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Personal Details
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| Name | Dr Debabrata Swain |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Debabrata.Swain@sot.pdpu.ac.in |
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Educational Qualifications
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| B.Tech. (Computer Science and Engineering, Bijupattnayak University of Technology, Odisha), 2008 |
| M.Tech. (Computer Science, Berhampur University), 2011 |
| Ph.D (Computer Science and Engineering, K.I.I.T. University, Bhubaneswar), 2020 |
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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 |
| 'Mind, Body and Health: Make it Heaven', Academic Enclave, Oct 2024 |
| 'Machine Learning and Information Processing', American Institute of Physics, Dec 2023 |
| 'Build the Best Version of Yourself', Lambert Academic Publishing, Jun 2022 |
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| Articles/Chapters Published in the books |
| 'Navigating the roadmap of intelligent transport in indian smart cities: Sectorial analysis, challenges, and key elements of data science enabled solutions', CRC Press, Aug 2024 |
| 'Machine Learning-Based Predictive Models for Water Quality Index—An Analysis and Comparison', Springer Nature, Sep 2024 |
| 'Navigating the roadmap of intelligent transport in indian smart cities: Sectorial analysis, challenges, and key elements of data science enabled solutions', CRC, Jun 2024 |
| 'Automated Sleep Staging Using Single-Channel EEG Signal Based on Machine Learning Approaches', CRC Press, Jan 2023 |
| 'Automated Sleep Staging Using Single-Channel EEG Signal Based on Machine Learning Approaches', CRC Press, Feb 2023 |
| 'SleepEEG study: Automated sleep stage system with machine learning techniques', NOVA SCIENCE, May 2023 |
| 'Intelligent System for Detecting Email Spam Messages Using GRU', Springer, Nov 2022 |
| 'An Analysis of Drug-Drug Interactions (DDIs) Using Machine Learning Techniques in the Drug Development Process', , Mar 2022 |
| 'Analysis of acoustic emission for milling operation using artificial neural networks', , Apr 2022 |
| 'Prediction of coronary artery disease using logistic regression', De Gruyter, Apr 2022 |
| 'Deep Analysis of Attacks and Vulnerabilities of Web Security', , Nov 2022 |
| 'An Improved Symmetric Key Encryption Method Using Randomized Matrix Generation', Springer, Nov 2022 |
| 'Analysis of acoustic emission for milling operation using artificial neural networks', De Gruyter, Apr 2022 |
| 'SleepEEG Study: Automated Sleep Stage System with Machine Learning Techniques', Nova, Science and Technology, Aug 2022 |
| 'SleepEEG Study: Automated Sleep Stage System with Machine Learning Techniques', , Aug 2022 |
| 'Smart Queue Shopping Using RFID System', , May 2021 |
| 'Prediction of Customer Lifetime Value Using Machine Learning', , Sep 2021 |
| 'Stock Market Prediction Using Long Short-Term Memory Model', , Apr 2021 |
| 'Credit Score Prediction Using Machine Learning', , Apr 2021 |
| 'Video Categorization Based on Sentiment Analysis of YouTube Comments', , Apr 2021 |
| 'A Suicide Prediction System Based on Twitter Tweets Using Sentiment Analysis and Machine Learning', , Apr 2021 |
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| Published Papers in Journals |
| 'Data‑Driven Decision Support by Utilizing Machine Learning to Predict Passenger Flow for Route and Station Optimization', Journal of The Institution of Engineers (India): Series B, pp. 1-20, Mar 2025, DOI : https://doi.org/10.1007/s40031-025-01215-2 |
| '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 |
| 'Smart Diagnosis: Leveraging Machine Learning for Early Detection of Hepatitis in Healthcare', International journal of online and biomedical engineering, pp. 1-18, Jan 2025, DOI : https://doi.org/10.1142/S0218213024500246 |
| '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 |
| 'Secret Information Sharing using Multipartite Entanglement in Monty Hall Game', Photonic Network Communications, pp. 1-17, May 2024, DOI : https://doi.org/10.1007/s11107-024-01017-4 |
| 'An Efficient Crop Yield Prediction System Using Machine Learning', EAI Endorsed Transactions on Internet of Things, pp. 1-5, Mar 2024, DOI : https://doi.org/10.4108/eetiot.5333 |
