Faculty Details

Name

Dr. S. Rathi

Earned Degree/Diploma

ME.,Ph.D

Current Designation

Professor (Department of CSE) & Head, Deputy Controller of Examinations

Department

Computer Science and Engineering

Contact Phone Number

9843190500

Email (Official Preferred)

rathi@gct.ac.in

Publications

AREAS OF RESEARCH

Mobile and Wireless Networks, Internet of Things, Social Networking, Real Time and Bigdata Analytics, Computer Vision

SUBJECT EXPERTISE

Theory of Computation, Compiler Design, Computer Networks and Security, Mobile Computing, Algorithm Analysis, Artificial Intelligence, Machine and Deep Learning, Digital Image Processing, Internet of Things

RESEARCH GUIDANCE UNDER ANNA UNIVERISTY, CHENNAI

  • Number of PhDs produced                                               :           04
  • Number of PhDs guiding                                                  :           06

 

ONGOING RESEARCH ACTIVITIES

  • Predictive Analytics with improved accuracy

  • Depression prediction in social network using whales optimization based convolution neural network

  • Adaptive energy aware routing protocol for dynamic environment in Internet of Things

  • Image based analysis of Air Quality Estimation with deep learning approach

COMPLTETED RESEARCH ACTIVITIES

  • Performance Analysis of enhanced optimization approaches for effective QoS based data transmission in vehicular adhoc networks

  • Certain investigations on enhancing the performance of QOS for hybrid wireless networks using various protocols in network layer

  • A Novel Search integrated Relationship Module for Social Internet of Things

  • A Two way Meta Search Engine for a Personalized Web Search

  • A Secure and Fault tolerant Framework for Mobile IPv6 based Network

FUNDED PROJECTS

  • “Smart Air Quality Monitoring and Forecasting System” – sponsored by AICTE RPS – April 2019 to April 2023

 

PUBLICATIONS IN INTERNATIONAL JOURNALS

  1. Cynthia J, Dr.S.Rathi, “A Comparative Study on GPS Navigation Systems: Attacks, Applications and Challenges for Security and Reliability”, Nanotechnology Perceptions 20 No. S8 (2024) 1367–1378. (SCOPUS)

  2. A. Ishwarya, 2 Dr .S. Rathi, “Hybrid Model For Species Classification Using Dna Sequences With Nucleotide Augmentation”, Int. J. Science, Technology and Development, Volume XIII Issue V MAY 2024, ISSN : 0950-0707, pg. 351-160 (UGC)

  3. Cynthia J, Dr.S.Rathi, “A survey on deep learning techniques for darknet traffic malware detection”,  International Journal of Scientific Research in Engineering and Management (IJSREM), Vol VII, Issue 7, July 2023, ISSN: 2582-3930, DOI: 10.55041/IJSREM24715 Pg. 1-14 (UGC)

  4. Pavithra K, Rathi S, “An Ensemble model for Toxic Comment Classification”, International journal of  analytical and experimental modal analysis, Vol XV, Issue VII, July 2023, pp. 1018-1025, ISSN 0886-9367 (UGC)

  5. Venkatesh Perumal, Rathi S, “RNN for Cyberbullying detection in Social media”, International journal of  analytical and experimental modal analysis, Vol XV, Issue VII, July 2023, pp. 868-878, ISSN 0886-9367 (UGC)

  6. Pavithra K, Rathi S, “A performance study of Applications of AI in Toxic Comment Classification”, Journal of Artificial Intelligence and Capsule Networks, Vol 5, Issue 2, June 2023, pp. 96-109, ISSN 2582-2012 (GOOGLE SCHOLAR/CROSSREF)

  7. Sindhu G, Rathi S, “Deep learning based on Image Segmentation for autonomous driving”, International Journal of advances in Engineering and Management, Vol 4, issue 11, Nov 22, pp 924-928, ISSN-2395-5252, DOI: 10.35629/5252-0411924928 (GOOGLE SCHOLAR)

