Classical ML Algorithm Projects For Final Year - IEEE Domain Overview
Classical machine learning algorithms focus on learning patterns from structured data using mathematically grounded models and explicit optimization objectives. Unlike deep learning approaches, these algorithms rely heavily on feature representation quality, statistical assumptions, and well-defined loss functions to achieve reliable and interpretable performance across diverse datasets.
In Classical ML Algorithm Projects For Final Year, IEEE-aligned research emphasizes evaluation-driven model comparison, benchmark-based experimentation, and reproducible validation. Methodologies explored in Classical ML Algorithm Projects For Students prioritize careful feature engineering, hyperparameter sensitivity analysis, and robustness assessment to ensure consistent generalization behavior across different data distributions.
Classical ML Algorithm Projects For Students - 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: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:DLP-25-0213 Published on: Nov 2025
Base Paper Title:
Enhancing Bangla Speech Emotion Recognition Through Machine Learning Architectures
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Speech Emotion Recognition
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning, 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: Energy & Utilities Tech, Automotive
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Statistical Algorithms, Ensemble Learning, Deep Neural Networks
Wisen Code:AND-25-0016 Published on: Oct 2025
Base Paper Title:
Enhanced Phishing Detection Approach Using a Layered Model: Domain Squatting and URL Obfuscation Identification and Lexical Feature-Based Classification
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries:
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0276 Published on: Oct 2025
Base Paper Title:
Automated Classification of User Exercise Poses in Virtual Reality Using Machine Learning-Based Human Pose Estimation
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Pose Estimation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications:
Algorithms: Classical ML Algorithms, Ensemble Learning
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:DAS-25-0020 Published on: Oct 2025
Base Paper Title:
Multimodal Outlier Optimizer for Textual, Numeric, and Image Data
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Telecommunications
Applications: Remote Sensing, Surveillance, Anomaly Detection
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:NET-25-0075 Published on: Oct 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, Reinforcement Learning
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: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:AND-25-0013 Published on: Oct 2025
Base Paper Title:
XAI-SkinCADx: A Six-Stage Explainable Deep Ensemble Framework for Skin Cancer Diagnosis and Risk-Based Clinical Recommendations
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Recommendation Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Residual Network, Ensemble Learning, Deep Neural Networks
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: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: Manufacturing & Industry 4.0, E-commerce & Retail, Logistics & Supply Chain
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, Reinforcement Learning, Ensemble Learning
Wisen Code:CYS-25-0026 Published on: Sept 2025
Base Paper Title:
ROBENS: A Robust Ensemble System for Password Strength Classification
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms, 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-25-0183 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:NET-25-0067 Published on: Sept 2025
Base Paper Title:
Reinforcement Learning With Clustering Optimization for Antenna Parameter Adjustment in HAPS Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, Reinforcement Learning
Wisen Code:IMP-25-0143 Published on: Sept 2025
Base Paper Title:
Innovative Methodology for Determining Basic Wood Density Using Multispectral Images and MAPIR RGNIR Camera
Data Type: Image Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Agriculture & Food Tech, Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
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: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: Manufacturing & Industry 4.0, Energy & Utilities Tech
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:MAC-25-0046 Published on: Sept 2025
Base Paper Title:
BSM-DND: Bias and Sensitivity-Aware Multilingual Deepfake News Detection Using Bloom Filters and Recurrent Feature Elimination
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Media & Entertainment, Social Media & Communication Platforms, Government & Public Services
Applications:
Algorithms: Classical ML Algorithms
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-25-0073 Published on: Sept 2025
Base Paper Title:
A Hybrid Neural-CRF Framework for Assamese Part-of-Speech Tagging
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Token Classification
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, RNN/LSTM
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:IMP-25-0250 Published on: Sept 2025
Base Paper Title:
A Fine-Grained Remote Sensing Classification Approach for Mine Development Land Types Based on the Integration of HRNet and DeepLabV3+
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Classical ML Algorithms, CNN
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: Logistics & Supply Chain, Automotive
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:MAC-25-0035 Published on: Sept 2025
Base Paper Title:
A Comprehensive Study on Frequent Pattern Mining and Clustering Categories for Topic Detection in Persian Text Stream
Data Type: Text Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Topic Modeling
Audio Task: None
Industries: Social Media & Communication Platforms
Applications: Information Retrieval
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0010 Published on: Sept 2025
Base Paper Title:
Hand Signs Recognition by Deep Muscle Impedimetric Measurements
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0085 Published on: Sept 2025
Base Paper Title:
High-Accuracy Mapping of Coastal and Wetland Areas Using Multisensor Data Fusion and Deep Feature Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:MAC-25-0019 Published on: Sept 2025
Base Paper Title:
Evaluation of Machine Learning and Deep Learning Models for Fake News Detection in Arabic Headlines
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer
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: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:DAS-25-0030 Published on: Sept 2025
Base Paper Title:
Towards Automated Classification of Adult Attachment Interviews in German Language Using the BERT Language Model
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: Classical ML Algorithms, Text Transformer, Ensemble Learning
Wisen Code:NET-25-0072 Published on: Aug 2025
Base Paper Title:
A Modified Min-Max Method With Adaptive Distance Adjustment for RSSI-Based Indoor Localization
