Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing

This book includes selected papers presented in 3rd International Conference on Computational Intelligence, Data Science, and Cloud Computing (IEM-ICDC 2025), organized by the Department of Information Technology and Computer Science & Engineering, Institute of Engineering and Management, Kolkata, India, during April 11 12, 2025. It covers substantial new findings about AI and robotics, image processing and NLP, cloud computing and big data analytics as well as in cyber-security, blockchain and IoT, and various allied fields. The book serves as a reference resource for researchers and practitioners in academia and industry.

Presents high-quality research in the field of computational intelligence and data science Features the outcomes of IEM-ICDC 2025, held in Kolkata, India Serves as a reference resource for researchers and practitioners in academia and industry

Autorentext

Moutushi Singh received her B.E. (Hons.) degree in Information Technology from The University of Burdwan and M.Tech degree from the Institute of Radio Physics and Electronics, University of Calcutta, India. She received her Ph.D (Engg) degree in the field of Network Security from the Department of Computer Science & Engineering, Maulana Abul Kalam Azad University of Technology. Currently she is working as Professor and Head of the Department of Computer Science & Engineering and Information Technology in Institute of Engineering & Management, Kolkata. Before joining IEM, she has also worked in The University Institute of Technology, The University of Burdwan. She has attended and received many certificates for outstanding performances in various Upskilling and Development Programs from different Organizations of National and International repute. She has authored several research papers in Technical Journals and referred conference proceedings and many Book Chapters. She has also edited a technical book named The Essence of Network Security: An End-to-end Panorama under the banner of Springer. She has also got the Research Excellence Award for her outstanding performance in the technical domain. She is a Fellow member of IETE, ISTE & InSc. Her research interest includes Intrusion Detection System and Network Security. She is presently serving as the editorial board member and reviewer of several international and national journals and conferences of repute.

Baisakhi Das is currently Professor of Department of Information Technology, Institute of Engineering & Management, Kolkata, India. She has completed her Ph.D (Engineering) and M.Tech from Indian Institute of Engineering Science and Technology, Shibpur, India and B.Tech from West Bengal University of Technology,India. Her research interest includes Blockchain, Artificial Intelligenceand Cellular Automata. She has got many international journal and conference publications and book chapters to her credit. She has been a Technical Program Committee member of different International Conferences and editorial/review board member of International Journals. She has been the co- convener or organizing chair and part of the organizing committee of different International Conferences. She has got around 18 years of work experience in academia.

Sanchita Ghosh is currently Professor of Department of Information Technology, Institute of Engineering & Management, Kolkata, India. She has got around 22 years of work experience in industry and academia. She has completed her PhD in Engineering from Jadavpur University, Kolkata, India. Her research interest includes Artificial Intelligence, Data analytics, Wireless and sensor technology, Mobile computing and biomedical applications. She has got many international journal and conference publications, book and book chapters to her credit. She has been a Technical Program Committee member of different International Conferences and editorial/review board member of International Journals. She has been the convener or organizing chair and also part of the organizing committee of different International Conferences. She is also a member of IEEE, ACM, IET etc.

Amlan Chakrabarti is presently Full Professor and Director of the A.K.Choudhury School of Information Technology, University of Calcutta. He is an M.Tech. from University of Calcutta and did his Doctoral research at the Indian Statistical Institute, Kolkata. He was Post-doctoral Fellow at the School of Engineering, Princeton University, USA, during 2011 2012. He is Recipient of DST BOYSCAST fellowship award in the area of Engineering Science in 2011, Indian National Science Academy Visiting Scientist Fellowship in 2014, JSPS Invitation Research Award from Japan in 2016, Erasmus Mundus Leaders Award from European Union in 2017

Inhalt

Part I: AI and Robotics.- Deep Convolutional Neural Networks for Accurate Crop Disease Classification.- Hybrid Deep Learning Strategies for Detection of Deforestation.- Enhanced Air Quality Index Forecasting Using Bidirectional LSTM Networks.- Scanner-Based Optical Density Measurement Using Stacked Ensemble Learning: A Cost-Effective Approach for Print Quality Control.- Endometrial and Ovarian Cancer Target Protein Detection Using Protein Interactions and Sequence.- Predicting Students' MOOC Course Completion using Feature Selection and Ensemble Techniques.- Time Efficient Transfer Learning Approach for Waste Detection.- Integration of Virtual Lab to Enhance the Quality of Laboratory Experiments in E-Learning Domain.- Attribute-Value Prediction From E-Commerce Product Descriptions using Hi-BERT.- Student Engagement and Cheating Detection Using Transfer Learning.- etc.