Tabular Data Processing Projects - IEEE Tabular Data Systems
Tabular Data Processing Projects focus on the structured analysis, transformation, and interpretation of relational, numerical, and categorical datasets using algorithmic and statistical models designed for evaluation-driven research.
From a research and academic perspective, tabular data systems are treated as end-to-end analytical workflows rather than isolated models. IEEE journals consistently emphasize evaluation-centric design, benchmarking rigor, interpretability analysis, and comparative experimentation across datasets, ensuring that tabular data processing implementations satisfy publication-grade validation and reporting standards.
Tabular Data Projects For Final Year - IEEE 2026 Titles
Wisen Code:DLP-25-0211
Published on: Nov 2025
Published on: Nov 2025Base Paper Title:
Hybrid KNN–LSTM Framework for Electricity Theft Detection in Smart Grids Using SGCC Smart-Meter Data
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0210 Published on: Nov 2025
Base Paper Title:
Modeling the Role of the Alpha Rhythm in Attentional Processing during Distractor Suppression
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:MAC-25-0069 Published on: Nov 2025
Base Paper Title:
Toward Practical Wrist BCIs: Multi-Class EEG Classification of Actual and Imagined Movements
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Robotics
Algorithms: Classical ML Algorithms
Wisen Code:GAI-25-0035 Published on: Nov 2025
Base Paper Title:
Prompt Engineering-Based Network Intrusion Detection System
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection
Algorithms: Text Transformer, Deep Neural Networks
Wisen Code:IOT-25-0023 Published on: Nov 2025
Published on: Nov 2025Base Paper Title:
TwinGuard: A Supervised Machine Learning Framework for DoS Attack Detection in IoT-Enabled Digital Twins Using Random Forest and Feature Selection Optimization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0208 Published on: Nov 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer, Evolutionary Algorithms, Statistical Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:MAC-25-0068 Published on: Nov 2025
Base Paper Title:
Diagnosis and Protection of Ground Fault in Electrical Systems: A Comprehensive Analysis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive, Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Statistical Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0182 Published on: Oct 2025
Base Paper Title:
Forecasting Bitcoin Price With Neural and Statistical Models Across Different Time Granularities
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN, Statistical Algorithms
Wisen Code:DAS-25-0023 Published on: Oct 2025
Base Paper Title:
Enhancing Air Quality Prediction Through Holt–Winters Smoothing and Transformer-BiGRU With Bayesian Optimization
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: RNN/LSTM
Wisen Code:BIG-25-0029 Published on: Oct 2025
Base Paper Title:
Explainable Artificial Intelligence for Time Series Using Attention Mechanism: Application to Wind Turbine Fault Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0081 Published on: Oct 2025
Base Paper Title:
An Explainable AI Framework Integrating Variational Sparse Autoencoder and Random Forest for EEG-Based Epilepsy Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, Variational Autoencoders, Autoencoders
Wisen Code:NWS-25-0009 Published on: Oct 2025
Base Paper Title:
GeoGuard: A Hybrid Deep Learning Intrusion Detection System With Integrated Geo-Intelligence and Contextual Awareness
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: RNN/LSTM, CNN, Ensemble Learning
Wisen Code:NET-25-0018 Published on: Oct 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Predictive Analytics, Wireless Communication
Algorithms: RNN/LSTM
Wisen Code:CLS-25-0021 Published on: Oct 2025
Base Paper Title:
Noise-Augmented Transferability: A Low-Query-Budget Transfer Attack on Android Malware Detectors
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, GAN, CNN, Evolutionary Algorithms, Residual Network, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0047 Published on: Oct 2025
Base Paper Title:
CathepsinDL: Deep Learning-Driven Model for Cathepsin Inhibitor Screening and Drug Target Identification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Drug Discovery
Algorithms: CNN
Wisen Code:DLP-25-0167 Published on: Oct 2025
Base Paper Title:
Adaptive Buffering Strategies for Incremental Learning Under Concept Drift in Lifestyle Disease Modeling
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: RNN/LSTM, Deep Neural Networks
Wisen Code:BIG-25-0014 Published on: Oct 2025
Base Paper Title:
A Scalable Framework for Big Data Analytics in Psychological Research: Leveraging Distributed Systems and Cluster Management
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:CYS-25-0022 Published on: Oct 2025
Base Paper Title:
A Self-Adaptive Intrusion Detection System for Zero-Day Attacks Using Deep Q-Networks
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Reinforcement Learning
Wisen Code:IOT-25-0018 Published on: Sept 2025
Base Paper Title:
IoT and Machine Learning for the Forecasting of Physiological Parameters of Crop Leaves
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: Classical ML Algorithms, RNN/LSTM, Statistical Algorithms, Deep Neural Networks
Wisen Code:MAC-25-0029 Published on: Sept 2025
Base Paper Title:
Investigating Data Consistency in the ASHRAE Dataset Using Clustering and Label Matching
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CYS-25-0020 Published on: Sept 2025
Base Paper Title:
Intelligent Intrusion Detection Mechanism for Cyber Attacks in Digital Substations
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DAS-25-0006 Published on: Sept 2025
Base Paper Title:
ECG Heartbeat Classification Using CNN Autoencoder Feature Extraction and Attention-Augmented BiLSTM Classifier
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: RNN/LSTM, CNN, Autoencoders
Wisen Code:DLP-25-0056 Published on: Sept 2025
Base Paper Title:
A One-Shot Learning Approach for Fault Classification of Bearings via Multi-Autoencoder Reconstruction
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: RNN/LSTM, Autoencoders, Residual Network
Wisen Code:MAC-25-0047 Published on: Sept 2025
Base Paper Title:
Intelligent Warehousing: A Machine Learning and IoT Framework for Precision Inventory Optimization
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain, E-commerce & Retail, Manufacturing & Industry 4.0
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, Reinforcement Learning, Ensemble Learning
Wisen Code:CLS-25-0007 Published on: Sept 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:DLP-25-0140 Published on: Sept 2025
Base Paper Title:
OAS-XGB: An OptiFlect Adaptive Search Optimization Framework Using XGBoost to Predict Length of Stay for CAD Patients
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Variational Autoencoders, Ensemble Learning
Wisen Code:DLP-25-0183 Published on: Sept 2025
Base Paper Title:
An Attention-Guided Improved Decomposition-Reconstruction Model for Stock Market Prediction
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, Text Transformer, Statistical Algorithms
Wisen Code:DLP-25-0193 Published on: Sept 2025
Base Paper Title:
Evaluating Time-Series Deep Learning Models for Accurate and Efficient Reconstruction of Clinical 12-Lead ECG Signals
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:DLP-25-0174 Published on: Sept 2025
Published on: Sept 2025Base Paper Title:
DualDRNet: A Unified Deep Learning Framework for Customer Baseline Load Estimation and Demand Response Potential Forecasting for Load Aggregators
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: CNN, Vision Transformer, Residual Network
Wisen Code:DLP-25-0181 Published on: Sept 2025
Base Paper Title:
FedSalesNet: A Federated Learning–Inspired Deep Neural Framework for Decentralized Multi-Store Sales Forecasting
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:IOT-25-0003 Published on: Sept 2025
Base Paper Title:
A Hybrid Priority-Laxity-Based Scheduling Algorithm for Real-Time Aperiodic Tasks Under Varying Environmental Conditions
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive
Applications: Robotics, Decision Support Systems
Algorithms: Classical ML Algorithms, Single Stage Detection, CNN
Wisen Code:DLP-25-0172 Published on: Sept 2025
Base Paper Title:
Power Demand Forecasting in Iraq Using Singular Spectrum Analysis and Kalman Filter-Smoother
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Statistical Algorithms
Wisen Code:CYS-25-0001 Published on: Sept 2025
Base Paper Title:
Enhancing Remaining Useful Life Prediction Against Adversarial Attacks: An Active Learning Approach
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Manufacturing & Industry 4.0
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0134 Published on: Sept 2025
Base Paper Title:
AI-Empowered Latent Four-dimensional Variational Data Assimilation for River Discharge Forecasting
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Government & Public Services
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Autoencoders
Wisen Code:BIG-25-0031 Published on: Sept 2025
Base Paper Title:
A New Class of Hybrid LSTM-VSMN for Epileptic EEG Signal Generation and Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Deep Neural Networks
Wisen Code:BIG-25-0011 Published on: Sept 2025
Base Paper Title:
Semi-Supervised Prefix Tuning of Large Language Models for Industrial Fault Diagnosis with Big Data