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure, Logistics & Supply Chain
Applications:
Algorithms: Classical ML Algorithms
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: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-25-0015 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:CLC-25-0018 Published on: Aug 2025
Base Paper Title:
Cloud-Enabled Predictive Modeling of Mental Health Using Ensemble Machine Learning Models and AES-256 Security
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, 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:DLP-25-0204 Published on: Aug 2025
Base Paper Title:
SetFitQuad: A Few-Shot Framework for Aspect Sentiment Quad Prediction With Sampling Strategies
Data Type: Text Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: None
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, Transfer Learning, Text Transformer
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:CYS-25-0034 Published on: Aug 2025
Base Paper Title:
Machine Learning for Early Detection of Phishing URLs in Parked Domains: An Approach Applied to a Financial Institution
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Finance & FinTech, Banking & Insurance
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CYS-25-0041 Published on: Aug 2025
Base Paper Title:
CAXF-LCCDE: An Enhanced Feature Extraction and Ensemble Learning Model for XSS Detection
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
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: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: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, Deep Neural Networks
Wisen Code:DLP-25-0088 Published on: Aug 2025
Base Paper Title:
What’s Going On in Dark Web Question and Answer Forums: Topic Diversity and Linguistic Characteristics
Data Type: Text Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Topic Modeling
Audio Task: None
Industries: Government & Public Services
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, Statistical Algorithms
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: Healthcare & Clinical AI, Biomedical & Bioinformatics, Environmental & Sustainability
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: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:CLC-25-0003 Published on: Jul 2025
Base Paper Title:
Edge Server Placement and Task Allocation for Maximum Delay Reduction
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Smart Cities & Infrastructure, Automotive
Applications: Decision Support Systems, Wireless Communication
Algorithms: Classical ML Algorithms, Statistical Algorithms
Wisen Code:DLP-25-0037 Published on: Jul 2025
Base Paper Title:
A Hybrid Deep Learning-Machine Learning Stacking Model for Yemeni Arabic Dialect Sentiment Analysis
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning
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: Government & Public Services, Smart Cities & Infrastructure
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0031 Published on: Jul 2025
Base Paper Title:
Autism spectrum disorder detection using parallel DCNN with improved teaching learning optimization feature selection scheme
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Evolutionary Algorithms
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:IMP-25-0203 Published on: Jul 2025
Base Paper Title:
Highlight Removal From Wireless Capsule Endoscopy Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Inpainting
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0140 Published on: Jul 2025
Base Paper Title:
Brain-Shapelet: A Framework for Capturing Instantaneous Abnormalities in Brain Activity for Autism Spectrum Disorder Diagnosis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms
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:GAI-25-0027 Published on: Jul 2025
Base Paper Title:
Driving Mechanisms of User Engagement With AI-Generated Content on Social Media Platforms: A Multimethod Analysis Combining LDA and fsQCA
Data Type: Text Data
AI/ML/DL Task: Generative Task
CV Task: None
NLP Task: Topic Modeling
Audio Task: None
Industries: Social Media & Communication Platforms
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0118 Published on: Jul 2025
Base Paper Title:
Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data
Data Type: Multi Modal Data
AI/ML/DL Task: Regression Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Finance & FinTech, Government & Public Services, Agriculture & Food Tech
Applications: Remote Sensing, Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Vision Transformer
Wisen Code:MAC-25-0011 Published on: Jul 2025
Base Paper Title:
A Comparative Study of Sequence Clustering Algorithms
Data Type: Text Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Biomedical & Bioinformatics
Applications: None
Algorithms: Classical ML Algorithms
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: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: Finance & FinTech, Banking & Insurance, E-commerce & Retail
Applications: Predictive Analytics, Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, GAN
Wisen Code:DLP-25-0131 Published on: Jul 2025
Base Paper Title:
ANN-SVM-IP: An Innovative Method for Rapidly and Efficiently Detecting and Classifying of External Defects of Apple Fruits
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications: None
Algorithms: Classical ML Algorithms
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:NET-25-0066 Published on: Jul 2025
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, Deep Neural Networks
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:BIG-25-0028 Published on: Jul 2025
Base Paper Title:
Optimizing Multimodal Data Queries in Data Lakes
Data Type: Multi Modal Data
AI/ML/DL Task: None
CV Task: Image Retrieval
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, Deep Neural Networks
Wisen Code:NET-25-0036 Published on: Jul 2025
Base Paper Title:
Machine Learning Aided Resilient Spectrum Surveillance for Cognitive Tactical Wireless Networks: Design and Proof-of-Concept
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Autoencoders
Wisen Code:MAC-25-0031 Published on: Jul 2025
Base Paper Title:
Multi-Modal Feature Set-Based Detection of Freezing of Gait in Parkinson’s Disease Patients Using SVM
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
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-25-0102 Published on: Jun 2025
Base Paper Title:
Performance Evaluation of Different Speech-Based Emotional Stress Level Detection Approaches
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Speech Emotion Recognition
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech, Automotive
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Transfer Learning, Text Transformer
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:IMP-25-0235 Published on: Jun 2025
Base Paper Title:
Multisensor Remote Sensing and Advanced Image Processing for Integrated Assessment of Geological Structure and Environmental Dynamics
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Agriculture & Food Tech, Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0306 Published on: Jun 2025
Base Paper Title:
