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ANNOUNCEMENT

Admission started for 2020

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Dr. Suman Saha

Associate Professor

Institute of Engineering & Technology

Area/Specialization

Qualifications

PhD

Email

suman.saha@jklu.edu.in

MY BIOGraphy

Dr. Suman Saha is an Associate Professor in the Department of Computer Science and Engineering at JKLU Jaipur. While at JKLU Jaipur he plans to continue his interests in the areas of Artificial Intelligence, Deep Learning, Smart world Algorithms and Network Science. He had spent the last 15 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. Notable contribution at this period is development of Ensemble classifier based on Rough Sets. 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 ten years. His PhD thesis dealt with the important problem of Community Detection in Complex Network and notable contribution is development of metric space transformation of complex network. He obtained his PhD from Jaypee University of Information Technology, preceded by MTech in computer science, from Indian Statistical Institute and MSc. in Mathematics from University of Calcutta. 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 100+ bachelor thesis. He has co-authored book, Advanced Data Structure, which is published in CRC Press and have 25 international publication in reputed journals and conferences.

  • AI & ML
  • Network Science
  • Smart World Algorithm and Data Structure

Google Scholar https://scholar.google.co.in/citations?user=iJJckBgAAAAJ&hl=en

Scopus https://www.scopus.com/authid/detail.uri?authorId=35734950000

Orcid https://orcid.org/0000-0003-1492-2738

PUBLICATIONS:

Books:

  1. Advanced Data Structures: theory and applications(1st), Suman Saha, Shailendra Shukla (2019), BocaRaton, Florida: Chapman and Hall/CRC. [ISBN : 9781138592605] .

Book Chapters:

  1. Building Better India: Powered by Blockchain, Swarup Roy Chowdhury, Suman Saha(), In Hemraj Saini, Geetanjali Rathee and Dinesh Kumar Saini Edited, Large-Scale Data Streaming, Processing, and Blockchain Security (Pages 300). IGI Global . [ISBN : 978-179-98-3444-1] .
  2. Meghna Dhalaria, Ekta Gandotra, Suman Saha (2019). Comparative Analysis of Ensemble Methods for Classification of Android Malilcious Applications. In Singh M., Gupta P., Tyagi V., Flusser J., Oren T., Kashyap R.,, Advances in Computing and Data Sciences (volume 1046, pp. 370-380). Singapore: Springer . [ISBN : 978-981-13-9939-8] .

Journals:

  1. Low Rank Approximation for Community Detection in Large Complex Networks, S Saha, SP Ghrera, Far East Journal of Electronics and Communications 2016.
  2. Nearest Neighbor search in the Metric Space of a Complex Network for Community Detection, S Saha, SP Ghrera, Information (Special Issue: Online Social Networks and Implications )7, 2016.
  3. Network Community Detection on Metric Space, S Saha, SP Ghrera
  4. Algorithms 8 (Special Issue: Clustering Algorithms), 680-696, 2015.
  5. An Efficient Round robin Minimum Spanning Tree Algorithm in MapReduce Framework, M Sharma, S Saha, INROADS-An International Journal of Jaipur National University 3 (1s), 106-110, 2014.
  6. Link Analysis to Visualize a Web Graph, CP Singh, S Saha, SK Saurabh, IJCSI , May 2012 9 (3).
  7. Application of rough ensemble classifier to web services categorization and focused crawling, S Saha, CA Murthy, SK Pal, Web Intelligence and Agent Systems: An International Journal 8 (2), 181-202, 2010.
  8. A novel split and merge technique for hypertext classification, S Saha, C Murthy, S Pal, Transactions on rough sets XII, 192-210, 2010.
  9. Tensor Framework and Combined Symmetry for Hypertext Mining, S Saha, CA Murthy, SK Pal, Fundamenta Informaticae 97 (1), 215-234, 2009
  10. Rough set based ensemble classifier for web page classification, S Saha, CA Murthy, SK Pal, Fundamenta Informaticae 76 (1-2), 171-187

Conferences:

  1. Efficient Nystrom method for low rank approximation and error analysis, LS Patel, S Saha, SP Ghrera, 2015 Third International Conference on Image Information Processing.
  2. Time efficient ranking system on map reduce framework, A Rawat, S Saha, SP Ghrera, 2015 Third International Conference on Image Information Processing.
  3. Graph based approach for minimum multicollinearity highly accurate regression model explaining maximum variability, M Sharma, S Saha, Confluence 2014, 5th International Conference
  4. Reduction in Searching Time of Inverted Index using Bloom Filter, Arvind, J Suchi, S Suman, ERCICA-2014
  5. Robust Best Regressor Model with Minimum Multicollinearity, M Sharma, S Suman, I2CT-2014, International Conference for Convergence of Technology, Pune,India.
  6. Distributed Event Detection in Wireless Sensor Networks for Forest Fires, Y Singh, S Saha, U Chugh, C Gupta, Computer Modelling and Simulation (UKSim), 2013 UKSim 15th International
  7. Approximate data mining using sketches for massive data, Parul Gupta, Swati Agnihotri and Suman Saha, CIMTA-2013, Procedia Technology, Elsevier
  8. Rough set based ensemble classifier, CA Murthy, S Saha, SK Pal, Proceedings of the 13th international conference on Rough sets, fuzzy sets.
  9. Rough set based ensemble prediction for topic specific web crawling, S Saha, CA Murthy, SK Pal, Advances in Pattern Recognition, 2009. ICAPR’09.
  10. Rough Ensemble Classifier: A Comparative Study, S Saha, C Murthy, S Pal, Fuzzy Logic and Applications, 116-123
  11. Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier, S Saha, C Murthy, S Pal, Pattern Recognition and Machine Intelligence, 213-218
  12. Classification of web services using tensor space model and rough ensemble classifier, S Saha, C Murthy, S Pal, Foundations of Intelligent Systems, 508-513
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