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Personal Details
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| Name | Dr Davinder Paul Singh |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Davinder.Singh@sot.pdpu.ac.in |
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Educational Qualifications
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| B.E. (Information Technology, University of Jammu), 2014 |
| M.Tech. (CSE, University of Jammu), 2017 |
| Ph.D (CSE, Shri Mata Vaishno Devi University), 2023 |
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Professional Affiliation
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Awards
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Ensuring Privacy in Digital Twin Ecosystems', Wiley, Apr 2026 |
| 'Machine Learning with deep learning concepts', Leilani Katie Publication and Press, Apr 2024 |
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| Articles/Chapters Published in the books |
| 'FinBERT -based sentiment analysis of financial news for enhanced forex market decision making', Taylor and Francis, Jan 2026 |
| 'Hybrid approach for smart job matching listing using Yolov7 and TinyBERT framework', Taylor and Francis, Jan 2026 |
| 'Metro operation optimization using predictive maintenance models', Taylor and Francis, Jan 2026 |
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| Published Papers in Journals |
| 'A Comprehensive Study to Enhance Colorectal Cancer Diagnosis Using Hybrid Deep Learning Approaches: Comparative Analysis with Existing Sate of the Art Techniques', Archives of Computational Methods in Engineering, pp. 1-10, May 2026, DOI : https://doi.org/10.1007/s11831-026-10618-3 |
| 'DHCA‐Net: A Novel Dual‐Stream Hierarchical Channel Attention Network for Explainable Autism Spectrum Disorder Detection From Facial Images', International Journal of Developmental Neuroscience, pp. 1-10, Aug 2026, DOI : https://doi.org/10.1002/jdn.70158 |
| 'A Comprehensive Study of Various Hybrid Deep Learning Models for Leukaemia Classification: Comparative Analysis with Existing Studies', Archives of Computational Methods in Engineering, pp. 1-34, Apr 2026, DOI : https://doi.org/10.1007/s11831-026-10565-z |
| 'ALIGN: An AI-Driven IoT Framework for Real-Time Sitting Posture Detection', Algorithms, pp. 48-49, Jan 2026, DOI : https://doi.org/10.3390/a19010048 |
| 'Detection of Oral Squamous Cell Carcinoma Using Mixup Augmentation and Deep Learning', Natural Resources for Human Health, pp. 759-776, Aug 2026, DOI : https://doi.org/10.53365/nrfhh.591 |
| 'Advanced CNN Architecture for Brain Tumor Segmentation and Classification using BraTS-GOAT 2024 Dataset', Current Medical Imaging, pp. 1-E15734056344235, Jan 2025, DOI : https://doi.org/10.2174/0115734056344235241217155930 |
| 'A Comprehensive Review of Various Machine Learning and Deep Learning Models for Anti-Cancer Drug Response Prediction: Comparative Analysis With Existing State of the Art Methods', Archives of computational methods in engineering, pp. 1-25, Mar 2025, DOI : https://doi.org/10.1007/s11831-025-10255-2 |
| 'A Comprehensive Study on Deep Learning Models for the Detection of Diabetic Retinopathy using Pathological Images', Archives of Computational Methods in Engineering, pp. 1-32, Apr 2025, DOI : https://doi.org/10.1007/s11831-025-10315-7 |
| 'A novel hybrid deep learning approach combining deep feature attention and statistical validation for enhanced thyroid ultrasound segmentation', Scientific Reports, pp. 1-26, Dec 2025, DOI : https://www.nature.com/articles/s41598-025-12602-6 |
| 'A novel unified Inception-U-Net hybrid gravitational optimization model (UIGO) incorporating automated medical image segmentation and feature selection for liver tumor detection', Scientific Reports, pp. 1-35, Dec 2025, DOI : https://doi.org/10.1038/s41598-025-14333-0 |
| 'Automated segmentation of gastrointestinal organs using the TATIMPA network: a novel robust comparative deep learning approach with integrated multi-pyramidal attention', Network Modeling Analysis in Health Informatics and Bioinformatics, pp. 1-22, Dec 2025, DOI : https://link.springer.com/article/10.1007/s13721-025-00693-0 |