Energy-Efficient SAR Coherent Change Detection Based on Deep Multithreshold Spiking-UNet
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Change Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Environmental & Sustainability
Applications: Remote Sensing, Surveillance
Algorithms: Classical ML Algorithms, CNN, Residual Network, Deep Neural Networks
Wisen Code:DLP-25-0036 Published on: Jun 2025
Base Paper Title:
Trust Decay-Based Temporal Learning for Dynamic Recommender Systems With Concept Drift Adaptation
Data Type: Text Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Personalization, Recommendation Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, Autoencoders
Wisen Code:CYS-25-0036 Published on: Jun 2025
Base Paper Title:
Integrating Sociocultural Intelligence Into Cybersecurity: A LESCANT-Based Approach for Phishing and Social Engineering Detection
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Text Transformer
Wisen Code:NET-25-0040 Published on: Jun 2025
Base Paper Title:
Cooperative Communication Resources Scheduling of Satellite Network Using a Mixed Vector Encoding Heuristic Algorithm
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Logistics & Supply Chain
Applications:
Algorithms: Classical ML Algorithms, Reinforcement Learning
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: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:IMP-25-0049 Published on: Jun 2025
Base Paper Title:
Enhancing Hyperspectral Images Compressive Sensing Reconstruction With Smooth Low-Rankness Joint Gradient Sparsity
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Reconstruction
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
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-25-0157 Published on: Jun 2025
Base Paper Title:
Customized Spectro-Temporal CNN Feature Extraction and ELM-Based Classifier for Accurate Respiratory Obstruction Detection
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
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:DLP-25-0115 Published on: Jun 2025
Base Paper Title:
Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms, Autoencoders
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-25-0039 Published on: Jun 2025
Base Paper Title:
Real-Time Automated Cyber Threat Classification and Emerging Threat Detection Framework
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Statistical Algorithms, Ensemble Learning
Wisen Code:CYS-25-0003 Published on: Jun 2025
Base Paper Title:
MalPacDetector: An LLM-Based Malicious NPM Package Detector
Data Type: Text 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, Text Transformer
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:IMP-25-0206 Published on: Jun 2025
Base Paper Title:
Consistency Preserved Nonuniform Scattering Removal for Wide-Swath Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Dehazing
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
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: Energy & Utilities Tech, Finance & FinTech, Biomedical & Bioinformatics
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0104 Published on: Jun 2025
Base Paper Title:
Effective Tumor Annotation for Automated Diagnosis of Liver Cancer
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
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:INS-25-0029 Published on: Jun 2025
Base Paper Title:
Security-Enhanced Image Encryption: Combination of S-Boxes and Hyperchaotic Integrated Systems
Data Type: Image Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Government & Public Services
Applications: None
Algorithms: Classical ML Algorithms
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:DLP-25-0027 Published on: May 2025
Base Paper Title:
A Multi-Modal Approach for the Molecular Subtype Classification of Breast Cancer by Using Vision Transformer and Novel SVM Polyvariant Kernel
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN, Vision Transformer
Wisen Code:NET-25-0012 Published on: May 2025
Base Paper Title:
Impact of Channel and System Parameters on Performance Evaluation of Frequency Extrapolation Using Machine Learning
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Logistics & Supply Chain
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, CNN, Autoencoders
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: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:NET-25-0060 Published on: May 2025
Base Paper Title:
Joint Optimization of UAV Placement and Resource Allocation in FDMA Wireless-Powered Sensor Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
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-25-0195 Published on: May 2025
Base Paper Title:
Data-Driven Policy Making Framework Utilizing TOWS Analysis
Data Type: Text Data
AI/ML/DL Task: None
CV Task: None
NLP Task: Topic Modeling
Audio Task: None
Industries: Government & Public Services
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Text Transformer
Wisen Code:IMP-25-0180 Published on: May 2025
Base Paper Title:
Estimation of Forest Aboveground Biomass Using Multitemporal Quad-Polarimetric PALSAR-2 SAR Data by Model-Free Decomposition Approach in Planted Forest
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Environmental & Sustainability
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CLC-25-0002 Published on: May 2025
Base Paper Title:
Novel Unsupervised Cluster Reinforcement Q-Learning in Minimizing Energy Consumption of Federated Edge Cloud
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, Reinforcement Learning
Wisen Code:DLP-25-0053 Published on: May 2025
Base Paper Title:
Defect Location Analysis of CFRP Plates Based on Morphological Filtering Technique
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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:IMP-25-0205 Published on: May 2025
Base Paper Title:
An Integrated Sample-Free Method for Agricultural Field Delineation From High-Resolution Remote Sensing Imagery
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0119 Published on: May 2025
Base Paper Title:
Fused YOLO and Traditional Features for Emotion Recognition From Facial Images of Tamil and Russian Speaking Children: A Cross-Cultural Study
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Marketing & Advertising Tech
Applications:
Algorithms: Classical ML Algorithms, Single Stage Detection, Ensemble Learning
Wisen Code:IMP-25-0007 Published on: May 2025
Base Paper Title:
An Efficient Encoding Spectral Information in Hyperspectral Images for Transfer Learning of Mask R-CNN for Instance Segmentation of Tomato Sepals
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Segmentation
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Logistics & Supply Chain
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Two Stage Detection, CNN
Wisen Code:DLP-25-0011 Published on: May 2025
Base Paper Title:
Lorenz-PSO Optimized Deep Neural Network for Enhanced Phonocardiogram Classification
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Evolutionary Algorithms
Wisen Code:NWS-25-0030 Published on: May 2025
Base Paper Title:
IoT Device Identification Techniques: A Comparative Analysis for Security Practitioners
Data Type: None