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Text Transformer
Wisen Code:DLP-25-0067 Published on: Sept 2025
Base Paper Title:
A Lightweight Recurrent Architecture for Robust Urban Traffic Forecasting With Missing Data
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: RNN/LSTM
Wisen Code:DLP-25-0020 Published on: Sept 2025
Base Paper Title:
Spatio-Temporal Forecasting of Bus Arrival Times Using Context-Aware Deep Learning Models in Urban Transit Systems
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Graph Neural Networks
Wisen Code:GAI-25-0033 Published on: Sept 2025
Base Paper Title:
Synthetic Attack Dataset Generation With ID2T for AI-Based Intrusion Detection in Industrial V2I Network
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications, Automotive, Manufacturing & Industry 4.0
Applications: Content Generation
Algorithms: Deep Neural Networks
Wisen Code:NET-25-0073 Published on: Sept 2025
Base Paper Title:
NOMA Channel State Estimation: Deep Learning Approaches
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: RNN/LSTM, CNN, Deep Neural Networks
Wisen Code:DLP-25-0170 Published on: Sept 2025
Base Paper Title:
E-DANN: An Enhanced Domain Adaptation Network for Audio-EEG Feature Decoupling in Explainable Depression Recognition
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Deep Neural Networks
Wisen Code:CYS-25-0024 Published on: Sept 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:BIG-25-0019 Published on: Sept 2025
Base Paper Title:
Optimized Hybrid Framework Versus Spark and Hadoop: Performance Analysis for Big Data Applications in Vehicular Engine Systems
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive, Logistics & Supply Chain
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0021 Published on: Sept 2025
Base Paper Title:
EEG-Based Prognostic Prediction in Moderate Traumatic Brain Injury: A Hybrid BiLSTM-AdaBoost Approach
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: RNN/LSTM, Ensemble Learning
Wisen Code:DLP-25-0049 Published on: Sept 2025
Base Paper Title:
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:DAS-25-0025 Published on: Sept 2025
Published on: Sept 2025Base Paper Title:
Gender and Academic Indicators in First-Year Engineering Dropout: A Multi-Model Approach
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Statistical Algorithms, Deep Neural Networks
Wisen Code:DLP-25-0188 Published on: Sept 2025
Base Paper Title:
Rethinking Multimodality: Optimizing Multimodal Deep Learning for Biomedical Signal Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: CNN, Text Transformer
Wisen Code:DLP-25-0175 Published on: Sept 2025
Base Paper Title:
ST-DGCN: A Novel Spatial-Temporal Dynamic Graph Convolutional Network for Cardiovascular Diseases Diagnosis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Graph Neural Networks
Wisen Code:CYS-25-0038 Published on: Sept 2025
Base Paper Title:
Enhancing Dynamic Malware Behavior Analysis Through Novel Windows Events With Machine Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0117 Published on: Sept 2025
Base Paper Title:
Hybrid Deep Learning Model for Scalogram-Based ECG Classification of Cardiovascular Diseases
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: None
Algorithms: RNN/LSTM, CNN, Transfer Learning
Wisen Code:MAC-25-0009 Published on: Sept 2025
Base Paper Title:
Optimizing Retail Inventory and Sales Through Advanced Time Series Forecasting Using Fine Tuned PrGB Regressor
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail
Applications: Predictive Analytics
Algorithms: Ensemble Learning
Wisen Code:CYS-25-0023 Published on: Aug 2025
Base Paper Title:
SB-Net: A Novel Spam Botnet Detection Scheme With Two-Stage Cascade Learner and Ensemble Feature Selection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Ensemble Learning
Wisen Code:DLP-25-0185 Published on: Aug 2025
Base Paper Title:
Enhancing Stock Price Forecasting Accuracy Through Compositional Learning of Recurrent Architectures: A Multi-Variant RNN Approach
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Evolutionary Algorithms, Deep Neural Networks
Wisen Code:CYS-25-0045 Published on: Aug 2025
Base Paper Title:
A CUDA-Accelerated Hybrid CNN-DNN Approach for Multi-Class Malware Detection in IoT Networks
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: RNN/LSTM, CNN, Deep Neural Networks
Wisen Code:MAC-25-0040 Published on: Aug 2025
Base Paper Title:
Smarter Root Cause Analysis: Enhancing BARO With Outlier Filtering and Ranking Refinement
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:MAC-25-0060 Published on: Aug 2025
Base Paper Title:
CASCAFE Approach With Real-Time Data in Vehicle Maintenance
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain, Automotive
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0015 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0013 Published on: Aug 2025
Base Paper Title:
SiamSpecNet: One-Shot Bearing Fault Diagnosis Using Siamese Networks and Gabor Spectrograms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications:
Algorithms: CNN
Wisen Code:NWS-25-0005 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, Ensemble Learning
Wisen Code:MAC-25-0043 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:NET-25-0074 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: CNN, Residual Network, Graph Neural Networks
Wisen Code:MAC-25-0003 Published on: Aug 2025
Base Paper Title:
An Enhanced Transfer Learning Remote Sensing Inversion of Coastal Water Quality: A Case Study of Dissolved Oxygen
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: Classical ML Algorithms, Transfer Learning, Ensemble Learning
Wisen Code:DLP-25-0008 Published on: Aug 2025
Base Paper Title:
A Deep Learning Model for Predicting ICU Discharge Readiness and Estimating Excess ICU Stay Duration
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: AlgorithmArchitectureOthers
Wisen Code:MAC-25-0061 Published on: Aug 2025
Base Paper Title:
Microwave-Based Non-Invasive Blood Glucose Sensors: Key Design Parameters and Case-Informed Evaluation
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, Deep Neural Networks
Wisen Code:IOT-25-0007 Published on: Aug 2025
Base Paper Title:
Corrections to “IoT-Enabled Advanced Water Quality Monitoring System for Pond Management and Environmental Conservation”
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:NET-25-0034 Published on: Aug 2025
Base Paper Title:
Integrating Machine Learning and Observational Causal Inference for Enhanced Spectral and Energy Efficiency in Wireless Networks
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:DAS-25-0009 Published on: Aug 2025
Base Paper Title:
Reinforcement Learning-Based Recommender Systems Enhanced With Graph Neural Networks
Data Type: Tabular Data
AI/ML/DL Task: Recommendation Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail
Applications: Personalization, Recommendation Systems
Algorithms: Reinforcement Learning, Residual Network, Graph Neural Networks
Wisen Code:DLP-25-0112 Published on: Aug 2025
Base Paper Title:
Enhancing Global and Local Context Modeling in Time Series Through Multi-Step Transformer-Diffusion Interaction
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Finance & FinTech, Healthcare & Clinical AI, Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Text Transformer, Diffusion Models
Wisen Code:DLP-25-0030 Published on: Aug 2025
Base Paper Title:
Brain Network Analysis Reveals Age-Related Differences in Topological Reorganization During Vigilance Decline
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Human Resources & Workforce Analytics
Applications:
Algorithms: Statistical Algorithms
Wisen Code:NET-25-0029 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM, Ensemble Learning
Wisen Code:CLS-25-0019 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Smart Cities & Infrastructure, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Transfer Learning, Text Transformer
Wisen Code:MAC-25-0023 Published on: Aug 2025
Base Paper Title:
Machine Learning in Biomedical Informatics: Optimizing Resource Allocation and Energy Efficiency in Public Hospitals
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0059 Published on: Aug 2025
Base Paper Title:
An Enhanced Density Peak Clustering Algorithm With Dimensionality Reduction and Relative Density Normalization for High-Dimensional Duplicate Data
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0173 Published on: Aug 2025
Published on: Aug 2025Base Paper Title:
Knowledge-Distilled Multi-Task Model With Enhanced Transformer and Bidirectional Mamba2 for Air Quality Forecasting
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Deep Neural Networks
Wisen Code:MAC-25-0066 Published on: Aug 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:DAS-25-0026 Published on: Jul 2025
Base Paper Title:
Dynamic Energy Sparse Self-Attention Based on Informer for Remaining Useful Life of Rolling Bearings
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Predictive Analytics
Algorithms: Text Transformer, Deep Neural Networks
Wisen Code:DLP-25-0048 Published on: Jul 2025
Base Paper Title:
SPPMFN: Efficient Multimodal Financial Time-Series Prediction Network With Self-Supervised Learning
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:INS-25-0014 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:BIG-25-0009 Published on: Jul 2025
Base Paper Title:
Comparing Machine Learning-Based Crime Hotspots Versus Police Districts: What’s the Best Approach for Crime Forecasting?