| 'A Comparative Evaluation of Deep Learning Architectures for Prostate Cancer Segmentation: Introducing TrionixNet with N-Core Multi-Attention Mechanism', Archives of Computational Methods in Engineering, pp. 1-40, Oct 2025, DOI : https://doi.org/10.1007/s11831-025-10411-8 |
| 'A Comprehensive Study of Various Hybrid Deep Learning Models for Automated and Explainable Pneumonia Detection in the Pulmonary Alveolar Region: Current Insights and Future Directions', Archives of Computational Methods in Engineering, pp. 1-33, Dec 2025, DOI : https://doi.org/10.1007/s11831-025-10453-y |
| 'Advances in Deep Neural, Transformer Learning, and Kernel-Based Methods for Diabetic Retinopathy Detection: A Comprehensive Review', Archives of Computational Methods in Engineering, pp. 1-49, Oct 2025, DOI : https://doi.org/10.1007/s11831-025-10376-8 |
| 'Comparison based on transfer learning and fusion of deep learning models for brain cancer classification', Multimedia Tools and Applications, pp. 44317-44337, May 2025, DOI : https://doi.org/10.1007/s11042-025-20884-1 |
| 'AI in MRI brain tumor diagnosis: A systematic review of machine learning and deep learning advances (2010–2025)', Chemometrics and Intelligent laboratory Systems, pp. 1-105414, Aug 2025, DOI : 10.1016/j.chemolab.2025.105414 |
| 'Predictive Modeling for Bank Loan Approval: From Data to Decisions', Procedia Computer Science, pp. 1426-1431, Jan 2025, DOI : https://doi.org/10.1016/j.procs.2025.04.097 |
| 'CICADA (UCX): A Novel Approach for Automated Breast Cancer Classification through Aggressiveness Delineation', Computational biology and chemistry, pp. 1-21, Jan 2025, DOI : https://doi.org/10.1016/j.compbiolchem.2025.108368 |
| 'Advanced multi-virus genome sequence classification using artificial intelligence techniques', Intelligent Decision Technologies, pp. 1-17, Jul 2025, DOI : https://doi.org/10.1177/18724981241312343 |
| 'A Comprehensive Study of Enhanced Computational Approaches for Breast Cancer Classification: Comparative Analysis with Existing State of the Art Methods', Archives of Computational Methods in Engineering, pp. 1-29, Oct 2025, DOI : https://doi.org/10.1007/s11831-025-10414-5 |
| 'CTDN (Convolutional Temporal Based Deep‐ Neural Network): An Improvised Stacked Hybrid Computational Approach for Anticancer Drug Response Prediction', Computational biology and chemistry, pp. 1-10, Aug 2023, DOI : https://doi.org/10.1016/j.compbiolchem.2023.107868 |
| 'Image-based automatic segmentation of leaf using clustering algorithm', International Journal of nanotechnology, pp. 539-553, Feb 2023, DOI : https://doi.org/10.1504/IJNT.2022.128939 |
| 'Machine learning concepts and its applications for prediction of diseases based on drug behaviour: An extensive review', Chemometrics and Intelligent laboratory systems, pp. 1-10, Oct 2022, DOI : https://doi.org/10.1016/j.chemolab.2022.104637 |
| 'DWUT-MLP: Classification of anticancer drug response using various feature selection and classification techniques', Chemometrics and Intelligent laboratory systems, pp. 1-10, Jun 2022, DOI : https://doi.org/10.1016/j.chemolab.2022.104562 |
| 'A systematic literature review for the prediction of anticancer drug response using various machine-learning and deep-learning techniques', Chemical Biology and Drug Design, pp. 175-194, Oct 2022, DOI : https://doi.org/10.1111/cbdd.14164 |
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| Full Papers in Conference Proceedings |
| 'A Novel Approach for Neurodegenerative Disorder Detection Using Custom CNN Architecture', 3rd International Conference on Artificial Intelligence: Theory and Applications, AITA 2025, pp. 191-204, Jan 2026, DOI : https://doi.org/10.1007/978-3-032-19182-3_15 |
| 'A Stacked Hybrid Ensemble of Swin-V2 and MViT-V2 for High-Performance Skin Disease Classification', , pp. 257-270, Jan 2026, DOI : https://doi.org/10.1007/978-3-032-19865-5_21 |
| 'Context-Aware Respiratory Health Advisory System for Risk Assessment and Personalized Recommendations', 2026 1st International Conference on AI, Data Science, Cyber Security and Smart Manufacturing for Sustainable Development, ICADCS 2026, pp. 1034-1038, May 2026, DOI : https://doi.org/10.1109/ICADCS70036.2026.11583318 |