  8. N. Nalini, Dr.S. Rathi, “Depression Prediction in Social Networks Using Whale Optimization Algorithm based Convolution Neural Networks (WOA-CNN)”, Revista Argentina de Clínica Psicológica, vol 31, issue 1, 2022, pp 41-52, DOI: 10.24205/03276716.2022.6005, ISSN 0327-6716 – ANNEXURE

  9. Jeba Nadarajan 1, and Rathi Sivanraj, “Attention based Multiscale spatio temporal network for traffic forecast with fusion of external factors, International journal of Geo-Information, Dec 2022, Vol11,issue 2, 619, https://doi.org/10.3390/ ijgi11120619 ISSN 2220-9964 – ANNEXURE

  10. Sindhu G, Rathi S, “Inquisition of landslide hazards in Tirupattur district, South India using Gespatial and machine learning techniques”, International journal of advances in Engineering and Management Vol 4, Issue 7, July 2022, pp. 1458-1477, ISSN 2395-5252 (GOOGLE SCHOLAR)

  11. G. Arun, S. Rathi, “Real Time Air Quality Evaluation Model using Machine Learning Approach”, Journal of Information Technology and Digital World, Volume 4, Issue 1, Pages 23-33, May 2022, DOI :10.36548/jitdw.2022.1.003, ISSN : 2582-418 (GOOGLE SCHOLAR)

  12. G. Arun, S. Rathi, “Research study on predicting and forecasting air quality using machine learning approaches”, Vol 12, Issue 7, 2022, DOI :10.12733.JICS.2022.V12I07.535569.66043, ISSN :  1548-7741 (UGC)

  13. A. Shifa, Dr. S. Rathi, “Air Pollution Evaluation by Combining Stationary, Smart Mobile Pollution Monitoring and Data-Driven Modelling”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology ISSN : 2456-3307 (www.ijsrcseit.com) doi  https://doi.org/10.32628/CSEIT217331, Vol 7, Issue 3, pp. 222-227, May –June 2021 (CROSSREF)

  14. P.Parkavi, S.Rathi, “LSTM Based Air Quality Prediction Model In Smart Cities” International Journal of Advances in Engineering and Management (IJAEM), Volume 3, Issue 6,  June 2021, pp: 18-22 ISSN: 2395-5252 (GOOGLE SCHOLAR)

  15. P. Parkavi, S. Rathi, “Deep Learning Model for Air Quality Prediction Based on Big Data”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Vol 7, issue 3, may-June 2021, ISSN : 2456-3307, doi : https://doi.org/10.32628/CSEIT217332 (CROSSREF)

  16. N. Jeba, Dr. S. Rathi, “Effective Data management and Real Time Analytics in Internet of Things”, International Journal of Cloud Computing (Inderscience publications) Vol. 10, Nos. 1/2,  2021 pp 112-128. (SCOPUS)

  17. N. Nalini, Dr. S. Rathi, “Assessment of Datamining techniques in the Domain of Healthcare”, International Journal of Solid State technology, Vol. 64, Issue 2, 2021 pp 151-165 – ANNEXURE

  18. Poongothai R, Dr. S. Rathi, “A Survey on Air pollutant concentration prediction using Machine Learning approaches”, International Journal of Engineering and Technology, Volume: 07 Issue: 05 | May 2020 pp 8025-8030 ( e-ISSN: 2395-0056  p-ISSN: 2395-0072) (GOOGLE SCHOLAR)

  19. R. Dhanusha, Dr. S. Rathi, “A Survey on Air Pollution Monitoring Using Internet of Things”, International Journal of Scientific Research in Science, Engineering and Technology, Vol. 7, Issue 3, pp. 350-355, June 2020 (Print ISSN: 2395-1990 | Online ISSN : 2394-4099) (WOS)