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Government & Public Services
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DAS-25-0024 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: Recommendation Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Recommendation Systems
Algorithms: Statistical Algorithms
Wisen Code:DLP-25-0083 Published on: Jul 2025
Base Paper Title:
ECGNet: High-Precision ECG Classification Using Deep Learning and Advanced Activation Functions
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:NWS-25-0024 Published on: Jul 2025
Base Paper Title:
Federated Learning for Distributed IoT Security: A Privacy-Preserving Approach to Intrusion Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Smart Cities & Infrastructure, Finance & FinTech, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Ensemble Learning
Wisen Code:DLP-25-0153 Published on: Jul 2025
Base Paper Title:
Transfer Learning for Photovoltaic Power Forecasting Across Regions Using Large-Scale Datasets
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Transfer Learning, Text Transformer
Wisen Code:DLP-25-0076 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:CYS-25-0033 Published on: Jul 2025
Base Paper Title:
CAN-GraphiT: A Graph-Based IDS for CAN Networks Using Transformer
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Text Transformer, Graph Neural Networks
Wisen Code:MAC-25-0030 Published on: Jul 2025
Base Paper Title:
Defect Detection and Correction in OpenMP: A Static Analysis and Machine Learning-Based Solution
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0063 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Manufacturing & Industry 4.0
Applications: Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:MAC-25-0062 Published on: Jul 2025
Base Paper Title:
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Statistical Algorithms, Convex Optimization
Wisen Code:MAC-25-0052 Published on: Jul 2025
Base Paper Title:
Leveraging Machine Learning Regression Algorithms to Predict Mechanical Properties of Evaporitic Rocks From Their Physical Attributes
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:IOT-25-0015 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Predictive Analytics, Decision Support Systems
Algorithms: AlgorithmArchitectureOthers
Wisen Code:INS-25-0015 Published on: Jul 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Banking & Insurance, E-commerce & Retail, Finance & FinTech
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, GAN
Wisen Code:NWS-25-0004 Published on: Jul 2025
Base Paper Title:
Enhancing MANET Security Through Long Short-Term Memory-Based Trust Prediction in Location-Aided Routing Protocols
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications, Government & Public Services
Applications: Anomaly Detection, Wireless Communication
Algorithms: RNN/LSTM
Wisen Code:DAS-25-0013 Published on: Jul 2025
Base Paper Title:
DriftShield: Autonomous Fraud Detection via Actor-Critic Reinforcement Learning With Dynamic Feature Reweighting
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Anomaly Detection
Algorithms: Reinforcement Learning
Wisen Code:NWS-25-0031 Published on: Jul 2025
Base Paper Title:
A Novel SHiP Vector Machine for Network Intrusion Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0121 Published on: Jul 2025
Base Paper Title:
DCT-Based Channel Attention for Multivariate Time Series Classification
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: CNN
Wisen Code:NET-25-0063 Published on: Jul 2025
Base Paper Title:
Dynamic Spectrum Coexistence of NR-V2X and Wi-Fi 6E Using Deep Reinforcement Learning
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: Reinforcement Learning, Deep Neural Networks
Wisen Code:DLP-25-0065 Published on: Jul 2025
Base Paper Title:
Time Series-Based Fault Detection and Classification in IEEE 9-Bus Transmission Lines Using Deep Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:DAS-25-0010 Published on: Jul 2025
Base Paper Title:
Deep Neural Networks in Smart Grid Digital Twins: Evolution, Challenges, and Future Outlooks
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0103 Published on: Jul 2025
Base Paper Title:
Short-Term Photovoltaic Power Combined Prediction Based on Feature Screening and Weight Optimization
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Evolutionary Algorithms, Statistical Algorithms
Wisen Code:MAC-25-0027 Published on: Jul 2025
Base Paper Title:
Analysis of Meteorological and Soil Parameters for Predicting Ecosystem State Dynamics
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0164 Published on: Jul 2025
Base Paper Title:
RUL Prediction Based on MBGD-WGAN-GRU for Lithium-Ion Batteries
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Automotive
Applications: Predictive Analytics
Algorithms: RNN/LSTM, GAN
Wisen Code:DAS-25-0021 Published on: Jun 2025
Base Paper Title:
AI-Driven Nudge Optimization: Integrating Two-Tower Networks and Multi-Armed Bandit With Behavioral Economics for Digital Banking Campaign
Data Type: Tabular Data
AI/ML/DL Task: Recommendation Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Banking & Insurance
Applications: Personalization, Recommendation Systems
Algorithms: Reinforcement Learning
Wisen Code:DLP-25-0149 Published on: Jun 2025
Base Paper Title:
Exploring Bill Similarity with Attention Mechanism for Enhanced Legislative Prediction
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services
Applications: Predictive Analytics
Algorithms: Text Transformer, Deep Neural Networks
Wisen Code:NET-25-0047 Published on: Jun 2025
Base Paper Title:
Explainable AI for Spectral Analysis of Electromagnetic Fields
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Telecommunications
Applications: Predictive Analytics, Wireless Communication
Algorithms: Classical ML Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:DLP-25-0192 Published on: Jun 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:BIG-25-0025 Published on: Jun 2025
Base Paper Title:
Systemic Analysis of the QS International Research Network Indicator Using Big Data: Regional Inequalities and Recommendations for Improved University Rankings
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Education & EdTech
Applications:
Algorithms: Statistical Algorithms
Wisen Code:DLP-25-0069 Published on: Jun 2025
Base Paper Title:
Mixing High-Frequency Bands Based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion Batteries
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Automotive
Applications: Predictive Analytics
Algorithms: Statistical Algorithms, Deep Neural Networks
Wisen Code:MAC-25-0012 Published on: Jun 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Banking & Insurance
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN
Wisen Code:CLC-25-0009 Published on: Jun 2025
Base Paper Title:
Optimizing Predictive Maintenance in Industrial IoT Cloud Using Dragonfly Algorithm
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0162 Published on: Jun 2025
Base Paper Title:
Diagnosis of Commutation Failure in a High- Voltage Direct Current Transmission System Based on Fuzzy Entropy Feature Vectors and a PCNN-GRU
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN
Wisen Code:GAI-25-0018 Published on: Jun 2025
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Content Generation, Predictive Analytics
Algorithms: CNN, Diffusion Models
Wisen Code:MAC-25-0021 Published on: Jun 2025
Base Paper Title:
Credibility-Adjusted Data-Conscious Clustering Method for Robust EEG Signal Analysis
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IOT-25-0001 Published on: Jun 2025
Base Paper Title:
A Novel Hybrid Deep Learning-Based Framework for Intelligent Anomaly Detection in Smart Meters
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: RNN/LSTM, Ensemble Learning
Wisen Code:NET-25-0055 Published on: Jun 2025
Base Paper Title:
Hybrid CNN-Ensemble Framework for Intelligent Optical Fiber Fault Detection and Diagnosis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: CNN, Ensemble Learning
Wisen Code:CYS-25-0032 Published on: Jun 2025
Base Paper Title:
DSEM-NIDS: Enhanced Network Intrusion Detection System Using Deep Stacking Ensemble Model
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0009 Published on: Jun 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Text Transformer
Wisen Code:CLS-25-0014 Published on: Jun 2025
Base Paper Title:
Cybersecurity in Cloud Computing AI-Driven Intrusion Detection and Mitigation Strategies
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer, Graph Neural Networks
Wisen Code:CYS-25-0043 Published on: Jun 2025
Base Paper Title:
OPTISTACK: A Hybrid Ensemble Learning and XAI-Based Approach for Malware Detection in Compressed Files
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CYS-25-0047 Published on: Jun 2025
Base Paper Title:
Guaranteed False Data Injection Attack Without Physical Model
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: GAN, Autoencoders
Wisen Code:MAC-25-0058 Published on: Jun 2025
Base Paper Title:
Dual Passive-Aggressive Stacking k-Nearest Neighbors for Class-Incremental Multi-Label Stream Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0096 Published on: Jun 2025
Base Paper Title:
A Reinforcement Learning Approach to Personalized Asthma Exacerbation Prediction Using Proximal Policy Optimization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Reinforcement Learning
Wisen Code:CLS-25-0002 Published on: Jun 2025
Base Paper Title:
SecFedMDM-1: A Federated Learning-Based Malware Detection Model for Interconnected Cloud Infrastructures
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: RNN/LSTM
Wisen Code:NET-25-0052 Published on: Jun 2025
Base Paper Title:
Time Series Forecasting Based on Temporal Networks Evolution and Dynamic Constraints
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Energy & Utilities Tech, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:DAS-25-0018 Published on: Jun 2025
