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Dr. Santhosh Kumar G

Professor

Department of Computer Science

Cochin University of Science and Technology
Kochi - 682022, Kerala, India

E-mail

san@cusat.ac.in

Web Address

https://cs.cusat.ac.in/san.jsp



BRIEF BIO
Santhosh Kumar G is a Professor in the Department of Computer Science at Cochin University of Science and Technology, Kerala, where he has been since 2001. Santhosh received his MTech degree and his Ph. D. in Computer Science from Cochin University. Santhosh was a senior analyst programmer at the Infortech SDN, BHD, Malaysia, and a senior analyst programmer at Tao Information Technology, Bangalore (1999-2001) before joining Cochin University. His research interest is in areas related to Cyber-Physical Systems and Computer Vision. He is a senior member of ACM and IEEE and a lifetime member of the Computer Society of India.

RESEARCH INTERESTS
Computer Vision, Cyber Physical Systems, Natural Language Processing

RESEARCH PROFILES
Publons : https://www.webofscience.com/wos/author/rid/G-6027-2010
Scopus : https://www.scopus.com/authid/detail.uri?authorId=57192003365
Google Scholar : https://scholar.google.co.in/citations?user=1b3XxQ8AAAAJ&hl=en

JOURNAL PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 12]
  • Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet, Innovations in Systems and Software Engineering, Springer Nature 2022

  • Identification of Crowd Behaviour Patterns Using Stability Analysis, Journal of Intelligent & Fuzzy Systems, IOS Press Vol. 42, 2022

  • Generic Methodology for Formal Verification of UML Models, Defence Science Journal, DESIDOC Vol. 72, 2022

  • Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks, Journal of Information Science and Engineering, Institute of Information Science, Academia Sinica, Taipei Vol. 37, 2021

  • Learning in the presence of concept recurrence in data stream clustering, Journal of Big Data, Springer Vol. 7, 2020

  • Machine learning approach to suffix separation on a sandhi rule annotated malayalam data set, South Asia Research, Sage Publications Vol. 40, 2020

  • Concept Drift Detection in Data Stream Clustering and its Application on Weather Data, International Journal of Agricultural and Environmental Information Systems (IJAEIS), IGI Global Vol. 11, 2020

  • Mining spatial colocations from image-objects: A tensor factorization approach, Journal of Intelligent & Fuzzy Systems, IOS Press Vol. 37, 2019

  • Change detection in urban landscapes: a tensor factorization approach, Spatial Information Research, Springer Vol. 27, 2019

  • Methodology for Integrating Computational Tree Logic Model Checking in Unified Modelling Language Artefacts A Case Study of an Embedded Controller, Defence Science Journal, DESIDOC Vol. 69, 2019

  • CONFERENCE PUBLICATIONS (RECENT) [TOTAL PUBLICATIONS : 21]
  • Automatic Formal Model Generation from UML Diagrams–An Implementation Experience, 2022 IEEE Delhi Section Conference (DELCON), 2022

  • BiLSTM-Autoencoder Architecture for Stance Prediction, International Conference on Data Science and Engineering, 2020

  • CUSUM based concept drift detector for data stream clustering, International Conference on Big Data and Internet of Things, 2020

  • Personalized News Media Extraction and Archival Framework with News Ordering and Localization, Advances in Intelligent Systems and Computing, Vol. 933 , 0, 2019

  • A Framework for Monitoring Clustering Stability Over Time, Advances in Intelligent Systems and Computing , Vol. 882 , 1, 2019

  • Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker, 2018 8th International Symposium on Embedded Computing and System Design (ISED), 2018

  • Spatiotemporal Ontology for Understanding Semantics in Change Patterns of Remote Sensing Images, International Conference on Innovative Computing and Communications. Lecture Notes in Networks and Systems, Vol. 55 , 1, 2018

  • Tracking Cluster Transitions Using Summaries, 2018 International Conference on Data Science and Engineering (ICDSE), 2018

  • Enhanced Fast Retina Keypoint descriptor, 2017 IEEE Region 10 Conference (TENCON), 2017

  • Inter-Spectral and Intra-Spectral Features for Effective Classification of Remotely Sensed Images, Proceedia Computer Science, Vol. 115 , 0, 2017

  • BOOKS PUBLISHED
  • Dr. Santhosh Kumar G, Deepak P, Tanmoy Chakraborthy, Cheng Long, Data Science for Fake News: Surveys and Perspectives, Springer International Publishing, 2021 , ISBN : 978-3-030-62695-2

  • RESEARCH PROJECTS
  • "Collusion and Fake News: Are social networks being orchestrated in favor of fake news?" (MHRD- 2019 -2022 , Total outlay Rs.6800000)

  • "International Network for Image-based Diagnosis" (The Research Council of Norway- 2022 -2024 , Total outlay Rs.45000000)

  • "Responsible Disinformation Detection with an Emphasis on Global South" (Queen's University, Belfast, UK- 2022 -2023 , Total outlay Rs.940625)