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Telecommunications
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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: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:NWS-25-0011 Published on: Apr 2025
Base Paper Title:
SDN Controller Selection and Secure Resource Allocation
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, RNN/LSTM
Wisen Code:DLP-25-0144 Published on: Apr 2025
Base Paper Title:
Research on Book Recommendation Integrating Book Category Features and User Attribute Information
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, E-commerce & Retail
Applications: Personalization, Recommendation Systems
Algorithms: Classical ML Algorithms
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-25-0016 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:NWS-25-0027 Published on: Apr 2025
Base Paper Title:
Protection Against Poisoning Attacks on Federated Learning-Based Spectrum Sensing $\$ $ \lg $\$ $ }} ?>
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0035 Published on: Apr 2025
Base Paper Title:
Capturing Fine-Grained Food Image Features Through Iterative Clustering and Attention Mechanisms
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Agriculture & Food Tech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0111 Published on: Apr 2025
Base Paper Title:
Adaptive Input Sampling: A Novel Approach for Efficient Object Detection in High Resolution Traffic Monitoring Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Single Stage Detection
Wisen Code:IMP-25-0096 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech, Marketing & Advertising Tech
Applications: None
Algorithms: Classical ML Algorithms, Ensemble Learning
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: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: Manufacturing & Industry 4.0, Energy & Utilities Tech
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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:IMP-25-0038 Published on: Apr 2025
Base Paper Title:
A Fallback Localization Algorithm for Automated Vehicles Based on Object Detection and Tracking
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Object Detection
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0178 Published on: Apr 2025
Base Paper Title:
Domain-Generalized Emotion Recognition on German Text Corpora
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Personalization, Decision Support Systems, Recommendation Systems, Chatbots & Conversational AI
Algorithms: Classical ML Algorithms, RNN/LSTM, Text Transformer
Wisen Code:DLP-25-0166 Published on: Apr 2025
Base Paper Title:
Vision Transformers Versus Convolutional Neural Networks: Comparing Robustness by Exploiting Varying Local Features
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, CNN, Vision Transformer, Residual Network
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:NET-25-0007 Published on: Apr 2025
Base Paper Title:
ST-D3QN: Advancing UAV Path Planning With an Enhanced Deep Reinforcement Learning Framework in Ultra-Low Altitudes
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, Reinforcement Learning
Wisen Code:CYS-25-0037 Published on: Apr 2025
Published on: Apr 2025Base Paper Title:
Integrating Sentiment Analysis With Machine Learning for Cyberbullying Detection on Social Media
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Education & EdTech
Applications:
Algorithms: Classical ML Algorithms, 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: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: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:IMP-25-0187 Published on: Apr 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications:
Algorithms: Classical ML Algorithms, CNN, Vision Transformer
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:NET-25-0057 Published on: Apr 2025
Base Paper Title:
Budget-feasible truthful mechanism for resource allocation and pricing in vehicle computing
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Automotive, Telecommunications
Applications: Decision Support Systems, Wireless Communication
Algorithms: Classical ML Algorithms, Convex Optimization
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: Energy & Utilities Tech, Smart Cities & Infrastructure
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms
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: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, Healthcare & Clinical AI, Logistics & Supply Chain, Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms, CNN
Wisen Code:IMP-25-0243 Published on: Mar 2025
Base Paper Title:
Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images
Data Type: Multi Modal Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning
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:IMP-25-0121 Published on: Mar 2025
Base Paper Title:
Integrating Random Forest With Boundary Enhancement for Mapping Crop Planting Structure at the Parcel Level From Remote Sensing Images
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech
Applications:
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
Wisen Code:BIG-25-0015 Published on: Mar 2025
Base Paper Title:
Toward an Integrated Intelligent Framework for Crowd Control and Management (IICCM)
Data Type: Image Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications: Predictive Analytics, Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, GAN, CNN, Vision Transformer
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: Manufacturing & Industry 4.0, Energy & Utilities Tech, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Surveillance, Anomaly Detection
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:CLS-25-0008 Published on: Mar 2025
Base Paper Title:
Sustainable AI With Quantum-Inspired Optimization: Enabling End-to-End Automation in Cloud-Edge Computing
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:NET-25-0053 Published on: Mar 2025
Base Paper Title:
Low-Latency and Energy-Efficient Federated Learning Over Cell-Free Networks: A Trade-Off Analysis
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:IMP-25-0297 Published on: Mar 2025
Base Paper Title:
Handwritten Amharic Character Recognition Through Transfer Learning: Integrating CNN Models and Machine Learning Classifiers
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Optical Character Recognition (OCR)
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Education & EdTech
Applications: Information Retrieval
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
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:CLC-25-0011 Published on: Mar 2025
Base Paper Title:
A Game Theoretical Priority-Aware R2V Task Offloading Framework for Vehicular Fog Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Logistics & Supply Chain
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
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:IMP-25-0222 Published on: Mar 2025
Base Paper Title:
Adaptive Token Mixer for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Agriculture & Food Tech, Environmental & Sustainability
Applications: None
Algorithms: Classical ML Algorithms, CNN