Base Paper Title:
PanOpt: A Nationwide Joint Optimization of Dynamic Bed Allocation and Patient Transfer in Pandemics
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Logistics & Supply Chain
Applications: Decision Support Systems
Algorithms: Convex Optimization
Wisen Code:CYS-25-0052 Published on: Jun 2025
Base Paper Title:
Enhancing the Sustainability of Machine Learning-Based Malware Detection Techniques for Android Applications
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CYS-25-0046 Published on: Jun 2025
Base Paper Title:
Multi-Tier HetNets With Random DDoS Attacks: Service Probability and User Load Analysis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0084 Published on: Jun 2025
Base Paper Title:
EEG-Based Seizure Onset Detection of Frontal and Temporal Lobe Epilepsies Using 1DCNN
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:NWS-25-0002 Published on: Jun 2025
Base Paper Title:
Spatial-Temporal Cooperative In-Vehicle Network Intrusion Detection Method Based on Federated Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive
Applications: Anomaly Detection
Algorithms: Text Transformer, Autoencoders
Wisen Code:IOT-25-0002 Published on: Jun 2025
Base Paper Title:
PNet-IDS: A Lightweight and Generalizable Convolutional Neural Network for Intrusion Detection in Internet of Things
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Healthcare & Clinical AI, Agriculture & Food Tech, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:MAC-25-0033 Published on: Jun 2025
Base Paper Title:
Efficient Pathfinding on Grid Maps: Comparative Analysis of Classical Algorithms and Incremental Line Search
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Manufacturing & Industry 4.0, Automotive
Applications: Robotics
Algorithms: Classical ML Algorithms
Wisen Code:NET-25-0038 Published on: May 2025
Base Paper Title:
A Hankelization-Based Neural Network-Assisted Signal Classification in Integrated Sensing and Communication Systems
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Automotive, Telecommunications
Applications: Wireless Communication
Algorithms: Deep Neural Networks
Wisen Code:DLP-25-0159 Published on: May 2025
Base Paper Title:
A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson’s Disease
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DAS-25-0022 Published on: May 2025
Base Paper Title:
A Deep Learning Approach for Fault Detection and Localization in MT-VSC-HVDC System Utilizing Wavelet Scattering Transform
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: RNN/LSTM
Wisen Code:DLP-25-0066 Published on: May 2025
Base Paper Title:
A Deep Learning Framework for Healthy Lifestyle Monitoring and Outdoor Localization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0062 Published on: May 2025
Base Paper Title:
Eliminating Meteorological Dependencies in Solar Power Forecasting: A Deep Learning Solution With NeuralProphet and Real-World Data
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: AlgorithmArchitectureOthers
Wisen Code:MAC-25-0051 Published on: May 2025
Base Paper Title:
Outlier Traffic Flow Detection and Pattern Analysis Under Unplanned Disruptions: A Low-Rank Robust Decomposition Model
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Statistical Algorithms, Convex Optimization
Wisen Code:INS-25-0008 Published on: May 2025
Base Paper Title:
Enhanced Consumer Healthcare Data Protection Through AI-Driven TinyML and Privacy-Preserving Techniques
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0148 Published on: May 2025
Base Paper Title:
Early In-Hospital Mortality Prediction Based on xTimesNet and Time Series Interpretable Methods
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:MAC-25-0054 Published on: May 2025
Base Paper Title:
Topology Knapsack Problem for Geometry Optimization
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, Convex Optimization
Wisen Code:DAS-25-0008 Published on: May 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM
Wisen Code:DLP-25-0033 Published on: May 2025
Base Paper Title:
A Transfer Learning-Based Framework for Enhanced Classification of Perceived Mental Stress Using EEG Spectrograms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: CNN, Transfer Learning
Wisen Code:NET-25-0011 Published on: May 2025
Base Paper Title:
An Innovative Adaptive Threshold-Based BESS Controller Utilizing Deep Learning Forecast for Peak Demand Reductions
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: CNN
Wisen Code:IOT-25-0016 Published on: May 2025
Base Paper Title:
Leveraging Edge Intelligence for Solar Energy Management in Smart Grids
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Energy & Utilities Tech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM, CNN
Wisen Code:DAS-25-0017 Published on: May 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: GAN, CNN, Graph Neural Networks
Wisen Code:DAS-25-0004 Published on: May 2025
Base Paper Title:
An Integrated Preprocessing and Drift Detection Approach With Adaptive Windowing for Fraud Detection in Payment Systems
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Banking & Insurance, Finance & FinTech
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:DLP-25-0190 Published on: May 2025
Base Paper Title:
Enhancing Internet Traffic Forecasting in MEC Environments With 5GT-Trans: Leveraging Synthetic Data and Transformer-Based Models
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Predictive Analytics, Wireless Communication
Algorithms: RNN/LSTM, GAN, Text Transformer
Wisen Code:DLP-25-0044 Published on: May 2025
Base Paper Title:
How Deep is Your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: RNN/LSTM, GAN, CNN, Diffusion Models, Variational Autoencoders, Deep Neural Networks, Graph Neural Networks
Wisen Code:MAC-25-0064 Published on: May 2025
Base Paper Title:
A Data Resource Trading Price Prediction Method Based on Improved LightGBM Ensemble Model
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, E-commerce & Retail
Applications: Predictive Analytics
Algorithms: GAN, Ensemble Learning
Wisen Code:MAC-25-0016 Published on: May 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Banking & Insurance
Applications: Predictive Analytics, Decision Support Systems
Algorithms: None
Wisen Code:INS-25-0035 Published on: May 2025
Base Paper Title:
GNSTAM: Integrating Graph Networks With Spatial and Temporal Signature Analysis for Enhanced Android Malware Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection
Algorithms: GAN, Reinforcement Learning, Text Transformer, Statistical Algorithms, Graph Neural Networks
Wisen Code:DLP-25-0097 Published on: May 2025
Base Paper Title:
High Perplexity Mountain Flood Level Forecasting in Small Watersheds Based on Compound Long Short-Term Memory Model and Multimodal Short Disaster-Causing Factors
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0034 Published on: May 2025
Base Paper Title:
Understanding Software Defect Prediction Through eXplainable Neural Additive Models
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics
Algorithms: AlgorithmArchitectureOthers
Wisen Code:IOT-25-0010 Published on: May 2025
Base Paper Title:
CPS-IIoT-P2Attention: Explainable Privacy-Preserving With Scaled Dot-Product Attention in Cyber-Physical System-Industrial IoT Network
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, Statistical Algorithms, Deep Neural Networks
Wisen Code:CYS-25-0030 Published on: May 2025
Base Paper Title:
Intrusion Detection Using Hybrid Pearson Correlation and GS-PSO Optimized Random Forest Technique for RPL-Based IoT
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, Evolutionary Algorithms, Statistical Algorithms
Wisen Code:DLP-25-0132 Published on: May 2025
Base Paper Title:
Urban Parking Demand Forecasting Using xLSTM-Informer Model
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Text Transformer
Wisen Code:DLP-25-0109 Published on: Apr 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Predictive Analytics
Algorithms: CNN, Text Transformer
Wisen Code:MAC-25-0017 Published on: Apr 2025
Base Paper Title:
Hybrid Machine Learning-Based Multi-Stage Framework for Detection of Credit Card Anomalies and Fraud
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Banking & Insurance
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0007 Published on: Apr 2025
Base Paper Title:
Data-Adaptive Dynamic Time Warping-Based Multivariate Time Series Fuzzy Clustering
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:BIG-25-0001 Published on: Apr 2025
Base Paper Title:
Ball Bearing Fault Diagnosis Based on Hybrid Adversarial Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: GAN, CNN
Wisen Code:NET-25-0041 Published on: Apr 2025
Base Paper Title:
Unsupervised Learning for Distributed Downlink Power Allocation in Cell-Free mMIMO Networks
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: AlgorithmArchitectureOthers
Wisen Code:MAC-25-0041 Published on: Apr 2025
Base Paper Title:
Self SOC Estimation for Second-Life Lithium-Ion Batteries
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Ensemble Learning
Wisen Code:NWS-25-0003 Published on: Apr 2025
Base Paper Title:
ConvGRU: A Lightweight Intrusion Detection System for Vehicle Networks Based on Shallow CNN and GRU
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive, Smart Cities & Infrastructure, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: RNN/LSTM, CNN
Wisen Code:INS-25-0016 Published on: Apr 2025
Base Paper Title:
SecureFedPROM: A Zero-Trust Federated Learning Approach With Multi-Criteria Client Selection
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Transfer Learning
Wisen Code:DAS-25-0019 Published on: Apr 2025
Base Paper Title:
Accelerating the k-Means++ Algorithm by Using Geometric Information
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:INS-25-0026 Published on: Apr 2025
Base Paper Title:
RSTHFS: A Rough Set Theory-Based Hybrid Feature Selection Method for Phishing Website Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Ensemble Learning