  20. S. Karthikeyani, S. Rathi,  “A Survey on Air Quality Prediction Using Traditional Statistics Method”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Vol. 6, Issue 3, pp. 942-946, June 2020 ( ISSN : 2456-3307 (CROSSREF)

  21. Murugeswari T, and Rathi S, “Cooperative and Optimized Qos Enhanced Distributed Multipath Routing Protocol in Hybrid Wireless Networks”, International Journal of Innovative Technology and Exploring Engineering, Volume-9 Issue-5, March 2020 (ISSN: 2278-3075) (SCOPUS)

  22. Murugeswari T, and Rathi S, Priority and interference aware multipath routing based communications for extreme surveillance systems, Elsevier, Computer Communications, Vol 150, pp. 537-546  Jan 2020 https://doi.org/10.1016/j.comcom.2019.11.050 (GOOGLE SCHOLAR)

  23. Archudha Arjunasamy, and  Rathi S, “Relationship Based Heuristic for selecting friends in Social Internet of Things” An International Journal on Wireless Personal Communications (SPRINGER), Vol. 60, Number 3, April 2019 (ISSN 0929-6212) – ANNEXURE

  24. Suvithavani P, and Rathi S, “An intensive study on precision agriculture: Crop yield production”, Journal of the faculty of Agronomy, Vol. 35, Num 2. pp.263-279, September 2018. (ISSN 0378-7818) – ANNEXURE

  25. Murugeswari T, and Rathi S, “QOS distributed routing protocol for mobile ad-hoc wireless networks using intelligent packet carrying systems, International Journal Design Automation for Embedded Systems (SPRINGER), Volume 22, No. 3, pp. 212-213, September 2018. (ISSN 0929-5585) – ANNEXURE

  26. Harilakshmnan Raj J. S, and Rathi S, “Survey on Detecting Real Spammers and Consequences of Cyber Attacks in Social Networks”, IETE Technical Review (Manuscript ID: 0256-402) – Vol. 3, issue 4, pp. 113-121, June 2018. (ISSN: 0256-4602 Online ISSN: 0974-5971) Impact Factor:1.330 – ANNEXURE

  27. M. Shobana, Rathi S, “IOT Malware: An Analysis of IOT Device Hijacking”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 3, Issue 5, pp. 653-662, May-June 2018 (ISSN : 2456-3307) (CROSSREF)

  28. Sathya N, and Rathi S, “A Survey on reducing semantic gap in Content Based Image Retrieval System”, International Journal of Advanced Studies in Computer Science and Engineering (Manuscript ID: IJV7I03014) – Vol. 7, Issue 3, pp. 09-17, March 2018. (ISSN: 2278-7917)

  29. Pavithra P, Rathi S, “Survey on Human Activity Prediction from Unfinished Video”, International Journal on Recent trends in Engineering and Research”, Vol. 04, issue 3, pp. 290-296, March 2018 (ISSN: 2455-1457), Impact Factor: 4.101

  30. Neeraja S, Rathi S, “A Survey on Detecting License Plates from Low Quality Images”, International Journal of Computer Applications Volume 180 – No.27, pp. 9-15, March 2018 (ISSN: 0975 – 8887) (GOOGLE SCHOLAR/PROQUEST)

  31. Selvamathi A, Rathi S, “Real Time Indoor CO2 Monitoring and Control System Usingwireless Sensor Networks”, International Journal of Scientific & Engineering Research Volume 8, Issue 5, pp. 122-127, May-2017. (ISSN 2229-5518) (GOOGLE SCHOLAR)

  32. Priyadharsnee.K, Rathi S, “An IOT based Smart Irrigation System”, International Journal of Scientific & Engineering Research Volume 8, Issue 5, pp. 44-51, May-2017. (ISSN 2229-5518) (GOOGLE SCHOLAR)

  33. T. Murugeswari, S. Rathi, “Energy efficient spectrum handoff mechanism to improve the QoS in cognitive Radio Networks”, in International Journal of Applied Engineering Research, Volume 10, Number 9, pp. 8953-8957, September 2015 (ISSN 0973-4562)  - ANNEXURE II