| 'Differential diagnosis of erythemato-squamous diseases using a hybrid ensemble machine learning technique', Intelligent Decision Technologies, pp. 1495-1510, Jun 2024, DOI : https://doi.org/10.3233/IDT-230779 |
| 'EmoSecure: Enhancing Smart Home Security With FisherFace Emotion Recognition and Biometric Access Control', IEEE ACCESS, pp. 93133-93144, Jul 2024, DOI : https://doi.org/10.1109/ACCESS.2024.3423783 |
| 'Forecasting Maximum Temperature Trends with SARIMAX: A Case Study from Ahmedabad, India', Sustainability (Switzerland), pp. 1-21, Aug 2024, DOI : https://doi.org/10.3390/su16167183 |
| 'Advanced Machine Learning Techniques for Detecting Irregularities in Skin Lesion Borders: Enhancing Early Skin Cancer Detection', International Journal on Artificial Intelligence Tools, pp. 1-23, Nov 2024, DOI : https://doi.org/10.1142/S0218213024500246 |
| 'Remaining Useful Life Predictor for EV Batteries Using Machine Learning', IEEE ACCESS , pp. 134418-134426, Oct 2024, DOI : https://doi.org/10.1109/ACCESS.2024.3461802 |
| '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 |
| 'Facial Emotion Recognition with Deep Neural Network: A Study of Visual Geometry Group-16 (VGG16) Technique with Data Augmentation for Improved Precision', Pertanika Journal of Science and Technology, pp. 1963-1977, Aug 2024, DOI : https://doi.org/10.47836/pjst.32.5.02 |
| 'An Intelligent Fashion Object Classification Using CNN', EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, pp. 1-7, Dec 2023, DOI : https://doi.org/10.4108/eetinis.v10i4.4315 |
| 'Enhanced handwritten digit recognition using optimally selected optimizer for an ANN', Multimedia Tools and Applications, pp. 44021-44036, Nov 2023, DOI : https://doi.org/10.1007/s11042-023-15402-0 |
| 'Improved handwritten digit recognition using artificial neural networks', International Journal of Computing Science and Mathematics, pp. 353-370, Jun 2023, DOI : https://doi.org/10.1504/IJCSM.2023.131625 |
| 'Ear Recognition Using Rank Level Fusion of Classifiers Outputs', International Journal of Online & Biomedical Engineering, pp. 127-143, Mar 2023, DOI : https://doi.org/10.3991/ijoe.v19i03.36831 |
| 'A Deep Learning Framework for the Classification of Brazilian Coins', IEEE ACCESS , pp. 109448-109461, Oct 2023, DOI : https://doi.org/10.1109/ACCESS.2023.3321428. |
| 'A Robust Chronic Kidney Disease Classifier Using Machine Learning', Electronics, pp. 1-14, Jan 2023, DOI : https://doi.org/10.3390/electronics12010212 |
| 'A Novel Fuzzy-Based Thresholding Approach for Blood Vessel Segmentation from Fundus Image', Journal of Advances in Information Technology, pp. 185-192, Mar 2023, DOI : https://doi.org/10.12720/jait.14.2.185-192 |
| 'Comparative Analysis of Deep Learning Models for Accurate Detection of Plant Diseases: A Comprehensive Survey', EAI Endorsed Transactions on Internet of Things, pp. 1-4, Dec 2023, DOI : https://doi.org/10.4108/eetiot.4595 |
| 'COVID-19 Detection from Chest X-ray Images Based on Deep Learning Techniques', Algorithms, pp. 494-508, Oct 2023, DOI : https://doi.org/10.3390/a16100494 |
| 'Milk Quality Prediction Using Machine Learning', EAI Endorsed Transactions on Internet of Things, pp. 1-6, Dec 2023, DOI : https://doi.org/10.4108/eetiot.4501 |
| 'A generic cyber immune framework for anomaly detection using artificial immune systems', Applied Soft Computing, pp. 1-16, Oct 2022, DOI : https://doi.org/10.1016/j.asoc.2022.109680 |
| 'Cardiovascular Disease Prediction using Various Machine Learning Algorithms', Journal of Computer Science, pp. 993-1004, Oct 2022, DOI : https://doi.org/10.3844/jcssp.2022.993.1004 |
| 'Deep Learning Models for Yoga Pose Monitoring', Algorithms, pp. 1-17, Sep 2022, DOI : https://doi.org/10.3390/a15110403 |
| 'Analysis and Visulization of Public Transport for Integrated monitoring dashboard : Case Study of Thane, Maharashtra, India', INTERNATIONAL JOURNAL OF MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES, pp. 155-161, Aug 2022, DOI : https://doi.org/10.46300/9101.2022.16.25 |
| 'Automatic Digitization of Engineering Diagrams using Intelligent Algorithms', Journal of Computer Science , Jul 2021 |
| 'A Novel Threshold based Method for Vessel Intensity Detection and Extraction from Retinal Images', International Journal of Advanced Computer Science and Applications,, Jun 2021 |
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| Full Papers in Conference Proceedings |