Wisen Code:DAS-25-0012 Published on: Apr 2025
Base Paper Title:
AI-Driven Innovation Using Multimodal and Personalized Adaptive Education for Students With Special Needs
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Personalization, Decision Support Systems
Algorithms: RNN/LSTM, CNN, Text Transformer
Wisen Code:AND-25-0001 Published on: Apr 2025
Base Paper Title:
MobilitApp: A Deep Learning-Based Tool for Transport Mode Detection to Support Sustainable Urban Mobility
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:CYS-25-0015 Published on: Apr 2025
Base Paper Title:
Explainable Anomaly Detection Based on Operational Sequences in Industrial Control Systems
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0032 Published on: Apr 2025
Base Paper Title:
The Effect of AI Gamification on Students’ Engagement and Academic Achievement in Malaysia: SEM Analysis Perspectives
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:CLC-25-0006 Published on: Apr 2025
Base Paper Title:
Corrections to “Predictive Energy Management for Docker Containers in Cloud Computing: A Time Series Analysis Approach”
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics
Algorithms: AlgorithmArchitectureOthers
Wisen Code:CYS-25-0005 Published on: Apr 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, GAN, Ensemble Learning
Wisen Code:DLP-25-0023 Published on: Apr 2025
Base Paper Title:
Real-Time EEG Signal Analysis for Microsleep Detection: Hyper-Opt-ANN as a Key Solution
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DLP-25-0072 Published on: Apr 2025
Base Paper Title:
Core Temperature Estimation of Lithium-Ion Batteries Using Long Short-Term Memory (LSTM) Network and Kolmogorov–Arnold Network (KAN)
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM
Wisen Code:NWS-25-0034 Published on: Apr 2025
Base Paper Title:
Multi-Level Pre-Training for Encrypted Network Traffic Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN, Text Transformer
Wisen Code:MAC-25-0025 Published on: Apr 2025
Base Paper Title:
Gradient Boosting Feature Selection for Integrated Fault Diagnosis in Series-Compensated Transmission Lines
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Ensemble Learning
Wisen Code:NET-25-0043 Published on: Apr 2025
Base Paper Title:
Hybrid Feed Forward Neural Networks and Particle Swarm Optimization for Intelligent Self-Organization in the Industrial Communication Networks
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Telecommunications
Applications: Wireless Communication
Algorithms: Evolutionary Algorithms, Deep Neural Networks
Wisen Code:NWS-25-0019 Published on: Apr 2025
Base Paper Title:
Intrusion Detection in IoT Networks Using Dynamic Graph Modeling and Graph-Based Neural Networks
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, Graph Neural Networks
Wisen Code:CLC-25-0017 Published on: Apr 2025
Base Paper Title:
ChunkFunc: Dynamic SLO-Aware Configuration of Serverless Functions
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Decision Support Systems
Algorithms: Statistical Algorithms
Wisen Code:MAC-25-0026 Published on: Apr 2025
Base Paper Title:
Illuminating the Path to Enhanced Resilience of Machine Learning Models Against the Shadows of Missing Labels
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:CYS-25-0013 Published on: Apr 2025
Base Paper Title:
Dynamic Data Updates and Weight Optimization for Predicting Vulnerability Exploitability
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:CLS-25-0004 Published on: Apr 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Autoencoders
Wisen Code:DLP-25-0079 Published on: Apr 2025
Base Paper Title:
Forecasting Tunnel-Induced Ground Settlement: A Hybrid Deep Learning Approach and Traditional Statistical Techniques With Sensor Data
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN
Wisen Code:BIG-25-0022 Published on: Apr 2025
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail, Media & Entertainment
Applications: Recommendation Systems
Algorithms: Graph Neural Networks
Wisen Code:MAC-25-0005 Published on: Mar 2025
Base Paper Title:
Metrics and Algorithms for Identifying and Mitigating Bias in AI Design: A Counterfactual Fairness Approach
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech, Education & EdTech
Applications: Decision Support Systems
Algorithms: Ensemble Learning
Wisen Code:MAC-25-0028 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0044 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Energy & Utilities Tech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:GAI-25-0002 Published on: Mar 2025
Base Paper Title:
Generative Diffusion Network for Creating Scents
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Media & Entertainment
Applications: Content Generation
Algorithms: Diffusion Models, Autoencoders
Wisen Code:IOT-25-0011 Published on: Mar 2025
Base Paper Title:
ML-Aided 2-D Indoor Positioning Using Energy Harvesters and Optical Detectors for Self-Powered Light-Based IoT Sensors
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Logistics & Supply Chain, Healthcare & Clinical AI, Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, CNN
Wisen Code:MAC-25-0001 Published on: Mar 2025
Base Paper Title:
Robust Framework for PMU Placement and Voltage Estimation of Power Distribution Network
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Evolutionary Algorithms, Statistical Algorithms
Wisen Code:MAC-25-0039 Published on: Mar 2025
Base Paper Title:
A New Definition and Research Agenda for Demand Response in the Distributed Energy Resource Era
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Convex Optimization
Wisen Code:CYS-25-0048 Published on: Mar 2025
Published on: Mar 2025Base Paper Title:
Intrusion Detection in IoT and IIoT: Comparing Lightweight Machine Learning Techniques Using TON_IoT, WUSTL-IIOT-2021, and EdgeIIoTset Datasets
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Smart Cities & Infrastructure, Healthcare & Clinical AI, Manufacturing & Industry 4.0
Applications: Surveillance, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0051 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Text Transformer, Residual Network, Graph Neural Networks
Wisen Code:DLP-25-0042 Published on: Mar 2025
Base Paper Title:
Improving Local Fidelity and Interpretability of LIME by Replacing Only the Sampling Process With CVAE
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Finance & FinTech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Variational Autoencoders, Autoencoders
Wisen Code:NET-25-0017 Published on: Mar 2025
Base Paper Title:
Research Progress and Prospects of Pre-Training Technology for Electromagnetic Signal Analysis
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: GAN, Transfer Learning, Autoencoders, Residual Network, Deep Neural Networks
Wisen Code:NWS-25-0008 Published on: Mar 2025
Base Paper Title:
Evaluating ORB and SIFT With Neural Network as Alternatives to CNN for Traffic Classification in SDN Environments
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, CNN, Deep Neural Networks
Wisen Code:DLP-25-0025 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: RNN/LSTM, Autoencoders
Wisen Code:CYS-25-0002 Published on: Mar 2025
Base Paper Title:
Adaptive DDoS Attack Detection: Entropy-Based Model With Dynamic Threshold and Suspicious IP Reevaluation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Banking & Insurance, Healthcare & Clinical AI, Government & Public Services, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:DAS-25-0015 Published on: Mar 2025
Base Paper Title:
Exploring Features and Products in E-Commerce on Consumers Behavior Using Cognitive Affective
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: E-commerce & Retail, Marketing & Advertising Tech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Statistical Algorithms
Wisen Code:IOT-25-0012 Published on: Mar 2025
Base Paper Title:
Smartphone Enabled Wearable Diabetes Monitoring System
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Anomaly Detection, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:GAI-25-0003 Published on: Mar 2025
Base Paper Title:
Fed-DPSDG-WGAN: Differentially Private Synthetic Data Generation for Loan Default Prediction via Federated Wasserstein GAN
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Banking & Insurance, Finance & FinTech
Applications: Predictive Analytics
Algorithms: GAN, Autoencoders
Wisen Code:MAC-25-0010 Published on: Mar 2025
Base Paper Title:
DDNet: A Robust, and Reliable Hybrid Machine Learning Model for Effective Detection of Depression Among University Students
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0055 Published on: Mar 2025
Base Paper Title:
Enhancing Sports Team Management Through Machine Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Media & Entertainment
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:BIG-25-0007 Published on: Mar 2025
Base Paper Title:
Optimal Subdata Selection for Prediction Based on the Distribution of the Covariates
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Statistical Algorithms, Convex Optimization
Wisen Code:MAC-25-0018 Published on: Mar 2025
Base Paper Title:
The Art of Retention: Advancing Sustainable Management Through Age-Diverse Turnover Modeling
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Human Resources & Workforce Analytics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:GAI-25-0004 Published on: Mar 2025
Base Paper Title:
Enhancing Tabular Data Generation With Dual-Scale Noise Modeling
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Content Generation
Algorithms: Diffusion Models
Wisen Code:BIG-25-0018 Published on: Mar 2025
Base Paper Title:
Comparative Study of Portfolio Optimization Models for Cryptocurrency and Stock Markets
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Statistical Algorithms, Convex Optimization
Wisen Code:INS-25-0021 Published on: Mar 2025
