Professor, Department of Computer Science & Engineering
M4/14 Jadavpur University Teachers Qtr. Jadavpur University Campus, Kolkata 700032, INDIA
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Curriculum Vita

Degree	Year	University
Ph.D. 2004 Jadavpur University, Kolkata M.Tech 1994 Indian Institute of Technology, Bombay B.E. 1992 University of Calcutta

Name Of The Institution Position Held Period Department of Computer Science & Engineering, Jadavpur University, Kolkata Associate Professor January 01, 2006 to till date Department of Computer Science & Engineering, Jadavpur University, Kolkata Lecturer February 14, 1997 to August 27, 2002 Department of Computer Science & Engineering, Jadavpur University, Kolkata Reader August 28, 2002 to December 31, 2005

Artificial Intelligence, Pattern Recognition and Machine Learning, Data Science and Big Data Analysis, Image and Video Analysis

Soft Computing, Machine Learning, Artificial Intelligence, Bioinformatics, Introduction to Computer Practice, Microprocessors, Computer Graphics, Computer Programming and Numerical Methods, Computer Programming

Computational Intelligence, Pattern Recognition and Machine Learning, Data Science and Big Data Analysis, Image and Video Analysis, Bioinformatics.

Teaching Experience:12 years Research Experience:3 years

Title of the paper Conference Year Role Vol Number-Page Name Band Elimination for Dimensionality Reduction of Hyperspectral Images using Mutual Information IEEE International Geoscience and Remote Sensing Symposium, September 2020 2020 A. Dey, S. Ghosh, and A. Ghosh - A Combined Framework for Dimensionality Reduction of Hyperspectral Images using Feature Selection and Feature Extraction 2019 IEEE Recent Advances in Geoscience and Remote Sensing : Technologies, Standards and Applications (TENGARSS) 2019 S. Ghosh and P. Pramanik -40-45 Salient Object Detection based on Bayesian Surprise of Restricted Boltzmann Machine Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2018) 2018 R. Roy, S. Ghosh, and A. Ghosh - Graph Compaction in Analyzing Large Scale Online Social Networks IEEE International Conference in Communications (ICC) 2017 2017 S. Das, J. Leopold, S. Ghosh and S, K. Das -1-6 Despeckling with Structure Preservation in Clinical Ultrasound Images using Historical Edge Information Weighted Regularizer fifth international conference on Mining Intelligence and Knowledge Exploration (MIKE 2017) 2017 R. Roy, S. Ghosh, S. B. Cho, and A. Ghosh -144-155 More

Title of the paper Journal of publication Year Role Vol Number-Page Name Clinical Ultrasound Image Standardization using Histogram Specification Computers in Biology and Medicine 2020 R. Roy, S. Ghosh and A. Ghosh vol. 120- Occluded Object Tracking using Prototypes Based Discriminative Appearance Model and Particle Filter Applied Soft Computing 2018 A. Mondal, S. Ghosh and A. Ghosh vol. 73-1081-1094 Scaled and Oriented Object Tracking using Ensemble of Multilayer Perceptrons Applied Soft Computing 2018 A. Mondal, S. Ghosh and A. Ghosh vol. 73-1081-1094 Speckle De-noising of Clinical Ultrasound Images based on Fuzzy Spel Conformity in its Adjacency Applied Soft Computing 2018 R. Roy, S. Ghosh and A. Ghosh vol 73-394-417 Moving Object Detection using Spatio-temporal Multilayer Compound Markov Random Field and Histogram Thresholding based Change Detection Multimedia Tools and Applications 2017 B. N Subudhi, S. Ghosh, P. K. Nanda, and A Ghosh vol.76, no.11-13511-13543 More

Book Title Publisher Name Year Role "Swarm Intelligence and Neural Networks" in Integration of Swarm Intelligence and Artificial Neural Network World Scientific 2011 Third Author “Integration of Swarm Intelligence and Artificial Neural Networks” World Scientific Publishing Co. 2011 Second Author Swarm Intelligence for Multi-objective Problems in Data Mining Springer 2009 Third Author “An Introduction to Swarm Intelligence for Multi-objective Problems in Data Mining” in Swarm Intelligence for Multi-objective Problems in Data Mining Springer 2009 Second Author Multiobjective Evolutionary Algorithms for Knowledge Discovery from Databases Springer 2008 Third Author More