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:MAC-25-0006 Published on: Mar 2025
Base Paper Title:
Depression and Anxiety Screening for Pregnant Women via Free Conversational Speech in Naturalistic Condition
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Speech Emotion Recognition
Industries: Healthcare & Clinical AI
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, Ensemble Learning
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-25-0024 Published on: Mar 2025
Base Paper Title:
Innovative Tailored Semantic Embedding and Machine Learning for Precise Prediction of Drug-Drug Interaction Seriousness
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Transfer Learning, 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:DLP-25-0194 Published on: Mar 2025
Base Paper Title:
Examining Customer Satisfaction Through Transformer-Based Sentiment Analysis for Improving Bilingual E-Commerce Experiences
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: E-commerce & Retail, Marketing & Advertising Tech
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, Text Transformer, Ensemble Learning
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:DLP-25-0125 Published on: Mar 2025
Base Paper Title:
Using Deep Learning Transformers for Detection of Hedonic Emotional States by Analyzing Eudaimonic Behavior of Online Users
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, Education & EdTech, Marketing & Advertising Tech
Applications: Predictive Analytics
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer, Ensemble Learning
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:IMP-25-0202 Published on: Mar 2025
Base Paper Title:
Optimizing Stroke Recognition With MediaPipe and Machine Learning: An Explainable AI Approach for Facial Landmark Analysis
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
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: Manufacturing & Industry 4.0, Energy & Utilities Tech
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:DLP-25-0120 Published on: Mar 2025
Base Paper Title:
FLaNS: Feature-Label Negative Sampling for Out-of-Distribution Detection
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, Vision Transformer
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:DLP-25-0055 Published on: Mar 2025
Base Paper Title:
Imposing Correlation Structures for Deep Binaural Spatio-Temporal Wiener Filtering
Data Type: Audio Data
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: Speech Enhancement
Industries: Healthcare & Clinical AI
Applications: None
Algorithms: Classical ML Algorithms, RNN/LSTM
Wisen Code:IMP-25-0146 Published on: Mar 2025
Base Paper Title:
Estimation of Road Pavement Surface Conditions via Time Series of Satellite Synthetic Aperture Radar Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure
Applications: None
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0039 Published on: Mar 2025
Base Paper Title:
FiSC: A Novel Approach for Fitzpatrick Scale-Based Skin Analyzer’s Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, Ensemble Learning
Wisen Code:DLP-25-0156 Published on: Mar 2025
Base Paper Title:
Deep Learning-Based Super-Resolution of Remote Sensing Images for Enhanced Groundwater Quality Assessment and Environmental Monitoring in Urban Areas
Data Type: Multi Modal Data
AI/ML/DL Task: Generative Task
CV Task: Image Super-Resolution
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0197 Published on: Mar 2025
Published on: Mar 2025Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Social Media & Communication Platforms, Government & Public Services
Applications:
Algorithms: Classical ML Algorithms, RNN/LSTM
Wisen Code:CYS-25-0051 Published on: Mar 2025
Base Paper Title:
Cyber Attack Prediction: From Traditional Machine Learning to Generative Artificial Intelligence
Data Type: Text 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-25-0014 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: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: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: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:CLS-25-0006 Published on: Feb 2025
Base Paper Title:
A Privacy-Preserving Federated Learning With a Feature of Detecting Forged and Duplicated Gradient Model in Autonomous Vehicle
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries:
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0168 Published on: Feb 2025
Base Paper Title:
Enhancing Voice Phishing Detection Using Multilingual Back-Translation and SMOTE: An Empirical Study
Data Type: Audio Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: None
Audio Task: Audio Classification
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Ensemble Learning, Deep Neural Networks
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:IMP-25-0024 Published on: Feb 2025
Base Paper Title:
Explainable Mapping of the Irregular Land Use Parcel With a Data Fusion Deep-Learning Model
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Government & Public Services, Smart Cities & Infrastructure
Applications:
Algorithms: Classical ML Algorithms, Vision Transformer
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: Healthcare & Clinical AI, Biomedical & Bioinformatics
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-25-0016 Published on: Feb 2025
Base Paper Title:
A Comparative Study of Network Slicing Techniques for Effective Utilization of Channel for 5G and Beyond 5G Networks
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms
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: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:NWS-25-0023 Published on: Feb 2025
Base Paper Title:
Anomaly Detection-Based UE-Centric Inter-Cell Interference Suppression
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Telecommunications
Applications: Anomaly Detection, Wireless Communication
Algorithms: Classical ML Algorithms, Deep Neural Networks
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: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:AND-25-0003 Published on: Feb 2025
Base Paper Title:
Enhancing Mobile App Recommendations With Crowdsourced Educational Data Using Machine Learning and Deep Learning
Data Type: Text Data
AI/ML/DL Task: Recommendation Task
CV Task: None
NLP Task: None
Audio Task: None
Industries: Education & EdTech
Applications: Recommendation Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, Autoencoders, Deep Neural Networks, Graph Neural Networks
Wisen Code:DLP-25-0078 Published on: Feb 2025
Base Paper Title:
A Sensory Glove With a Limited Number of Sensors for Recognition of the Finger Alphabet of Polish Sign Language
Data Type: Video 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, RNN/LSTM, CNN
Wisen Code:DLP-25-0138 Published on: Feb 2025
Base Paper Title:
Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Smart Cities & Infrastructure, Agriculture & Food Tech, Environmental & Sustainability
Applications: Remote Sensing
Algorithms: Classical ML Algorithms, Statistical Algorithms
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:NET-25-0008 Published on: Feb 2025
Base Paper Title:
Provisioning of Time-Sensitive and Non-Time-Sensitive Flows With Assured Performance
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Manufacturing & Industry 4.0
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms
Wisen Code:DLP-25-0155 Published on: Feb 2025
Base Paper Title:
Analysis of Near-Fall Detection Method Utilizing Dynamic Motion Images and Transfer Learning
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI
Applications: Decision Support Systems, Anomaly Detection
Algorithms: Classical ML Algorithms, CNN, Ensemble Learning
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: Energy & Utilities Tech, Smart Cities & Infrastructure, Agriculture & Food Tech, Logistics & Supply Chain, Telecommunications
Applications: Wireless Communication
Algorithms: Classical ML Algorithms
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:IMP-25-0025 Published on: Feb 2025
Base Paper Title:
Human Pose Estimation and Event Recognition via Feature Extraction and Neuro-Fuzzy Classifier
Data Type: Video Data
AI/ML/DL Task: Classification Task
CV Task: Pose Estimation
NLP Task: None
Audio Task: None
Industries: Media & Entertainment, Government & Public Services
Applications: None
Algorithms: Classical ML Algorithms
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: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:NET-25-0031 Published on: Jan 2025
Base Paper Title:
Optimizing Energy and Spectral Efficiency in Mobile Networks: A Comprehensive Energy Sustainability Framework for Network Operators
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: Energy & Utilities Tech, Environmental & Sustainability
Applications:
Algorithms: Classical ML Algorithms, Ensemble Learning
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:MAC-25-0067 Published on: Jan 2025
Base Paper Title:
A Hybrid K-Means++ and Particle Swarm Optimization Approach for Enhanced Document Clustering
Data Type: Text Data
AI/ML/DL Task: Clustering Task
CV Task: None
NLP Task: Topic Modeling
Audio Task: None
Industries: None
Applications: Information Retrieval
Algorithms: Classical ML 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:DLP-25-0032 Published on: Jan 2025
Base Paper Title:
A Generalized Zero-Shot Deep Learning Classifier for Emotion Recognition Using Facial Expression Images
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: Zero-Shot Classification
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms, CNN
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:IMP-25-0285 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, CNN
Wisen Code:DLP-25-0019 Published on: Jan 2025
Base Paper Title:
Robust and Sparse Kernel-Free Quadratic Surface LSR via L2,p-Norm With Feature Selection for Multi-Class Image Classification
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: None
Applications: None
Algorithms: Classical ML Algorithms
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: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Predictive Analytics, Decision Support Systems
Algorithms: Classical ML Algorithms, Evolutionary Algorithms
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:NWS-25-0020 Published on: Jan 2025
Base Paper Title:
Routing and Wavelength Assignment in Hybrid Networks With Classical and Quantum Signals
Data Type: None
AI/ML/DL Task: None
CV Task: None
NLP Task: None
Audio Task: None
Industries: None
Applications:
Algorithms: Classical ML Algorithms
Wisen Code:INS-25-0037 Published on: Jan 2025
Data Type: Image Data
AI/ML/DL Task: None
CV Task: Visual Anomaly Detection
NLP Task: None
Audio Task: None
Industries: None
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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:DLP-25-0082 Published on: Jan 2025
Base Paper Title:
Leveraging Multilingual Transformer for Multiclass Sentiment Analysis in Code-Mixed Data of Low-Resource Languages
Data Type: Text Data
AI/ML/DL Task: Classification Task
CV Task: None
NLP Task: Text Classification
Audio Task: None
Industries: Healthcare & Clinical AI, E-commerce & Retail, Education & EdTech
Applications: Decision Support Systems
Algorithms: Classical ML Algorithms, RNN/LSTM, CNN, Text Transformer
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: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:IMP-25-0219 Published on: Jan 2025
Base Paper Title:
Detection and Classification Method for Early-Stage Colorectal Cancer Using Dyadic Wavelet Packet Transform
Data Type: Image Data
AI/ML/DL Task: Classification Task
CV Task: Image Classification
NLP Task: None
Audio Task: None
Industries: Healthcare & Clinical AI, Biomedical & Bioinformatics
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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: Manufacturing & Industry 4.0, Healthcare & Clinical AI, Smart Cities & Infrastructure
Applications: Anomaly Detection
Algorithms: Classical ML Algorithms
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
Classical ML Algorithm Projects For Students - Key Algorithm Used
Linear Regression and Classification Models:
Linear models form the foundation of classical machine learning by modeling relationships between input features and target variables through linear combinations. These algorithms emphasize interpretability, convex optimization, and statistical consistency.
In Classical ML Algorithm Projects For Final Year, linear methods are evaluated using benchmark datasets and error-based metrics. IEEE Classical ML Algorithm Projects and Final Year Classical ML Algorithm Projects emphasize reproducible experimentation to analyze bias and variance tradeoffs.
Decision Tree Based Algorithms:
Decision trees learn hierarchical decision rules by recursively partitioning feature space. These algorithms focus on rule-based reasoning and feature importance analysis.
Research validation in Classical ML Algorithm Projects For Final Year emphasizes controlled experiments and metric-driven benchmarking. Classical ML Algorithm Projects For Students commonly use tree-based methods within IEEE Classical ML Algorithm Projects for interpretability studies.
Support Vector Machines:
Support vector machines maximize margin separation between classes using kernel-based transformations. These models emphasize robust generalization in high-dimensional feature spaces.
In Classical ML Algorithm Projects For Final Year, SVM approaches are validated through comparative benchmarking. IEEE Classical ML Algorithm Projects emphasize reproducibility and quantitative comparison across kernels.
Instance-Based Learning Algorithms:
Instance-based algorithms make predictions by comparing new samples to stored instances using distance measures. These methods emphasize local decision-making and similarity analysis.
In Classical ML Algorithm Projects For Final Year, instance-based approaches are evaluated using controlled experiments. Classical ML Algorithm Projects For Students and Final Year Classical ML Algorithm Projects emphasize robustness aligned with IEEE standards.
Probabilistic Learning Models:
Probabilistic models learn distributions over data and targets, enabling uncertainty-aware predictions. These approaches emphasize statistical inference and likelihood maximization.