Base Paper Title:
Uncoordinated Syntactic Privacy: A New Composable Metric for Multiple, Independent Data Publishing
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: None
Wisen Code:MAC-25-0063 Published on: Mar 2025
Base Paper Title:
A New Fault Detection Method Using Machine Learning in Analog Radio-on-Fiber MIMO Transmission System
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0006 Published on: Mar 2025
Base Paper Title:
Integrating Time Series Anomaly Detection Into DevOps Workflows
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, Ensemble Learning
Wisen Code:IOT-25-0021 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Reinforcement Learning, Autoencoders, Ensemble Learning
Wisen Code:DAS-25-0003 Published on: Mar 2025
Base Paper Title:
Improving Learning Management System Performance: A Comprehensive Approach to Engagement, Trust, and Adaptive Learning
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Personalization, Predictive Analytics
Algorithms: Statistical Algorithms
Wisen Code:DAS-25-0001 Published on: Mar 2025
Base Paper Title:
Maximum Flow Model With Multiple Origin and Destination and Its Application in Designing Urban Drainage Systems
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability, Logistics & Supply Chain
Applications: Decision Support Systems
Algorithms: Convex Optimization
Wisen Code:MAC-25-0008 Published on: Mar 2025
Base Paper Title:
1DCNN-Residual Bidirectional LSTM for Permanent Magnet Synchronous Motor Temperature Prediction Based on Operating Condition Clustering
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Automotive
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Residual Network
Wisen Code:NWS-25-0018 Published on: Mar 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications, Energy & Utilities Tech
Applications: Anomaly Detection, Wireless Communication
Algorithms: Convex Optimization
Wisen Code:DAS-25-0011 Published on: Mar 2025
Base Paper Title:
Deterministic Uncertainty Estimation for Multi-Modal Regression With Deep Neural Networks
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Statistical Algorithms, Ensemble Learning
Wisen Code:IOT-25-0005 Published on: Mar 2025
Base Paper Title:
Simple Yet Powerful: Machine Learning-Based IoT Intrusion System With Smart Preprocessing and Feature Generation Rivals Deep Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IOT-25-0009 Published on: Mar 2025
Base Paper Title:
Anomaly-Based Intrusion Detection for IoMT Networks: Design, Implementation, Dataset Generation, and ML Algorithms Evaluation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, Statistical Algorithms, Ensemble Learning
Wisen Code:MAC-25-0014 Published on: Mar 2025
Base Paper Title:
An Approach to Truck Driving Risk Identification: A Machine Learning Method Based on Optuna Optimization
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Logistics & Supply Chain
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0127 Published on: Feb 2025
Base Paper Title:
TRUNC: A Transfer Learning Unsupervised Network for Data Clustering
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Deep Neural Networks
Wisen Code:MAC-25-0056 Published on: Feb 2025
Base Paper Title:
Enhancing Crowdfunding Success With Machine Learning and Visual Analytics: Insights From Chinese Platforms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Ensemble Learning
Wisen Code:NET-25-0004 Published on: Feb 2025
Base Paper Title:
Statistical Precoder Design in Multi-User Systems via Graph Neural Networks and Generative Modeling
Data Type: Tabular Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Classical ML Algorithms, Graph Neural Networks
Wisen Code:CYS-25-0049 Published on: Feb 2025
Published on: Feb 2025Base Paper Title:
HIDS-RPL: A Hybrid Deep Learning-Based Intrusion Detection System for RPL in Internet of Medical Things Network
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN
Wisen Code:BIG-25-0010 Published on: Feb 2025
Base Paper Title:
ATT-BLKAN: A Hybrid Deep Learning Model Combining Attention is Used to Enhance Business Process Prediction
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Predictive Analytics
Algorithms: RNN/LSTM
Wisen Code:CYS-25-0017 Published on: Feb 2025
Base Paper Title:
Protecting Industrial Control Systems From Shodan Exploitation Through Advanced Traffic Analysis
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0143 Published on: Feb 2025
Base Paper Title:
SERN-AwGOP: Squeeze-and-Excitation Residual Network With an Attention-Weighted Generalized Operational Perceptron for Atrial Fibrillation Detection
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Decision Support Systems, Anomaly Detection
Algorithms: CNN, Residual Network, Deep Neural Networks
Wisen Code:DLP-25-0002 Published on: Feb 2025
Base Paper Title:
On the Benefit of FMG and EMG Sensor Fusion for Gesture Recognition Using Cross-Subject Validation
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0002 Published on: Feb 2025
Base Paper Title:
Anomaly Detection and Performance Analysis With Exponential Smoothing Model Powered by Genetic Algorithms and Meta Optimization
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0005 Published on: Feb 2025
Base Paper Title:
A Transformer-Based Model for State of Charge Estimation of Electric Vehicle Batteries
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, Text Transformer
Wisen Code:NET-25-0045 Published on: Feb 2025
Base Paper Title:
Smart Packet Delivery in Mobile Underwater Sensors Networks (M-CTSP)
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms
Wisen Code:CYS-25-0028 Published on: Feb 2025
Base Paper Title:
A Hybrid Deep Learning Model for Network Intrusion Detection System Using Seq2Seq and ConvLSTM-Subnets
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN, Autoencoders
Wisen Code:MAC-25-0036 Published on: Feb 2025
Base Paper Title:
Implementation and Performance Evaluation of Machine Learning-Based Apriori Algorithm to Detect Non-Technical Losses in Distribution Systems
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Reinforcement Learning
Wisen Code:CYS-25-0004 Published on: Feb 2025
Base Paper Title:
The Role of Multiple Data Characteristics in EEG-Based Biometric Recognition: The Impact of States, Channels, and Frequencies
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: CNN
Wisen Code:NET-25-0033 Published on: Feb 2025
Base Paper Title:
Federated Learning-Based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systems
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications, Smart Cities & Infrastructure
Applications: Robotics, Surveillance, Wireless Communication
Algorithms: CNN, Reinforcement Learning, Deep Neural Networks
Wisen Code:NWS-25-0025 Published on: Feb 2025
Base Paper Title:
Ensemble Network Graph-Based Classification for Botnet Detection Using Adaptive Weighting and Feature Extraction
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0053 Published on: Feb 2025
Base Paper Title:
Predicting the Classification of Heart Failure Patients Using Optimized Machine Learning Algorithms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Evolutionary Algorithms, Ensemble Learning
Wisen Code:DLP-25-0176 Published on: Feb 2025
Base Paper Title:
Adversarial Domain Adaptation-Based EEG Emotion Transfer Recognition
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications:
Algorithms: GAN, CNN, Transfer Learning, Deep Neural Networks
Wisen Code:DLP-25-0018 Published on: Feb 2025
Base Paper Title:
Predicting Ultra-Short-Term Wind Power Combinations Under Extreme Weather Conditions
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, GAN
Wisen Code:IMP-25-0035 Published on: Feb 2025
Base Paper Title:
Estimating Near-Surface Air Temperature From Satellite-Derived Land Surface Temperature Using Temporal Deep Learning: A Comparative Analysis
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing, Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN
Wisen Code:IOT-25-0004 Published on: Feb 2025
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Energy & Utilities Tech, Telecommunications, Agriculture & Food Tech, Logistics & Supply Chain
Applications: Wireless Communication
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0050 Published on: Feb 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Statistical Algorithms
Wisen Code:CLS-25-0009 Published on: Feb 2025
Base Paper Title:
Enhancing Cloud Security: A Multi-Factor Authentication and Adaptive Cryptography Approach Using Machine Learning Techniques
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: CNN, Text Transformer
Wisen Code:MAC-25-0013 Published on: Feb 2025
Base Paper Title:
Interpretable Machine Learning Models for PISA Results in Mathematics
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Education & EdTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:DLP-25-0029 Published on: Feb 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN, Deep Neural Networks
Wisen Code:DLP-25-0122 Published on: Feb 2025
Base Paper Title:
EEG Transformer for Classifying Students’ Epistemic Cognition States in Educational Contexts
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications:
Algorithms: Text Transformer
Wisen Code:DAS-25-0007 Published on: Feb 2025
Base Paper Title:
Vehicle and Onboard UAV Collaborative Delivery Route Planning: Considering Energy Function with Wind and Payload
Data Type: Tabular Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0074 Published on: Jan 2025
Base Paper Title:
Ultra-Short-Term Wind Power Forecasting Based on DT-DSCTransformer Model
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM
Wisen Code:DLP-25-0184 Published on: Jan 2025
Published on: Jan 2025Base Paper Title:
A Novel Hybrid GCN-LSTM Algorithm for Energy Stock Price Prediction: Leveraging Temporal Dynamics and Inter-Stock Relationships
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, Graph Neural Networks
Wisen Code:IOT-25-0008 Published on: Jan 2025