Awarded By Award Name Year UNESCO CIMPA-UNESCO-INDIA fellowship 2002 UNESCO CIMPA-UNSA-UNESCO-CHINA fellowship 1999 Govt. of India National Scholarships 1998 Department of Atomic Energy, Govt. of India Dr. K. S. Krishnan Fellowship as a Senior Research Fellow 1997 Australian Academy of Science ATERB Travel Award 1995 More

Name Of The Scholar Title Of The Thesis Co-Superviser Status Year Smt. Moumita Roy Semi-supervised Neural Networks for Change Detection of Remotely Sensed Images (submitted) Prof. Ashish Ghosh Ongoing 2014 Sri Badri Narayan Subudhi On Detection and Tracking of Moving Objects in Video Scenes (submitted) Prof. Ashish Ghosh Ongoing 2014 Anindya Halder Ant Colony Approach for Certain Tasks of Pattern Recognition Prof. Ashish Ghosh Complete 2013 Swarnajyoti Patra Unsupervised change detection of remote sensing images: a neural approach Prof. Ashish Ghosh Complete 2008 Ms. Maitreyee Dey Automatic Target Recognition (ATR) from Forward Looking Infrared (FLIR)Images Ongoing More

Name Of The Scholar Title Of The Thesis Co-Superviser Year Smt. Abantika Pal Ab-Initio Protein Structure Prediction using Bacterial Foraging Optimization 2014 Smt. Aparajita Dutta Hybridization of Recurrent Neural Network and Bacterial Foraging Optimization for Inferring Gene Regulatory Network 2014 Smt. Anwesha Law Semi-Supervised Self-Organizing Feature Map for Gene Classification 2013 Mr. Tuhin Kanti Dutta Some Studies on Moving Object Tracking using Various Classifiers 2012 Mr. Dipen Routaray Multilayer Perceptron for Change Detection of Remotely Sensed Images 2012 More

Project Title Worked As Funding Agency Amount Duration Period Status Development of Validated Security Processes and Methodologies for Web Based Enterprises Co-Investigator Department of Information Technology, India Rs. 29.77 lacs 1 year 01.02.2002  to 30.04.2003 Complete Application of Soft Computing in Digital Image Processing with Special Reference to Medical Images Principal Investigator AICTE, New Delhi Rs. 400000/- 3 years 04.02.2002  to 03.02.2005 Study of Users Mobility for Resource and Service Locations Management: A Computational Intelligence Approach Principal Investigator Centre for Mobile Computing and Communication (under the UGC Scheme of University with Potential for Excellence) Rs. 970000/- 2 years February, 2004  to February, 2006 Complete Advanced Techniques for Remote Sensing Image Processing & Recognition Principal Investigator Department of Science & Technology, Govt. of India and Ministry of Foreign Affairs & Autonomous Province of Trento, Govt. of Italy Rs. 90,79,400/- 3 years 22.01.2004  to 30.06.2007 Complete Erasmus Mundus Project India for EU selected under EACEA/ 35/08 Lot 13c (URL: www.india4eu.polito.it) Coordinator European Union 4,680,000 Euro 4 years 15.07.2009  to 14.07.2013 Ongoing More

Title Organised By Venue Year Soft Computing and Numerical Optimization Gandhi Institute of Excellent Technocrats, Bhubaneswar 2012 Recent Development in Soft Computing Modern Engineering and Management Studies, Balasore, India 2011 Evolutionary Computing and Applications Department of Computer Applications, RCC Institute of Information Technology, Kolkata 2010 Evolutionary Computing and Applications Department of Information Science & Engineering, SJCE, Mysore, India 2010 Machine Learning & Soft Computing Department of CSE, K.L.N. College of Information Technology, Madurai 2010 More