  34. Murugeswari T, and Rathi S, “Improved efficient of QOS aware geographic opportunistic routing in Wireless Sensor Networks”, APRN journal of engineering and applied sciences, Vol. 10, Number 9, pp. 3920 – 3923, May 2015 (ISSN 1819-6608) – ANNEXURE II

  35. Jayanthi J, and Rathi S, “A Personalized Search Framework for Industrial Safety and Health Information Retrieval”, Journal of Scientific and Industrial Research”, Vol. 73, pp. 407 – 414, June 2014 – ANNEXURE I

  36. Jayanthi J, and Rathi S, “Personalized Web Search Methods – A Complete Review”, Journal of Theoretical and Applied Information Technology, Vol. 62 No.3 pp. 685-697, 30th April 2014 (ISSN: 1992-8645 and E-ISSN: 1817-3195) (SCOPUS)

  37. Jayanthi J, and Rathi S, “A novel relevance metric prediction algorithm for a personalized web search”, ICT journal on softcomputing, vol. 3, issue 4, pp. 596 – 604, July 2013. (ISSN: 2229-6956) (CROSSREF)

  38. Jayanthi J, and Rathi S. "Article: Evaluating the Effectiveness of Web Search Metrics." International Journal of Applied Information Systems, Volume 4, pp 28-35, December 2012. (ISSN: 2249 – 0868) (GOOGLE SCHOLAR)

  39. Devi Deivanai S, Rathi, S., and Thanushkodi, “Challenges Faced For Developing 4th Generation Mobile Communication System”, International Journal of Engineering and Innovative Technology, Volume 2, Issue 5, pp 75-80, November 2012. (ISSN: 2277 – 3754) (CROSSREF)

  40. Rathi, S., and Thanushkodi, K, “Design and Performance Evaluation of an Efficient Home Agent Reliability Protocol”, International Journal of Recent Trends in Engineering, Vol.1, pp 52-56, November 2009. (ISSN: 1797-9617) (PROQUEST)

  41. Rathi, S., and Thanushkodi, K, “A Secure and Fault-tolerant framework for Mobile IPv6 based networks”, International journal on Computer Science and Information Security, Vol. 5, No. 1, pp 46-55, September 2009. (ISSN: 1947–5500)

  42. Rathi, S., and Thanushkodi, K, “A Scalable and Secure Mobile Registration Protocol for IPv6”, International journal on Computer Networks and Internet Research, Vol. 9, No.1, pp. 57-64, July 2009. (ISSN: 1687-4846)

  43. Rathi, S., and Thanushkodi, K, “Performance Analysis of Mobile IP Registration Protocols”, International transactions on Computers, Volume 8, Issue 3, pp. 538 – 548, March 2009 (ISSN: 1109-2750) – ANNEXURE II

  44. Rathi, S., and Thanushkodi, K, “Virtual Private Network based Home Agent Reliability Protocol for Mobile IPv6 based Networks”, International transactions on Computer Science and Engineering, Vol. 49, No.1, pp. 213 - 223, October 2008. (ISSN: 1738 -6438)

PUBLICATIONS IN NATIONAL/INTERNATIONAL CONFERENCES

  1. Jayanthi S, Rathi S, “Railway Track Defect Detection System using Computer Vision”, International Conference on Recent Engineering Technology and Management – 2019, pp. 21,  held on March 29 and 30, 2019 organized by Organaization of Science And Innovative Engineering & Technology(OSIET) at Coimbatore Institute of Engineering and Technology, Coimbatore (ISBN : 978-93-81288-18-4)

  2. Priyanka R, Rathi S, “A Survey On Flow Update Consistency And Efficiency In Software Defined Networks”, International Conference on Recent Engineering Technology and Management – 2019, pp. 22,  held on March 29 and 30, 2019 organized by Organaization of Science And Innovative Engineering & Technology(OSIET) at Coimbatore Institute of Engineering and Technology, Coimbatore (ISBN : 978-93-81288-18-4)