| 'Station-Wise Boarding Passenger Flow Prediction for Public Transport Using Various Machine-Learning Methods', 7th International Conference of Transportation Research Group of India, pp. 65-82, Mar 2025, DOI : https://doi.org/10.1007/978-981-96-1037-2_5 |
| 'Forecasting Diabetes: Leveraging ML for Early Detection and Prevention', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Jan 2025, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10775100 |
| 'Advanced Water Quality Assessment through Integrated Machine Learning models for Classification', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Jan 2025, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10775218 |
| 'EfficientNet Convolutional Neural Network for Automated Cervical Spine Fracture Identification', 6th International Conference on Computational Intelligence and Networks , pp. 1-5, Feb 2025, DOI : https://doi.org/10.1109/CINE63708.2024.10880887 |
| 'Study of California Earthquake Prediction Using Machine Learning Approach', 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-3, Mar 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392096 |
| 'An Intelligent Cardiac Arrest Detection using Boosting Based Classifier', 3rd International Conference on Machine Learning and Information Processing (ICMLIP-2023), pp. 1-8, Jan 2024, DOI : https://doi.org/10.1063/5.0182507 |
| 'Machine Learning Based Approach for Metaphoric Investigation of Ground Water Quality', 3rd International Conference on Machine Learning and Information Processing (ICMLIP-2023), pp. 1-10, Jan 2024, DOI : https://doi.org/10.1063/5.0182724 |
| 'A Pneumonia Disease Prediction System using Convolutional Neural Network', International Conference on Machine Learning and Information Processing, ICMLIP 2023, pp. 1-8, Jan 2024, DOI : https://doi.org/10.1063/5.0182512 |
| 'GemInsight: Unleashing Random Forest for Diamond Quality Forecasting', 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-4, Jan 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392209 |
| 'Identification of Tumor using Segmentation & Object Detection: A Comparison and an Analysis', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10775123 |
| 'Prediction of Bushfire Area Using Machine Learning Techniques', 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-7, Jan 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392145 |
| 'Smart Detection of Passive Smokers using Machine Learning', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10774944 |
| 'Unleashing the Potential of Boosting Techniques to Optimize Station-Pairs Passenger Flow Forecasting', 2nd International Conference on Machine Learning and Data Engineering, ICMLDE 2023, pp. 32-44, Jun 2024, DOI : https://doi.org/10.1016/j.procs.2024.04.004 |
| 'An Early Lumpy Skin Disease Detection System Using Machine Learning', International Conference on Data Science, Computation and Security, pp. 51-59, May 2024, DOI : https://doi.org/10.1007/978-981-97-0975-5_4 |
| 'EfficientNet Convolutional Neural Network for Automated Cervical Spine Fracture Identification', 2024 6th International Conference on Computational Intelligence and Networks (CINE), pp. 12-18, Dec 2024, DOI : https://doi.org/10.1109/CINE63708.2024.10880887 |
| 'YOLOv8 vs. Mask R-CNN: A Comparative Analysis of for Glomeruli Instance Segmentation in Kidney Tissues', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10774679 |
| 'Machine Learning-Based Predictive Models for Water Quality Index—An Analysis and Comparison', 2nd International Conference on Advances in Water Treatment and Management, ICAWTM 2023, pp. 355-367, Nov 2024, DOI : https://doi.org/10.1007/978-981-97-5955-2_24 |
| 'Classification in Rice Genome using Artificial Intelligence', 6th International Conference on Computational Intelligence and Networks , pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/CINE63708.2024.10882015 |
| 'An Efficient Deep Learning Based Vehicle Classification System for Indian Vehicle', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Mar 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051313 |
| 'A Novel Approach to Predicting the Cardiovascular Sickness', International Conference on Advances in Data Science and Computing Technologies, ASDC 2022, pp. 33-42, Oct 2023, DOI : https://doi.org/10.1007/978-981-99-3656-4_4 |
| 'Multi-Key Privacy-Preserving Training and Classification using Supervised Machine Learning Techniques in Cloud Computing', 2nd IEEE International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2023, pp. 1-6, May 2023, DOI : https://doi.org/10.1109/ACCAI58221.2023.10200291 |