In Classical ML Algorithm Projects For Final Year, probabilistic methods are evaluated using reproducible protocols. IEEE Classical ML Algorithm Projects emphasize quantitative comparison of predictive uncertainty.
Classical ML Algorithm Projects For Students - Wisen TMER-V Methodology
T — Task What primary task (& extensions, if any) does the IEEE journal address?
- Classical machine learning tasks focus on predictive modeling using explicit feature representations.
- IEEE literature studies supervised, unsupervised, and probabilistic learning formulations.
- Feature-based prediction
- Model fitting
- Objective optimization
- Performance evaluation
M — Method What IEEE base paper algorithm(s) or architectures are used to solve the task?
- Dominant methods rely on statistical learning theory and optimization principles.
- IEEE research emphasizes reproducible modeling and evaluation-driven design.
- Linear modeling
- Tree-based learning
- Kernel methods
- Probabilistic inference
E — Enhancement What enhancements are proposed to improve upon the base paper algorithm?
- Enhancements focus on improving generalization and robustness.
- IEEE studies integrate feature selection and regularization strategies.
- Feature engineering
- Regularization tuning
- Hyperparameter optimization
- Noise handling
R — Results Why do the enhancements perform better than the base paper algorithm?
- Results demonstrate improved predictive accuracy and model stability.
- IEEE evaluations emphasize statistically significant metric gains.
- Higher accuracy
- Improved F1-score
- Stable generalization
- Reduced overfitting
V — Validation How are the enhancements scientifically validated?
- Validation relies on benchmark datasets and controlled experimental protocols.
- IEEE methodologies stress reproducibility and comparative analysis.
- Cross-validation
- Metric-driven comparison
- Ablation studies
- Statistical testing
IEEE Classical ML Algorithm Projects - Libraries & Frameworks
scikit-learn:
scikit-learn provides a comprehensive suite of classical machine learning algorithms and evaluation tools. It supports rapid experimentation with feature-based models and standardized validation workflows.
In Classical ML Algorithm Projects For Final Year, scikit-learn enables reproducible experimentation. Classical ML Algorithm Projects For Students, IEEE Classical ML Algorithm Projects, and Final Year Classical ML Algorithm Projects rely on it for benchmark-based evaluation.
NumPy:
NumPy supports numerical computation and matrix operations essential for implementing classical algorithms. It enables efficient handling of feature matrices and optimization routines.
Classical ML Algorithm Projects For Final Year and Classical ML Algorithm Projects For Students use NumPy to ensure consistent numerical analysis across IEEE Classical ML Algorithm Projects.
Pandas:
Pandas is used for structured data handling, preprocessing, and feature preparation. These steps are critical for reproducible experimentation.
In Classical ML Algorithm Projects For Final Year, Pandas ensures standardized data pipelines. Final Year Classical ML Algorithm Projects rely on it for controlled preprocessing.
Matplotlib:
Matplotlib supports visualization of model behavior, decision boundaries, and performance metrics. Visualization aids interpretability and analysis.
Final Year Classical ML Algorithm Projects leverage Matplotlib to support evaluation aligned with IEEE Classical ML Algorithm Projects.
SciPy:
SciPy provides optimization routines and statistical functions used in classical learning algorithms. It supports advanced modeling and evaluation.
IEEE Classical ML Algorithm Projects rely on SciPy for reproducible numerical experiments.
Classical ML Algorithm Projects For Final Year - Real World Applications
Predictive Analytics and Forecasting:
Classical machine learning algorithms are widely used in predictive analytics to model trends and patterns from historical data. Feature-driven modeling enables reliable forecasting.
In Classical ML Algorithm Projects For Final Year, this application is evaluated using benchmark datasets. IEEE Classical ML Algorithm Projects, Classical ML Algorithm Projects For Students, and Final Year Classical ML Algorithm Projects emphasize metric-driven validation.
Classification and Decision Support Systems:
Decision support systems rely on classical classifiers to categorize inputs and assist decision-making. Interpretability enhances trust and usability.
Research validation in Classical ML Algorithm Projects For Final Year focuses on reproducibility. Classical ML Algorithm Projects For Students and IEEE Classical ML Algorithm Projects rely on controlled evaluation.
Anomaly and Outlier Detection:
Anomaly detection applications identify rare or unusual patterns within data. Classical ML algorithms emphasize statistical deviation analysis.
Final Year Classical ML Algorithm Projects evaluate performance using reproducible protocols. Classical ML Algorithm Projects For Students and IEEE Classical ML Algorithm Projects emphasize benchmark-driven analysis.
Recommendation and Ranking Systems:
Classical ML models support ranking and recommendation through similarity-based and probabilistic approaches. Feature quality drives effectiveness.
Classical ML Algorithm Projects For Final Year emphasize quantitative validation. Classical ML Algorithm Projects For Students and IEEE Classical ML Algorithm Projects rely on standardized evaluation practices.
Risk Assessment and Scoring Models:
Risk assessment systems use classical ML algorithms to quantify uncertainty and likelihood. Interpretability supports regulatory compliance.
Classical ML Algorithm Projects For Final Year validate performance through benchmark comparison. Classical ML Algorithm Projects For Students and IEEE Classical ML Algorithm Projects emphasize consistent evaluation.
Classical ML Algorithm Projects For Students - Conceptual Foundations
Classical machine learning algorithms are grounded in statistical learning theory, where model behavior is governed by explicit mathematical formulations, optimization objectives, and well-defined assumptions about data distributions. Unlike deep learning, these methods rely on carefully designed feature representations and interpretable decision boundaries, making transparency and analytical reasoning central to model development.