Base Paper Title:
A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Smart Cities & Infrastructure, Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: AlgorithmArchitectureOthers
Wisen Code:DAS-25-0014 Published on: Jan 2025
Base Paper Title:
Enhancing Indoor Localization With Temporally-Aware Separable Group Shuffled CNNs and Skip Connections
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, E-commerce & Retail, Healthcare & Clinical AI, Government & Public Services
Applications: Decision Support Systems, Wireless Communication
Algorithms: CNN, Residual Network
Wisen Code:MAC-25-0045 Published on: Jan 2025
Base Paper Title:
Integrating Advanced Techniques: RFE-SVM Feature Engineering and Nelder-Mead Optimized XGBoost for Accurate Lung Cancer Prediction
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DAS-25-0016 Published on: Jan 2025
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications:
Algorithms: Statistical Algorithms
Wisen Code:DAS-25-0002 Published on: Jan 2025
Base Paper Title:
Variation in Photovoltaic Energy Rating and Underlying Drivers Across Modules and Climates
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Statistical Algorithms
Wisen Code:MAC-25-0004 Published on: Jan 2025
Base Paper Title:
New Evaluation Method for Fuzzy Cluster Validity Indices
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0065 Published on: Jan 2025
Published on: Jan 2025Base Paper Title:
Design of an Early Prediction Model for Parkinson’s Disease Using Machine Learning
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0049 Published on: Jan 2025
Base Paper Title:
Construction and Performance Evaluation of Grain Porosity Prediction Models Based on Metaheuristic Algorithms and Machine Learning
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:IOT-25-0014 Published on: Jan 2025
Base Paper Title:
IoT-Enabled Adaptive Watering System With ARIMA-Based Soil Moisture Prediction for Smart Agriculture
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics, Decision Support Systems, Wireless Communication
Algorithms: Statistical Algorithms
Wisen Code:INS-25-0022 Published on: Jan 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Marketing & Advertising Tech
Applications: Anomaly Detection
Algorithms: RNN/LSTM, CNN, Ensemble Learning
Wisen Code:MAC-25-0022 Published on: Jan 2025
Base Paper Title:
LASSO-mCGA: Machine Learning and Modified Compact Genetic Algorithm-Based Biomarker Selection for Breast Cancer Subtype Classification
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics, Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Evolutionary Algorithms
Wisen Code:NET-25-0026 Published on: Jan 2025
Base Paper Title:
Deep Learning-Based Channel Estimation With 1D CNN for OFDM Systems Under High-Speed Railway Environments
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0040 Published on: Jan 2025
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0034 Published on: Jan 2025
Base Paper Title:
A Time-Constrained and Spatially Explicit AI Model for Soil Moisture Inversion Using CYGNSS Data
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability, Agriculture & Food Tech
Applications: Predictive Analytics
Algorithms: CNN, Ensemble Learning
Wisen Code:DLP-25-0038 Published on: Jan 2025
Base Paper Title:
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: RNN/LSTM, CNN, Ensemble Learning
Wisen Code:CYS-25-0008 Published on: Jan 2025
Base Paper Title:
Transferability Evaluation in Wi-Fi Intrusion Detection Systems Through Machine Learning and Deep Learning Approaches
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection
Algorithms: CNN
Wisen Code:MAC-25-0042 Published on: Jan 2025
Base Paper Title:
A Data-Driven Approach to Engineering Instruction: Exploring Learning Styles, Study Habits, and Machine Learning
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0048 Published on: Jan 2025
Base Paper Title:
Lithium Battery Life Prediction for Electric Vehicles Using Enhanced TCN and SVN Quantile Regression
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: CNN, Autoencoders
Wisen Code:DLP-25-0145 Published on: Jan 2025
Base Paper Title:
A Novel Approach to Faster Convergence and Improved Accuracy in Deep Learning-Based Electrical Energy Consumption Forecast Models for Large Consumer Groups
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: RNN/LSTM, CNN
Wisen Code:DLP-25-0158 Published on: Jan 2025
Base Paper Title:
Asynchronous Real-Time Federated Learning for Anomaly Detection in Microservice Cloud Applications
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Graph Neural Networks
Wisen Code:MAC-25-0037 Published on: Jan 2025
Base Paper Title:
Gaussian Mixture Model-Based Vector Approach to Real-Time Three-Dimensional Path Planning in Cluttered Environment
Data Type: Tabular Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Robotics
Algorithms: Classical ML Algorithms
Wisen Code:DAS-25-0027 Published on: Jan 2025
Base Paper Title:
Hybrid Prophet-NAR Model for Short-Term Electricity Load Forecasting
Data Type: Tabular Data
AI/ML/DL Task: Time Series Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Statistical Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:BIG-25-0005 Published on: Jan 2025
Base Paper Title:
NeuralACT: Accounting Analytics Using Neural Network for Real-Time Decision Making From Big Data
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: RNN/LSTM
Wisen Code:INS-25-0024 Published on: Jan 2025
Base Paper Title:
An Efficient Malware Detection Approach Based on Machine Learning Feature Influence Techniques for Resource-Constrained Devices
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Manufacturing & Industry 4.0, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0038 Published on: Jan 2025
Base Paper Title:
Electricity Theft Detection Using Machine Learning in Traditional Meter Postpaid Residential Customers: A Case Study on State Electricity Company (PLN) Indonesia
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:BIG-25-0004 Published on: Jan 2025
Base Paper Title:
The Role of Big Data Analytics in Revolutionizing Diabetes Management and Healthcare Decision-Making
Data Type: Tabular Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0020 Published on: Jan 2025
Base Paper Title:
Convergence-Driven Adaptive Many-Objective Particle Swarm Optimization
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Decision Support Systems
Algorithms: Evolutionary Algorithms
Wisen Code:MAC-25-0057 Published on: Jan 2025
Data Type: Tabular Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Predictive Analytics
Algorithms: Statistical Algorithms
Tabular Dataset Projects - Key Algorithms Used
Explainable Boosting Machines (2019):
Tabular Data Processing Projects frequently employ Explainable Boosting Machines to combine additive modeling with boosting techniques that deliver transparent and interpretable predictions on structured datasets. IEEE research emphasizes their importance in interpretability-driven analytics, where feature contribution clarity and evaluation transparency are critical for research-grade validation.
Validation focuses on balancing predictive accuracy with explainability, ensuring stability of feature contributions, and maintaining reproducibility across multiple tabular datasets used in analytical and benchmarking studies.
Light Gradient Boosting Machine LightGBM (2017):
LightGBM introduces histogram-based learning and leaf-wise tree growth to improve training efficiency on high-dimensional tabular datasets. IEEE literature evaluates its suitability for large-scale structured data analytics under constrained computational settings.
The algorithm is assessed using scalability analysis, performance consistency, and benchmarking across varying dataset sizes to ensure robust experimental validation.
Gradient Boosting Decision Trees (2016):
Gradient Boosting Decision Trees iteratively combine weak learners to model complex non-linear relationships within tabular datasets. IEEE research evaluates these algorithms for their strong performance on structured data, emphasizing reproducibility, feature interaction handling, and robustness under controlled experimental benchmarking conditions.
The architectural significance of gradient boosting lies in its ability to manage heterogeneous feature types, handle missing values, and maintain evaluation stability across datasets where interpretability, consistency, and comparative analysis are critical research requirements.
Extreme Gradient Boosting XGBoost (2016):
XGBoost extends gradient boosting with optimized tree construction, regularization, and parallelization strategies tailored for large-scale tabular data. IEEE studies highlight its efficiency, scalability, and consistent performance across structured datasets used in analytical research.
Evaluation focuses on accuracy stability, computational efficiency, and reproducibility across dataset splits, making XGBoost a benchmark algorithm in IEEE-aligned tabular data processing studies.
Tabular Data Processing - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Structured analysis and transformation of relational and numerical datasets
- Data cleaning workflows
- Feature engineering pipelines
- Handling missing and inconsistent values
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- Algorithmic and statistical modeling approaches for tabular data
- Tree-based learning models
- Probabilistic modeling
- Regression and classification techniques
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Improving robustness, interpretability, and generalization
- Feature selection strategies
- Regularization methods
- Hybrid modeling approaches
R — Results Why do the enhancements perform better than the base paper algorithm?
- Quantitative improvements in predictive and analytical performance
- Accuracy and stability gains
- Interpretability consistency
- Bias reduction
V — Validation How are the enhancements scientifically validated?
