This book features research papers presented at the International Conference on Data Mining and Information Security (ICDMIS 2025) held in Phnom Penh in collaboration with Eminent College of Management & Technology (ECMT) and University of Puthisastra, Cambodia, during October 7–8, 2025. The book is organized in five volumes and includes high-quality research work by academicians and industrial experts in the field of computing and communication, including full-length papers, research-in-progress papers, and case studies related to all the areas of data mining, machine learning, Internet of Things (IoT), and information security.
Table of Contents:
DeepFake vs Real: A VGG16 Transfer Learning Approach for Binary Classification of Facial Images.- Leveraging Predictive Analytics for Ethical and Efficient Technical Recruitment in Indian IT Product Firms.- Enhanced Logistic Regression Model for Brain Stroke Prediction.- Rice Crop Production Forecasting and Risk Zones Identification.- AI-Driven Green HRM Practices: Key to Organizational Success.
About the Author :
Dr. Abhishek Bhattacharya is Professor at Sister Nivedita University, India. He has completed his Ph.D (CSE), BIT, Mesra. He is certified as Publons Academy Peer Reviewer, 2020. His research interests are Data Mining, Cyber security and Mobile Computing. He has published 55 conference and journal papers in Springer, IEEE, IGI Global, Taylor & Francis etc. He has 3 Book Chapters in Taylor & Francis Group EAI. He is a peer reviewer and TPC member in different international journals. He was the editor in IEMIS 2020, IEMIS 2018, IEMIS 2022, ICIDA 2022, ICIDA 2023, CIIR 2023, CIIR 2024, ICDMIS 2024. He is the member of several technical functional bodies such as IEEE, IFERP, MACUL, SDIWC, Internet Society, ICSES, ASR, AIDASCO, USERN, IRAN, IAENG. He has published 3 patents and 20 books.
Dr. Soumi Dutta isProfessor at Sister Nivedita University (SNU) at New Town, Kolkata, India. She has completed her Ph.D(CST), IIEST, Shibpur. She received her B.Tech(IT) and M.Tech(CSE) securing 1st position (Gold medallist), from MAKAUT. She is certified as Publons Academy Peer Reviewer, 2020 and Certified Microsoft Innovative Educator, 2020. Her research interests are Data Mining, Information Retrieval, Online Social Media Analysis and Image Processing. She has published more than 70 conference and journal papers in Springer, IEEE, IGI Global, Taylor & Francis etc. She has 45 Books and Book Chapters in Taylor & Francis Group and IGI Global. She is peer reviewer and TPC member in different international journals. She is an active member of several technical functional bodies such as CSI, IEEE, IFERP, MACUL, SDIWC, Internet Society, ICSES, ASR, AIDASCO, USERN, IRAN, IAENG. She has published 10 patents and 1 copyright. Dr. Soumi Dutta has delivered 43 Keynote talks in Different International Conferences. She has been awarded with Rashtriya Shiksha Ratna Award, InSc Research Education Excellence Award, International Teacher Award 2020-21 by the Ministry of MSME, Government of India.
Md. Abdur Razzak (Senior Member, IEEE) received the B.Sc. degree (Hons.) in electrical and electronic engineering (EEE) from the Rajshahi University of Engineering and Technology (RUET), in 1995, and the M.Sc. and Ph.D. degrees in energy engineering from Nagoya University, Japan, in 2003 and 2006, respectively. He is currently a Professor of EEE and Director of Institutional Quality Assurance Cell (IQAC) at Independent University, Bangladesh, where he has worked as the Head of the EEE Department, from 2016 to 2018. He has been invited more than 25 national and international conferences and universities as a keynote speaker. He also served as the expert member for graduate (M.Sc. and Ph.D.) examination committee in more than 25 universities at home and abroad. He has published more than 185 research articles in peer-reviewed journals and international conferences. He received the Gold Medal from RUET for his B.Sc. degree.
Dr. Amlan Chakrabarti isa Professor and the Director of the A. K. Choudhury School of Information Technology at the University of Calcutta. He is also the former Dean, Faculty of Engineering and Technology of his University during (2016-2019). He completed M.Tech. from the University of Calcutta (2001) and did Ph.D. from the same University in association with ISI, Kolkata (2010). He was a Post-Doctoral fellow at the School of Engineering, Princeton University, USA during 2011-2012. He has almost 20 years of experience in Engineering Education and Research. He received the DST BOYSCAST fellowship award in Engineering Science (2011), Indian National Science Academy (INSA) Visiting Faculty Fellowship (2014), JSPS Invitation Research Award (2016), Erasmus Mundus Leaders Award (2017), Hamied Visiting Professorship from University of Cambridge, UK (2018), Siksha Ratna Award by Dept. of Higher Education Govt. of West Bengal (2018) and IBM Quantum Researchers Access Award in 2021.
Dr. Amlan Chakrabarti isa Professor and the Director of the A. K. Choudhury School of Information Technology at the University of Calcutta. He is also the former Dean, Faculty of Engineering and Technology of his University during (2016-2019). He completed M.Tech. from the University of Calcutta (2001) and did Ph.D. from the same University in association with ISI, Kolkata (2010). He was a Post-Doctoral fellow at the School of Engineering, Princeton University, USA during 2011-2012. He has almost 20 years of experience in Engineering Education and Research. He received the DST BOYSCAST fellowship award in Engineering Science (2011), Indian National Science Academy (INSA) Visiting Faculty Fellowship (2014), JSPS Invitation Research Award (2016), Erasmus Mundus Leaders Award (2017), Hamied Visiting Professorship from University of Cambridge, UK (2018), Siksha Ratna Award by Dept. of Higher Education Govt. of West Bengal (2018) and IBM Quantum Researchers Access Award in 2021.
