Proceedings of 6th International Conference on Frontiers in Computing and Systems
Description
This book gathers high-quality research papers presented at the 6th International Conference on Frontiers in Computing and Systems (COMSYS 2025) held at Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland, during 25-27 September 2025. The book is divided into four volumes, and it covers research in "cyber-physical systems for real-life applications" pertaining to AI, machine learning and data science; devices, circuits, and systems; computational biology, biomedical informatics, and network medicine; communication networks, cloud computing, and IoT; image, video, and signal processing; and security and privacy.
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Persons
Dipak K. Kole received the Ph.D. degree in Engineering from Bengal Engg. & Science University, which is currently known as IIEST, Shibpur, India in 2012. He also received an M.Tech. and B. Tech. in Computer Science & Engineering and B.Sc. in Mathematics Honours from Calcutta University. He has approximately 23 years of professional experience. Dr. Kole has been a faculty member of the Computer Science and Engineering Department of Govt. College of Engineering & Textile Technology, Serampore, since 2024, where he is currently working as a Full Professor. Before that, he served at Jalpaiguri Government Engineering College, Jalpaiguri, West Bengal from 2014 to 2024. His research interests include the Synthesis & Testing of Reversible Circuits, Social Network Analysis, Digital Watermarking, & Agriculture Engineering.
Robert Nowak, PhD, DSc (CS), is a full professor and Deputy Director for Research at the Institute of Computer Science, Faculty of Electronics and Information Technology, Warsaw University of Technology. Research areas include software engineering, bioinformatics, artificial intelligence and data fusion. He is involved in developing 30 software systems with efficient implementation of complex algorithms for WUT, European Defense Agency, Braster Co., mBank Co., Octagonet Co. and others. Author of 180 articles, 4 books, 2 patents. Author of 10 lectures (80 editions) supervised 60 master's and 4 PhD thesis. Project management (>20 years), Scrum Master, PRINCE2, RUP, TRIZ, UML, C++, SQL, Python, JavaScript, Java, R, Fortran, Pascal, Rust, microprocessors techniques.
Subhadip Basu is a Full Professor in the Computer Science and Engineering Department of Jadavpur University, where he joined in 2006. He received his PhD from Jadavpur University and did his postdocs from University of Iowa, USA, and University of Warsaw, Poland. Dr Basu holds an honorary position as a Research Scientist at the University of Iowa, USA, since 2016. He is the Co-Founder and Honorary Advisor of Infomaticae, a technology startup headquartered in Kolkata, India. He has also worked in reputed International Institutes like, Hitachi Central Research Laboratory, Japan, Bournemouth University, UK, University of Lorraine, France, Nencki Institute of Experimental Biology, Poland and Hannover Medical School, Germany. Dr Basu has 250+ international research publications in the areas of Pattern Recognition, Machine Learning, Bioinformatics, Biomedical Image Analysis, etc.
Dariusz Plewczynski is a professor at University of Warsaw in the Center of New Technologies CeNT, Warsaw, Poland, the head of the Laboratory of Functional and Structural Genomics and the principal investigator at Mathematics and Information Science Department at Warsaw University of Technology. His interests are focused on functional and structural genomics. Functional genomics attempts to make use of the vast wealth of data produced by high-throughput genomics projects, such as the structural genomics consortia, Human genome project, 1000 Genomes Project, ENCODE, and many others.
Debotosh Bhattacharjee is working as a full professor in the Department of Computer Science and Engineering, Jadavpur University, and has twenty-eight years of experience. His research interests pertain to the applications of machine learning techniques for Face Recognition, Gait Analysis, Hand Geometry Recognition, and Diagnostic Image Analysis. He has authored or co-authored more than 332 journal conference publications, including several book chapters in Biometrics and Medical Image Processing.
Content
LoopBERT: Hierarchical Transformer model for ChIP-seq binding peaks and CTCF-mediated chromatin loops prediction.- Machine Learning-Driven Analysis for Fetal Health Classification Using CTG Data- A Survey.- Prediction of chromatin loops in human genome using deep neural networks at the megabase scale.- SIPLM: A language model for predicting human protein self interaction.- From Sensors to Survival: Mimicking a Non-Invasive System for Stroke Risk Stratification.- Machine Learning-Driven Molecular Classification: A Step Towards Predictive Drug Discovery with Descriptor Diversity.- Development of a Wearable fNIRS System for Non invasive Cerebral Oxygenation Monitoring.- Leveraging Machine Learning to Customize Dialysis Care: Socioeconomic Perspectives, Risk Assessment, and Predictive Models.- Combating Cognitive Decline in Type 2 Diabetes: A Predictive Framework Using SAMME Based Ensembles and Explainable AI.- Deep Learning-Driven prediction of Promoter Interactions using DNA sequence, Promoter Capture Hi C and RNA-seq Data.