From a research-oriented perspective, Classical ML Algorithm Projects For Final Year treat learning as a balance between bias, variance, and generalization rather than raw predictive power. Conceptual rigor is achieved through controlled feature selection, regularization strategies, and systematic evaluation using cross-validation and hypothesis testing aligned with IEEE machine learning research methodologies.
Within the broader data analytics ecosystem, classical machine learning intersects with classification projects and regression projects. It also connects to clustering projects, where unsupervised statistical modeling principles are extensively applied.
IEEE Classical ML Algorithm Projects - Why Choose Wisen
Wisen supports classical machine learning research through IEEE-aligned methodologies, evaluation-focused design, and structured algorithm-level implementation practices.
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Evaluation-Centric Algorithm Design
Projects are structured around rigorous statistical evaluation, cross-validation strategies, and metric-driven comparison to meet IEEE classical ML research standards.
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Research-Grade Feature Engineering
Classical ML Algorithm Projects For Final Year emphasize systematic feature selection, transformation, and ablation analysis as core research components.
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End-to-End Algorithm Workflow
The Wisen implementation pipeline supports classical ML research from data preprocessing and feature design through controlled experimentation and result interpretation.
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Scalability and Publication Readiness
Projects are designed to support extension into IEEE research papers through methodological refinement and expanded statistical analysis.
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Cross-Domain Algorithm Applicability
Wisen positions classical ML algorithms within a wider analytics ecosystem, enabling alignment with decision support, forecasting, and risk modeling domains.
Classical ML Algorithm Projects For Final Year - IEEE Research Areas
Feature Selection and Representation Learning:
This research area focuses on identifying informative features that improve model generalization. IEEE studies emphasize stability and interpretability.
Evaluation relies on ablation studies and statistical performance comparison.
Bias–Variance Tradeoff Analysis:
Research investigates how model complexity affects generalization behavior. IEEE Classical ML Algorithm Projects emphasize systematic tradeoff analysis.
Validation includes controlled experiments and cross-validation.
Regularization and Optimization Techniques:
This area studies methods that prevent overfitting through penalty terms and constrained optimization. Classical ML Algorithm Projects For Students frequently explore these techniques.
Evaluation focuses on robustness and metric consistency.
Ensemble and Hybrid Learning Models:
Research explores combining multiple classical models to improve predictive stability. Final Year Classical ML Algorithm Projects emphasize ensemble diversity.
Evaluation relies on comparative benchmarking and reproducible analysis.
Statistical Evaluation and Hypothesis Testing:
Metric research focuses on validating performance gains using statistical significance tests. IEEE studies emphasize rigorous evaluation protocols.
Evaluation includes confidence intervals and hypothesis-driven analysis.
Final Year Classical ML Algorithm Projects - Career Outcomes
Machine Learning Research Engineer:
Research engineers design and validate classical learning models with emphasis on statistical rigor and interpretability. Classical ML Algorithm Projects For Final Year align directly with IEEE research roles.
Expertise includes feature engineering, benchmarking, and reproducible experimentation.
Data Scientist:
Data scientists apply classical ML algorithms to extract insights from structured data. IEEE Classical ML Algorithm Projects provide strong role alignment.
Skills include model evaluation, feature analysis, and statistical validation.
AI Research Scientist – Algorithms:
AI research scientists explore theoretical and applied aspects of classical learning algorithms. Classical ML Algorithm Projects For Students serve as strong research foundations.
Expertise includes hypothesis-driven experimentation and publication-ready analysis.
Applied Analytics Engineer:
Applied engineers integrate classical ML models into decision-support systems. Final Year Classical ML Algorithm Projects emphasize robustness and scalability.
Skill alignment includes performance benchmarking and system-level validation.
Model Validation and Risk Analyst:
Validation analysts assess model reliability and uncertainty. IEEE-aligned roles prioritize statistical evaluation and interpretability.
Expertise includes evaluation protocol design and hypothesis testing.
Classical ML Algorithm Projects For Final Year - FAQ
What are some good project ideas in IEEE Classical ML Algorithm Domain Projects for a final-year student?
Good project ideas focus on supervised and unsupervised learning algorithms, feature engineering strategies, optimization objectives, and benchmark-based evaluation aligned with IEEE machine learning research.
What are trending Classical ML Algorithm final year projects?
Trending projects emphasize interpretable models, feature selection techniques, ensemble learning, and evaluation-driven experimentation.
What are top Classical ML Algorithm projects in 2026?
Top projects in 2026 focus on scalable algorithm pipelines, reproducible experimentation, and IEEE-aligned statistical evaluation methodologies.
Is the Classical ML Algorithm domain suitable or best for final-year projects?
The domain is suitable due to its strong theoretical grounding, interpretability advantages, standardized evaluation metrics, and continued relevance in IEEE research.
Which evaluation metrics are commonly used in classical machine learning research?
IEEE-aligned classical ML research evaluates performance using accuracy, precision, recall, F1-score, ROC-AUC, and error-based metrics.
How is feature engineering evaluated in classical ML projects?
Feature engineering is evaluated through ablation studies, performance comparison, and statistical significance analysis following IEEE methodologies.
What is the role of interpretability in classical ML algorithms?
Interpretability enables understanding model decisions, making classical ML suitable for domains requiring transparency and explainability.
Can classical ML algorithm projects be extended into IEEE research papers?
Yes, classical ML projects are frequently extended into IEEE research papers through novel feature representations, optimization improvements, and evaluation refinement.
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