| 'A Stacked XGBoost—SVM Ensemble Framework for High-Accuracy Autism Spectrum Disorder Detection', 2026 International Conference on NextGen Data Science and Analytics, ICNDSA 2026, pp. 1-6, Apr 2026, DOI : https://doi.org/10.1109/ICNDSA68777.2026.11652281 |
| 'An Integrated Framework for Real-Time Object Detection and Speech-Driven Interaction: Advancing Multimodal Human-Like Intelligence', , pp. 329-340, Jan 2026, DOI : https://doi.org/10.1007/978-3-032-03527-1_26 |
| 'Assessing the Influence of Social Media on Higher Education using Machine Learning Hybrid Models', 2025 8th International Conference on Computing Methodologies and Communication (ICCMC), pp. 1409-1414, Jul 2025, DOI : https://doi.org/10.1109/ICCMC65190.2025.11140650 |
| 'An Integrated Framework for Real-Time Object Detection and Speech-Driven Interaction: Advancing Multimodal Human-Like Intelligence', International Conference on Data Analytics and Management, ICDAM 2025, pp. 329-340, Nov 2025, DOI : https://doi.org/10.1007/978-3-032-03527-1_26 |
| 'An Intelligent Approach for Breast Cancer Diagnosis Using Fuzzy Logic and Extreme Learning Machine', 2025 Global Conference on Information Technology and Communication Networks (GITCON), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/GITCON65266.2025.11377847 |
| 'Community Detection and Influence Analysis in Social Networks using Graph Theory Techniques', 16th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2025, pp. 9348-9354, Jun 2025, DOI : https://www.scopus.com/pages/publications/105034850958?origin=resultslist |
| 'Deep Residual Learning for Breast Cancer Diagnosis: A Modified ResNet-53 Approach', 2025 IEEE Madhya Pradesh Section Conference (MPCON), pp. 616-621, Aug 2025, DOI : https://doi.org/10.1109/MPCON66082.2025.11256499 |
| 'Drone-Assisted Precision Agriculture with Hybrid Machine Learning Models for Sustainable Farming', 2025 Global Conference on Information Technology and Communication Networks (GITCON), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/GITCON65266.2025.11377119 |
| 'Skin Cancer Detection and Classification Using Convolutional Neural Network', 14th International Conference on Innovations in Bio-Inspired Computing and Applications and 13th World Congress on Information and Communication Technologies, IBICA-WICT 2023, pp. 129-136, Jan 2025, DOI : https://doi.org/10.1007/978-3-031-78937-3_13 |
| 'Traffic Volume Analysis Using Ensemble Learning: A Hybrid Classification Based Boosting Framework', 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/AIMV66517.2025.11203370 |
| 'YOLOv8 for Road Damage Detection: An AI-based Infrastructure Assessment Framework', 16th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2025, pp. 14288 - 14294, Jun 2025, DOI : https://www.scopus.com/pages/publications/105034880241?origin=resultslist |
| 'AI enabled Healthcare Systems using Textual Data with a BERT and Deep Learning Model', 2025 5th International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT), pp. 1-6, Sep 2025, DOI : https://doi.org/10.1109/ICERECT65215.2025.11376036 |
| 'An Energy Efficient Naïve Bayes-based Clustering Protocol for Wireless Sensor Network', 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation, IATMSI 2024, pp. 0-0, Mar 2024, DOI : https://doi.org/10.1109/IATMSI60426.2024.10502529 |
| 'Performance Analysis of ECG Disease Classification using SVM classifier', 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation, IATMSI 2024, pp. 0-0, Mar 2024, DOI : https://doi.org/10.1109/IATMSI60426.2024.10502948 |
| 'merging Trends of Artificial Intelligence in Detecting Neurodegeneration', 5th International Conference on Computing, Communications, and Cyber Security, IC4S 2023, pp. 0-0, Feb 2024, DOI : https://doi.org/10.1007/978-981-97-2550-2_42 |
| 'Improved Pulse Coupled Neural Network based on Maximize SNR for Vessel Extraction', International Conference on Advancements in Power, Communication and Intelligent Systems, APCI 2024, pp. 0-0, Jun 2024, DOI : https://doi.org/10.1109/APCI61480.2024.10617283 |
| 'Image Forgery Detection and Classification using Deep Learning', 2024 OPJU International Technology Conference on Smart Computing for Innovation and Advancement in Industry 4.0, OTCON 2024, pp. 0-0, Jun 2024, DOI : https://doi.org/10.1109/OTCON60325.2024.10688184 |