| 'Understanding People’s awareness towards social engineering with survey', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Mar 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051531 |
| 'An Intelligent Clinical Support System For The Early Diagnosis Of The Chronic Kidney Disease', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Mar 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051517 |
| ' A Clinical Support System for the Detection of Cancer Tumors Using Deep Learning', 1st International Conference on Machine Learning and Network Data Security, MINDS 2022, pp. 1-9, Dec 2023, DOI : https://doi.org/10.1063/5.0178530 |
| 'An AI Based Support System For The Diagnosis Of Breast Cancer', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Mar 2023, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051470 |
| 'Decoherence effects in the quantum Monty Hall solution using W state', 2022 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), pp. 1-6, Sep 2023, DOI : https://doi.org/10.1109/ANTS56424.2022.10227767 |
| 'Visual Analysis of Thane Intelligent Transport System', -IEEE International Interdisciplinary Humanitarian Conference for Sustainability (IIHC-2022), pp. 58-64, May 2023, DOI : https://doi.org/ 10.1109/IIHC55949.2022.10059995 |
| 'Study of Security for Edge Detection Based Image Steganography', 4th International Conference on Computer and Communication Technologies, IC3T 2022, pp. 109-116, May 2023, DOI : https://doi.org/10.1007/978-981-19-8563-8_11 |
| 'A Deep Learning Approach to Automated Sleep Stages Classification Using Multi-Modal Signals', International Conference on Machine Learning and Data Engineering, pp. 867-876, Sep 2023, DOI : https://doi.org/10.1016/j.procs.2023.01.067 |
| 'An Improved Symmetric Key Encryption Method Using Randomized Matrix Generation', ASCIS: International Conference on Advancements in Smart Computing and Information Security 2748 Accesses, pp. 108-117, Jan 2023, DOI : https://doi.org/10.1007/978-3-031-23095-0_3 |
| 'Intelligent System for Detecting Spam Emails Using Machine Learning Classifiers', International Conference on Advances in Data Science and Computing Technologies, ASDC 2022, pp. 43-49, Oct 2023, DOI : https://doi.org/10.1007/978-981-99-3656-4_5 |
| 'A Systematic Review on Latest Approaches of Automated Sleep Staging System Using Machine Intelligence Techniques', International Conference on Robotics, Control, Automation and Artificial Intelligence, RCAAI 2022, pp. 983-992, Nov 2023, DOI : https://doi.org/10.1007/978-981-99-4634-1_77 |
| 'Efficient Data Hiding Method in Image Based on Modified LSB', 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), pp. 1-4, Dec 2022, DOI : https://doi.org/10.1109/iSSSC56467.2022.10051264 |
| 'AutoSleepNet: A Multi-Signal Framework for Automated Sleep Stage Classification', 2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 2022, pp. 1-6, Jun 2022, DOI : https://doi.org/10.1109/AIC55036.2022.9848873 |
| 'Deep Analysis of Attacks and Vulnerabilities of Web Security', Futuristic Trends in Networks and Computing Technologies, pp. 1087-1097, Nov 2022, DOI : https://doi.org/10.1007/978-981-19-5037-7_78 |
| 'Intelligent System for Detecting Email Spam Messages Using GRU', 4th International Conference on Data and Information Sciences, ICDIS 2022, pp. 71-77, Nov 2022, DOI : https://doi.org/10.1007/978-981-19-5292-0_7 |
| 'Intelligent System for Detecting Intrusion with Feature Bagging', International Conference on Artificial Intelligence and Machine Vision (AIMV), 2021, Sep 2021 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Automatic Breast Cancer Detection with Mammography Approach Using Deep Learning Algorithm', International Conference on Data Analytics and Insights, ICDAI 2023, may 2023 |
| 'A Novel Approach to Predicting the Cardiovascular Sickness', International Conference on Advances in Data Science and Computing Technologies, ASDC 2022, jun 2022 |
| 'A Systematic Review on Latest Approaches of Automated Sleep Staging System Using Machine Intelligence Techniques', nternational Conference on Robotics, Control, Automation and Artificial Intelligence, RCAAI 2022, Nov 2022 |
| 'A Clinical Support System for the Detection of Cancer Tumors Using Deep Learning', 1st International Conference on Machine Learning and Network Data Security, MINDS 2022, feb 2022 |
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