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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 |
| 'Machine Learning with deep learning concepts', Leilani Katie Publication and Press, Apr 2024 |
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| Published Papers in Journals |
| '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 |
| '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, Dec 2024, DOI : https://doi.org/10.1177/18724981241312343 |
| '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 |
| '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 |
| '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 |
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| Full Papers in Conference Proceedings |
| '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 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 |
| '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 |
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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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