| 'Optimizing Virtual Machine Migration Technique for Cloud Computing', 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024, pp. 1-2, Jun 2024, DOI : https://doi.org/10.1109/ICCCNT61001.2024.10724722 |
| 'A Review of Plant Disease Identification using Computational Techniques', Proceedings - 2024 1st International Conference on Technological Innovations and Advance Computing, TIACOMP 2024, pp. 478-483, Jun 2024, DOI : https://doi.org/10.1109/TIACOMP64125.2024.00086 |
| 'Enhancing Marketing Strategies: Analyzing Customer Behavior in Banking through Data Analysis and Machine Learning', Proceedings - 2024 1st International Conference on Technological Innovations and Advance Computing, TIACOMP 2024, pp. 472-477, Jun 2024, DOI : https://doi.org/10.1109/TIACOMP64125.2024.00085 |
| 'Anti-drug Response Prediction: A Review of the Different Supervised and Unsupervised Learning Approaches', Machine intelligence and smart systems, pp. 373-383, May 2022, DOI : https://doi.org/10.1007/978-981-16-9650-3_29 |
| 'Anti-Drug Response and Drug Side Effect Prediction Methods: A Review', Computational Intelligence and Data Analytics, pp. 153-167, Sep 2022, DOI : https://doi.org/10.1007/978-981-19-3391-2_11 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Application of neural network in analysis of stock market prediction based on VG16-CNN-SVM model', International Conference on Hybrid and Advanced Technologies 2024 (ICHAT 2024), apr 2024 |
| 'Image Forgery Detection and Classification using Deep Learning', 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0, jun 2024 |
| 'Improved Pulse Coupled Neural Network based on Maximize SNR for Vessel Extraction', 2024 International Conference on Advancements in Power, Communication and Intelligent Systems (APCI), jun 2024 |
| 'Optimizing Virtual Machine Migration Technique for Cloud Computing', 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), jun 2024 |
| 'A Review of Plant Disease Identification using Computational Techniques', 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), jun 2024 |
| 'Isolated Word Recognition and Feature Extraction Using Machine Learning', EAIT: International Conference on Emerging Applications of Information Technology, jan 2024 |
| 'Emerging Trends of Artificial Intelligence in Detecting Neurodegeneration', Proceedings of Fifth International Conference on Computing, Communications, and Cyber-Security, jul 2024 |
| 'Rice type classification using RBF Kernel Svm', International Conference on Hybrid and Advanced Technologies 2024 (ICHAT 2024), apr 2024 |
| 'Optimizing Virtual Machine Migration Technique for Cloud Computing', 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), Nov 2024 |
| 'A novel approach to constructing features and models for intrusion detection systems using SAE-ELM model.', International Conference on Hybrid and Advanced Technologies 2024 (ICHAT 2024), apr 2024 |
| 'Enhancing enterprise human resource management: Predicting workers' stress for improved workplace satisfaction using a hybrid deep transfer learning approach', International Conference on Hybrid and Advanced Technologies 2024 (ICHAT 2024), apr 2024 |
| 'Emerging Trends of Artificial Intelligence in Detecting Neurodegeneration', International Conference on Cognitive Computing and Cyber Physical Systems, jul 2024 |
| 'Enhancing Marketing Strategies: Analyzing Customer Behavior in Banking through Data Analysis and Machine Learning', 2024 First International Conference on Technological Innovations and Advance Computing (TIACOMP), Nov 2024 |
| 'Performance Analysis of ECG Disease Classification using SVM classifier', 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), apr 2024 |
| 'An Energy Efficient Naïve Bayes-based Clustering Protocol for Wireless Sensor Network', 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), apr 2024 |
| 'Dragon fly algorithm based feature selection for airline customer satisfaction', International Conference on Hybrid and Advanced Technologies 2024 (ICHAT 2024), apr 2024 |
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