  3. Hariharasudhan T, Rathi S, “A Survey On Secure And Efficient User Authenticated Key Management Protocol”, International Conference on Recent Engineering Technology and Management – 2019, pp. 22,  held on March 29 and 30, 2019 organized by Organaization of Science And Innovative Engineering & Technology(OSIET) at Coimbatore Institute of Engineering and Technology, Coimbatore (ISBN : 978-93-81288-18-4)

  4. M.Indirani, Rathi S, “Literature Survey on High Utility Itemset MiningUsing Transaction Databases”, International Conference on Green, Intelligent Computing & Communication Systems-ICGICCS’18

  5. Pavithra P, Rathi S, “Human Activity prediction from unfinished video”, 10th National conference on Signal processing and VLSI design (NCSCV’18), held on 6th and 7th April 2018 at Anna University Regional Campus, CoimbatoreNeeraja S, Rathi S, “Detection of license plates from low quality images”, 10th National conference on Signal processing and VLSI design (NCSCV’18), held on 6th and 7th April 2018 at Anna University Regional Campus, Coimbatore

  6. Sathya N, Rathi S, “Content Based Image retrieval based on relevance feedback and collaborative image retrieval”, in the national conference on alternate energy technologies” on 27/4/2018 at GCT, Coimbatore

  7. Bhuvanesh N, Rathi S, “Ontology based Semantic Image Segmentation”, National Conference on Information and Communication Technology pp. 82-87, held on 29/4/2017 organized by Department of Computer Science and Engineering at Sri Ramakrishna Institute of Technology, Coimbatore

  8. DeviSurya V, Rathi S, “AutiDiatary: A Smartphone application for food recognition and calories Estimation”, National Conference on Computing and Information Systems, pp. 46-49, held on 10/2/2017 organized by Department of Information Technology at Kongu Engineering College, Erode.

  9. J. S. Harilakshmanraj, Rathi S, “A Systematic Review of Studio on Perceived Risks Over Online Social Networks”, Proceedings of the International Conference on Data Science and Engineering – ICDSE 2017, pp. 42-46, Jan 20-21, 2017 at PSG College of Technology, Coimbatore

  10. N. Ramya, Rathi S, “Detection of Selfish Nodes in Manet- A Survey”, 2016 3rd International Conference on Advanced Computing and Communication Systems (ICACCS -2016), Jan. 22 – 23, 2016, Coimbatore, INDIA

  11. Usha A, Rathi S, “A Survey on Reliable energy efficient routing to enhance the lifetime of Wireless Adhoc Networks”, proceedings of the ninth national conference on Recent Advances in Computer Vision and Information Technology, pp. 60-63, 16th April 2015

  12. Ahila A, Rathi S, “A Survey on retrieving encrypted documents semantically from cloud server”, proceedings of the ninth national conference on Recent Advances in Computer Vision and Information Technology, pp. 83-87, 16th April 2015

  13. Shahid Lateef Sheik, Rathi S, “An accuracy aware diffusion process profiling approach using robotic and wireless sensor networks”, proceedings of the ninth national conference on Recent Advances in Computer Vision and Information Technology, pp. 64-68, 16th April 2015

  14. Narendran G, Kiruthika N, Rathi S, “Distributed Routing Protocol for Hybrid wireless networks-QOS Based approach”, proceedings of the seventh national conference on Recent Advances in Computer Vision and Information Technology, pp. 135-139, 14th March 2014.

  15. Kiruthika N, Narendran G, Rathi S, “A Novel approach for preserving source location privacy in Wireless Sensor Networks”, proceedings of the seventh national conference on Recent Advances in Computer Vision and Information Technology, pp. 53-60, 14th March 2014

  16. S. Rathi and G. Gururagahav, “Multihoming Agent Support for Mobile IPv6 Networks”, in National conference on Advanced Communications and Networking 2009, Avinashilingam University, Coimbatore

  17. S. Rathi and G. Nambi Rajeswari, “A scalable and lightweight Mobile IP authentication protocol”, proceedings of the national conference on Emerging trends in Engineering and Technology, May 2009.

