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Dr. S. D. Samantaray
Department of Computer Engineering

Dr. S. D. Samantaray

Professor & Head
  • QualificationB.Tech, M.Tech, PhD
  • SpecialisationNatural Language Processing (NLP), LLM and Transformer technologies, Computational Linguistics, Machine Translation, Chat Bots; AI,ML,DL, Explainable AI (XAI), Interpretable ML, Computer Vision, Generative AI, AI and Pattern mining for Cyber Crime Control, Cyber Security Management, Cyber Threat Intelligence (CTI); Computational Intelligence (CI) for AgriInformatics, BioInformatics etc; Cyber Physical System (CPS) and Industry 4.0
  • Emailsdsraytcpgbpuatacin, sdsraygmailcom
  • Contact9412987200, 8475001563

Selected Research Publications

  1. S.D.Samantaray, A Journey towards systems biology: Biocomputing of hi-throughput omics data: A National training workshop report- 2018, International Journal of Chemical Studies 2018, 6(6), 2751-2756
  2. S.D.Samantaray, Durgesh Pant , “DEVELOPMENT OF KNOWLEDGE MINING TECHNIQUES FOR SPATIAL DECISION SUPPORT SYSTEM”, International Journal of Computer Engineering & Technology (IJCET) , Volume 8, Issue 5, Nov-Dec 2017
  3. Chanchal Agarwal, S.D. Samantaray, “A Decision Tree Approach Using Thresholding and Reflectance Ratio for Identification of Yellow Rust”, ) International Journal of Computer Science and Information Technologies, Vol. 7 (6) , 2016, 2464-2468
  4. Chanchal Agarwal, S. D. Samantaray, “A Novel Image Processing based Approach for Identification of Yellow Rust in Wheat Plants”, Volume 6, Issue 11, November 2016 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering
  5. S.D.Samantaray, “An Intelligent Multi Lingual Concept based Search Engine” , Knowledge and Cognitive Science and Tech. , 20th Word Multi Conference on Systemic, Cybernetics and Informatics (WMSCI-2016) Orlando USA
  6. Mansi Panwar, SD Samantaray, “An Improved E-DEEC Protocol using Periodic and Threshold-Sensitive Data Transmission in Heterogeneous Wireless Sensor Network” published in International Journal of Computer Science Engineering (IJCSE), ISSN: 2319-7323, Vol. 4 No.04 ,July 2015, pp.155-161
  7. Multi-Label Classification Using Bi-LSTM — Journal of Creative Research, 2022
  8. Canine Vertebral Column Segmentation with UNet Models: A Positive Approach to Radiographic Image Analysis — International Journal of Scientific Research in Engineering and Management (IJSREM), 2023
  9. Comparative Analysis of Pre-Trained CNN Architectures for Apple Foliar Disease Classification — International Journal of Scientific Research in Engineering and Management (IJSREM), 2023

Books/Book Chapters

  • A book chapter entitled “Exploring the Medicinal and Nutritional properties of Cichorium intybus using automated wed scrapping and text mining techniques” by S.D. Samantaray, has been published in the book Advances Agricultural Biotechnology Vol 6 published by AkiNik Publications New Delhi.

Sponsored Projects

  1. “North-Western Himalayan Bioinformatics Grid” — Department of Bio-Technology (DBT), 99.99 lakhs
  2. “Development of process, systems and digital infrastructure for online-open access version of Pantnagar Journal of Research” — Directorate of Experiment Station, 8.5 lakhs
  3. “Scalable Attack Data Capturing and Analysis framework for Cyber Threat Intelligence Generation” — CERT-IN in collaboration with CDAC-Mohali, Servers, Systems and Technology
  4. A student project entitled “Location specific malware prediction using data mining approach” — TEQIP-III, 40,000

Other Work

  • Nodal Office C4I4
  • Chairman of Students Discipline committee
  • College NBA Coordinator
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