Professor

Prof Radha Guha 

Department of Computer Science and Engineering

Interests

  1. High Performance Computing
  2. Artificial Intelligence and Machine Learning Algorithms
  3. Natural Language Processing, Machine Translation & Text Summarization

Education

1985

NIT Durgapur, WB
India
BE

1991

Jadavpur University
India
ME

2007

University of California Irvine
USA
Ph.D.

Experience

  • 2016- 2020 | Professor | DIT Univ. Dehradun, India
  • 2015-2016 | Visiting Faculty | PLU, Washington, USA
  • 2014-2015 | Visiting Faculty | PMU, KSA
  • Dec. 2012-Dec. 2013 | Professor | PES Institute of Technology, Bangalore, India
  • 2008-2011 | Faculty | Amrita Univ., Texas A&M International Univ
  • 1986-2001 | Industry | JK Synthetics, CMC Ltd., Intech, Transtech (USA), GO2 Inc (USA)

Research Interest

  • Data Science, Natural Language Processing, Text Mining, Automatic Text Summarization, Chat Bot Design
  • Big Data Analytics, Artificial Intelligent Automatic Recommender Engine Design
  • Artificial Intelligent Face Detection and Recognition

Awards & Fellowships

  • Engineering Merit Scholarship 1981-1985, India
  • National Merit Scholar 1981, India

Publications

  • Radha Guha. A Report on Automatic Face Recognition: Traditional to Modern Deep Learning Techniques. Under review. 2020.
  • Radha Guha. Improving an Artificial Intelligent Recommendation Engine by Deep Learning Techniques. Accepted for oral presentation as full paper for the –“IEEE Sponsored 6th International Conference for Convergence in Technology (I2CT) 2021”. Pune, Maharashtra.
  • Radha Guha. Desgning a Chat-bot for College Information using Information Retrieval and Automatic Text Summarization Techniques. Current Chinese Computer Science (2020), Bentham Science Publisher. Preprint.
  • Radha Guha. Efficient Renewable Energy Integration: A Pertinent Problem and Advanced Time Series Data Analytics Solution. De Gruyter Publication 2020. Accepted.
  • Radha Guha. Impact of Artificial Intelligence and Natural Language Processing on Programming and Software Engineering. In International Research Journal of Computer Science, Vol. 7, Issue 9, Sept. 2020.
  • Radha Guha. Exploring Information Retrieval By Latent Semantic Indexing and Latent Dirichlet Analytic Techniques. In International Research Journal of Computer Science, Vol. 7, Issue 5, May 2020.
  • Radha Guha. Exploring the Field of Text Mining. International Journal of Computer Applications (IJCA), Volume 155, Number 4, Nov. 2017.
  • Radha Guha. Current Trends in Biomedical Engineering Field and Role of Reconfigurable Computing Platform of FPGA. In International Journal of Simulation, Systemm, Science and Technology, Vol 15, 2015.
  • Radha Guha, Implementation of Kalman Filter and Sonar Image Processing on FPGA Platform. In Proceedings of The 5th International Conference on Industrial Engineering and Operations Management, Dubai, UAE, March 3 – 5, 2015.
  • Radha Guha, Benefits and Challenges of Mobile Cloud Computing. In the Journal of International Journal of Simulations, System, Science and Technology, Volume 14, Number 4, Pages 15 – 20, August 2013.
  • Radha Guha, Evolution of Software Engineering in the Changing Scenario of Modern Hardware Architecture, Semantic Web and Cloud Computing Platform. Covenant Journal of Informatics and Communication Technology (CJICT). Vol. 1, No. 1, July, 2013.
  • Radha Guha, Impact of Semantic Web and Cloud Computing Platform on Software Engineering. Book Chapter in Springer publication, 2013.
  • Radha Guha, David Al-Dabass. Impact of Web 2.0 and Cloud Computing Platform on Software Engineering. In Proceedings of 1st International Symposium on Electronic System Design (ISED) 2010. Dec. 2010.
  • Radha Guha, David Al-Dabass. Performance Prediction for Parallel Computations of Streaming Applications on FPGA Platform. In Proceedings of 12th International Conference on Computer Modeling and Simulation, UKSIM2010, March 2010.
  • Radha Guha. The Changing Trend of User Applications and Operating System Design Objectives for Parallel Computing by Reconfigurable FPGAs. In Proceedings of IEEE XPLORE, World Congress on Nature and Biologically Inspired Computing, Nabic 2009. Dec. 2009.
  • Radha Guha. Embedded System Design: Algorithms Acceleration by a Reconfigurable Computing Platform of FPGAs. VDM Verlag Dr.Müller. ISBN 978-3-639-14726-1, Paperback, 184 pages.
  • Radha Guha. Toward The Intelligent Web Systems. In Proceedings of IEEE CS, First International Conference on Computational Intelligence, Communication Systems and Network, Pages 459-463, July 2009.
  • Radha Guha. A Communication Centric Embedded System Architecture (ACCESA). In Proceedings of IEEE CS, First International Conference on Computational Intelligence, Communication Systems and Network, Pages 436-441, July 2009.
  • Radha Guha, Nader Bagherzadeh, Pai Chou. Resource Management and Task Partitioning and Scheduling a Run-Time Reconfigurable Embedded System. In the journal of Computers and Electrical Engineering, Volume 35, Issue 2, Pages258-285, March 2009.
  • Radha Guha, Nader Bagherzadeh. An Efficient Partitioning and Scheduling Algorithm for Streaming Applications on FPGA with Resource Constraint. In Proceedings of 19th IASTED International Conference on Parallel and Distributed Computing and Systems, Pages 363-368, Nov. 2007.
  • Radha Guha, Nader Bagherzadeh, Pai Chou. An Efficient Placement Algorithm for Run-Time Reconfigura Embedded System. In Proceedings of 19th IASTED International Conference on Parallel and Distributed Computing and Systems, Pages 218-224, Nov. 2007.

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