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Sanjay Dhanka

A hybridization of XGBoost machine learning model by Optuna hyperparameter tuning suite for cardiovascular disease classification with significant effect of outliers and heterogeneous training datasets
2024 · Sanjay Dhanka, Surita Maini · International Journal of Cardiology · 100
Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review
2025 · Sanjay Dhanka, Abhinav Sharma, et al. · Archives of Computational Methods in Engineering · 89
Hybrid STO- IWGAN method based energy optimization in fuel cell electric vehicles
2024 · D. Viji, Sanjay Dhanka, et al. · Energy Conversion and Management · 66
HyOPTXGBoost and HyOPTRF: Hybridized Intelligent Systems using Optuna Optimization Framework for Heart Disease Prediction with Clinical Interpretations
2024 · Sanjay Dhanka, Surita Maini · Multimedia Tools and Applications · 66
A hybrid framework for heart disease prediction using classical and quantum-inspired machine learning techniques
2025 · Ankur Kumar, Sanjay Dhanka, et al. · Scientific Reports · 65
Random Forest for Heart Disease Detection: A Classification Approach
2021 · Sanjay Dhanka, Surita Maini · IEEE International Conference on Electrical Power and Energy Systems (ICEPES) · 65
Comprehensive analysis of supervised algorithms for coronary artery heart disease detection
2023 · Sanjay Dhanka, Vibhor Kumar Bhardwaj, et al. · Expert Systems · 63
A hybrid machine learning approach using particle swarm optimization for cardiac arrhythmia classification
2025 · Sanjay Dhanka, Surita Maini · International Journal of Cardiology · 46
A Systematic Review on Machine Learning Intelligent Systems for Heart Disease Diagnosis
2025 · Abhinav Sharma, Sanjay Dhanka, et al. · Archives of Computational Methods in Engineering · 45
Advances in Machine Learning and Deep Learning for Hormonal Disorder Diagnosis: an Exhaustive Review on PCOS, Thyroid, and Optimization Techniques
2025 · Sanjay Dhanka, Ankur Kumar, et al. · Archives of Computational Methods in Engineering · 44
A comparative study of heterogeneous machine learning algorithms for arrhythmia classification using feature selection technique and multi-dimensional datasets
2024 · Abhinav Sharma, Sanjay Dhanka, et al. · Engineering Research Express · 44
Hybrid machine learning techniques based on genetic algorithm for heart disease detection
2024 · Ankur Kumar, Sanjay Dhanka, et al. · Innovation and Emerging Technologies · 42
Multiple Machine Learning Intelligent Approaches for the Heart Disease Diagnosis
2023 · Sanjay Dhanka, Surita Maini · IEEE EUROCON - International Conference on Computer as a Tool (EUROCON) · 35
Comprehensive framework for thyroid disorder diagnosis: Integrating advanced feature selection, genetic algorithms, and machine learning for enhanced accuracy and other performance matrices
2025 · Ankur Kumar, Sanjay Dhanka, et al. · PLoS ONE · 31
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Hyper Tuned RBF SVM: A New Approach for the Prediction of the Breast Cancer
2024 · Surita Maini, Sanjay Dhanka · International Conference on Smart Energy Systems and Artificial Intelligence (SESAI) · 28
Padding interpolation, median imputation, RobustScalar, and particle swarm optimization with heterogeneous classifiers: a robust combination for effective heart disease diagnosis
2026 · Sanjay Dhanka, Ankur Kumar, et al. · Frontiers in Medicine · 26
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Data Privacy, Ethics, and the Role of AI in Customer Relationship Management
2025 · Ankur Kumar, Abhinav Sharma, et al. · Advances in computational intelligence and robotics book series · 18
Industry 5.0 with Sustainable Development
2024 · Abhinav Sharma, Sanjay Dhanka, et al. · Studies in systems, decision and control · 16
Artificial Intelligence in Epidemic Modeling and Pandemic Preparedness: A Comprehensive Review
2026 · Abhinav Sharma, Ankur Kumar, et al. · Archives of Computational Methods in Engineering · 13
Smart Crop Selection: Harnessing Machine Learning for Sustainable Agriculture in the Era of Industry 5.0
2024 · Ankur Kumar, Sanjay Dhanka, et al. · Studies in systems, decision and control · 13
A Comprehensive Review of Bias in AI, ML, and DL Models: Methods, Impacts, and Future Directions
2025 · Ankur Kumar, Sanjay Dhanka, et al. · Archives of Computational Methods in Engineering · 12
Machine Learning for Combating Mental Health Stigma
2025 · Ankur Kumar, Abhinav Sharma, et al. · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · 10
Harnessing the Power of Data Analytics to Drive Brand Engagement, Affinity, Evangelism, and Loyalty in the Modern Marketplace
2025 · Ankur Kumar, Abhinav Sharma, et al. · Advances in computational intelligence and robotics book series · 9
Comparative Analysis of Computational Intelligence Techniques for Predicting Coronary Artery Heart Disease: A Study on Logistic Regression, Support Vector Machine, and K-Nearest Neighbor
2025 · Sanjay Dhanka, Ankur Kumar, et al. · International Journal of Computer Information Systems and Industrial Management Applications · 8
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Investigation of structural and dielectric characteristics of La-doped BZT ceramics
2025 · Ajay Kumawat, Sanjay Dhanka, et al. · Journal of Materials Science Materials in Electronics · 8
Works count: 48
Citation count: 997
H-index: 17
I10-index: 22
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