Dr. Suman Saha
Assistant Professor
Computer Science & Engineering and Information Technology
Jaypee University of Information Technology
India
Biography
He had spent the last 13 years developing as a scientist in the recent research areas of Data and information science covering information retrieval, web mining, decision theory, social network analysis and big data technologies. He started his research in the field of web mining as a senior research scientist in the “Center for Soft Computing Research: A National Facility”, Indian Statistical Institute, Kolkata, India for a duration of almost five years. After that his research continued as Assistant Professor in the dept. of computer science, Jaypee University of Information Technology, Himachal, India in addition to the teaching and other departmental responsibilities for last eight years. He obtained his PhD from Jaypee University of Information Technology preceded by M.Tech in computer science, from Indian Statistical Institute and M.Sc. in Mathematics, from University of Calcutta. His thesis title is “COMMUNITY DETECTION IN COMPLEX NETWORK: METRIC SPACE, NEAREST NEIGHBOR SEARCH, LOW-RANK APPROXIMATION AND OPTIMALITY” During his last eight years stay at Jaypee University of Information Technology as assistant professor he had taught various courses like advanced web mining, cloud computing, advanced algorithm, fundamentals of algorithm, advanced data structure and many others. He had guided around 15 master thesis and around 50 bachelor thesis.
Research Interest
Web Mining Data Science Complex Network analysis Web Ontologies Cloud Computing Machine learning Rough set and decision theory Social networks and application to humanity studies
Publications
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Parul Gupta, Swati Agnihotri, Suman Saha (2013). Approximate Data Mining Using Sketches for Massive Data. Procedia Technology, 10 (), 781-787
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Mohit Sharma, Suman Saha (2014). An Efficient Round robin Minimum Spanning Tree Algorithm in MapReduce Framework. INROADS- An International Journal of Jaipur National University, 3 (1), 106-110
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Suman Saha, Satya Prakash Ghrera (2015). Network Community Detection on Metric Space. Algorithms, 8 (3), 680-696
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Suman Saha, Satya Prakash Ghrera (2016). Nearest Neighbor Search in the Metric Space of a Complex Network for Community Detection. Information, 7 (1), 1-16
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Suman Saha, Satya Prakash Ghrera (2016). Low Rank Approximation for Community Detection in Large Complex Networks. Far East Journal of Electronics and Communications, 3 (November,), 387-398