- IEEE-standard experimental validation protocols
- Cross-dataset benchmarking
- Statistical significance testing
Data Analytics Tabular Projects For Mtech Students - Libraries & Frameworks
Pandas:
Tabular Data Processing Projects extensively use Pandas to provide foundational data structures for tabular data manipulation, cleaning, and transformation within analytical pipelines. IEEE-aligned studies rely on its deterministic operations to ensure reproducibility, consistent preprocessing, and transparent data handling during experimental evaluation.
Its importance lies in structured data alignment, feature engineering workflows, and preparation of datasets for benchmarking under standardized IEEE research protocols.
NumPy:
NumPy supports numerical computation and array-based processing essential for tabular analytics. IEEE research leverages its efficiency for large-scale numerical transformations and statistical operations.
The framework enables stable and repeatable experimentation by ensuring consistent numerical behavior across analytical workflows.
Scikit-learn:
Scikit-learn provides a comprehensive suite of machine learning algorithms optimized for tabular data analysis. IEEE literature frequently references its standardized implementations for benchmarking and comparative evaluation.
It supports reproducible experimentation through consistent APIs, evaluation metrics, and model validation strategies.
Apache Arrow:
Apache Arrow enables efficient in-memory representation of large-scale tabular datasets and metadata. IEEE-aligned systems use it to optimize analytical throughput and reduce data movement overhead.
Its columnar format supports scalable experimentation and performance consistency across analytical pipelines.
Tabular Data Projects For Final Year - Real World Applications
Financial Risk Analytics Systems:
Tabular Data Processing Projects are widely applied in financial risk analytics systems to process structured transactional and numerical datasets for assessing credit risk and financial stability. IEEE research emphasizes reproducible preprocessing, feature consistency, and evaluation-centric validation to ensure analytical reliability across regulated financial environments.
Systems are validated through accuracy, stability, and robustness metrics across diverse financial datasets.
Healthcare Data Analytics Platforms:
Healthcare analytics platforms analyze structured patient and clinical datasets to support decision-making. IEEE studies highlight data integrity, interpretability, and validation rigor.
Evaluation focuses on consistency, generalization, and statistical significance across healthcare datasets.
Business Intelligence Reporting Systems:
Business intelligence systems transform organizational tabular data into actionable insights. IEEE research prioritizes scalable data pipelines and evaluation transparency.
Validation includes performance consistency and reproducibility across business datasets.
Fraud Detection Analytics:
Fraud detection systems analyze transactional datasets to identify anomalous patterns. IEEE literature examines feature robustness and bias mitigation.
Systems are validated through precision, recall, and stability metrics.
Operational Performance Monitoring:
Operational analytics systems monitor structured operational data to assess efficiency. IEEE research emphasizes scalable processing and benchmarking.
Validation focuses on consistency and generalization across operational datasets.
Tabular Data Processing Projects - Conceptual Foundations
Conceptually, tabular data processing focuses on transforming structured datasets into analytical representations suitable for modeling, inference, and evaluation. IEEE-aligned methodologies emphasize statistical rigor, reproducibility, and interpretability to ensure that tabular analytics systems meet research-grade quality expectations across diverse application contexts.
Academic guidance within this domain prioritizes evaluation-driven experimentation, dataset-centric reasoning, and comparative benchmarking aligned with IEEE publication practices. Research frameworks reinforce disciplined experimental design, transparent reporting, and reproducibility across structured datasets and analytical configurations used in journal-reviewed studies.
The domain connects closely with related research areas such as Data Science and Machine Learning, enabling interdisciplinary exploration within IEEE research ecosystems.
Tabular Dataset Projects - Why Choose Wisen
IEEE tabular data processing projects demand structured analytical design, rigorous evaluation frameworks, and reproducible experimentation aligned with journal-level research expectations.
✓
IEEE Evaluation Alignment
All tabular data projects are structured around IEEE evaluation practices, emphasizing metric-driven validation, reproducibility, and comparative benchmarking across structured datasets.
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Dataset-Centric Analytical Design
Strong emphasis is placed on data preprocessing consistency, feature engineering rigor, and dataset integrity, which are critical factors in IEEE-reviewed tabular analytics research.
✓
Interpretability and Transparency Focus
Projects prioritize interpretable modeling approaches and transparent analytical reasoning, aligning with IEEE expectations for explainability in tabular data systems.
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Research Extension Readiness
Project architectures are modular and documentation-ready, enabling smooth extension into IEEE research papers through reproducible experiments and well-structured evaluation results.
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Scalability and Benchmarking Rigor
Systems are designed to scale across varying dataset sizes while maintaining performance stability, enabling rigorous benchmarking and validation required in IEEE research environments.
Tabular Dataset Projects - IEEE Research Areas
Feature Engineering and Selection Research:
Tabular Data Processing Projects strongly emphasize systematic methods for constructing and selecting informative features from structured datasets used in analytical modeling. IEEE studies highlight evaluation-driven feature robustness, generalization behavior, and stability analysis as core research concerns in tabular data processing research.
Validation relies on cross-dataset benchmarking and statistical performance comparison.
Interpretable Tabular Modeling:
Research focuses on transparency and explainability in tabular analytics. IEEE literature evaluates model interpretability and consistency.
Validation balances predictive accuracy with explanation stability.
Scalable Tabular Analytics Pipelines:
Scalable analytics pipelines address high-volume structured data processing. IEEE research highlights modular design and throughput stability.
Validation includes scalability benchmarking and performance consistency analysis.
Bias and Fairness in Tabular Data:
This area studies bias propagation in structured datasets. IEEE research emphasizes fairness metrics and controlled evaluation.
Validation involves comparative analysis across demographic subsets.
Automated Feature Learning for Tabular Data:
Automated learning methods reduce manual feature engineering. IEEE studies examine robustness and generalization.
Evaluation uses downstream task performance and statistical validation.
Data Analytics Tabular Projects For Mtech Students - Career Outcomes
Tabular Data Research Engineer:
Tabular data research engineers design and evaluate analytical systems aligned with IEEE research standards. The role emphasizes reproducible experimentation, dataset-centric modeling, and rigorous evaluation methodologies.
Expertise focuses on analytical system design, benchmarking, and validation across structured datasets.
Data Analytics Specialist:
Data analytics specialists analyze structured datasets using systematic analytical frameworks. IEEE methodologies guide evaluation rigor and reporting consistency.
The role requires strong analytical reasoning and performance interpretation skills.
Applied Data Scientist:
Applied data scientists bridge modeling and evaluation-driven analytics. IEEE research practices inform experimental design.
Focus remains on dataset integrity, benchmarking, and reproducibility.
Business Analytics Engineer:
Business analytics engineers develop scalable tabular analytics pipelines. IEEE literature informs architectural validation.
Evaluation emphasizes performance stability and consistency.
Research Analyst – Tabular Data:
Research analysts study trends and experimental outcomes in tabular data research. IEEE publications guide analytical frameworks.
The role emphasizes interpretation of experimental results and validation metrics.
Tabular Data Processing Projects - Domain - FAQ
What are some good project ideas in IEEE Tabular Data Processing Domain Projects for a final-year student?
IEEE tabular data processing domain projects focus on structured analysis of relational and numerical datasets using reproducible analytical pipelines, evaluation-driven modeling approaches, and validation practices aligned with IEEE journal standards.
What are trending Tabular Data Processing final year projects?
Trending projects emphasize scalable tabular analytics pipelines, feature engineering robustness, model interpretability, and comparative evaluation under standardized experimental conditions.
What are top Tabular Data Processing projects in 2026?
Top projects integrate reproducible preprocessing workflows, algorithmic benchmarking, statistically validated performance metrics, and cross-dataset generalization analysis.
Is the Tabular Data Processing domain suitable or best for final-year projects?
The tabular data processing domain is suitable due to its software-only scope, extensive IEEE research support, and clearly defined evaluation frameworks for academic validation.
Which algorithms are commonly used in IEEE tabular data processing projects?
Common algorithms include gradient-boosted decision trees, probabilistic models, feature interaction learning methods, and optimization-driven regression and classification frameworks.
How are IEEE tabular data processing projects evaluated?
Evaluation relies on metrics such as accuracy, precision, recall, stability, generalization performance, and statistical significance across multiple tabular datasets.
Do tabular data processing projects support large-scale datasets?
Yes, IEEE-aligned tabular data systems are designed with scalable data pipelines capable of handling high-dimensional and large-volume structured datasets.
Can tabular data processing projects be extended into research publications?
These projects are suitable for research extension due to modular analytical design, reproducible experiments, and strong alignment with IEEE journal publication requirements.
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