  18. E. Yuvanya, G. Nambi Rajeswari, S. Rathi, “An efficient and secure Mobile IP registration protocol”, proceedings of the first national conference on Advanced Computing Systems, pp. 74 – 77, march 2009.

  19. M. Senthil kumar, B. S. Karthik, S. Rathi, “A Framework for secure and Efficient Mobile IP Registration” proceedings of the National level conference on Innovations in Information Technology,  pp. 29 – 35, Jan 2008

  20. M. Senthil kumar, B. S. Karthik, S. Rathi, “Performance Analysis of Mobile IP Registration Protocols” proceedings of the National level conference on Innovations in Information Technology,  pp. 21 – 28, Jan 2008

  21. M. Senthil kumar, S. Rathi, “Performance Analysis of Mobile IP Registration Protocols” proceedings of the National conference on Software Engineering and Applications, pp. 151 – 156, Jan 2008.

  22. B. S. Karthik, S. Rathi, “A Framework for secure and Efficient Mobile IP Registration”, proceedings of the National conference on Software Engineering and Applications, pp. 145 – 150, Jan 2008.

  23. S. Rathi, S. Arumugam, “Improving the performance of fault-tolerant Mobile Internet Protocol”, proceedings of the national conference on Cutting Edge Technologies in Power Conversion and Industrial Drives, pp. 324-328, march 2005.

 

CONFERENCES/FDPS/WORKSHOPS ORGANIZED AND ATTENDED

  1. No of Conferences organized                       :           02

  2. No of workshops organized                          :           20

  3. No of FDPs Organized                                   :           15

  4. No of Workshops/FDPs attended                  :           70

  5. No of NPTEL courses completed                   :           08

  6. No of Guest Lectures delivered                     :           08

  7. Session Chair/Reviewer                                  :           03

Invited Lectures and Chairmanships at National or International Conference/ Seminars

  1. Delivered a lecture in “5 days FDP on Fullstack developmet” on 10.7.2023  sponsored by FTC from 10.07.2023 to 14.7.2023

  2. Reviewer and chairperson of the IFIP 7th International conference on Computer Communication and Signal Processing organized by SSN, Chennai

  3. Delivered a lecture in “CAS and 360 degree feedback” on 30.11.2022 for for Polytechnic Teachers during their induction programme

  4. Resource person on 15.5.2020 for the two day online FDP on “Design, Develop and deliver online courses through Moodle Platform” held on 15.05.2020 & 16.05.2020 organized by CIT, Coimbatore sponsored by TEQIP III

  5. Session Chair for the AISGSC 2019 at PSG College of Technology, Coimbatore on 04.01.2019

  6. Session Chair for the International Conference on Computer Communication and Informatics” at Srisakthi Institute of Technology, Coimbatore on 25.01.2019

  7. Resource person for the National Seminar on “Wireless Communication and Mobile Computing” organized by Information Technology, Bharathiyar University, CBE on 28.02.2019 

  8. Session chair for the session on 26.04.2019 in TEQIP III sponsored Joint National conference on Emerging Computing Technologies and its applications held at PSG College of Technology, Coimbatore.

  9. Resource Person for “NBA guidance and expertise sharing” at Vivekeanda College of Engg, Tiruchengode on 7.6.2019

  10. Session chair for the session on 13.07.2019 in the First International conference on Intelligent Digital Transformation” at SREC, CBE

  11. Resource Person in TEQIP III sponsored 2 day workshop on “Outcome Based Education and NBA Accreditation” on 13.08.2019 on the following topics: An overview of outcome based education, Governance, Institutional Support and Financial resources

  12. Mentor of students Team “GCT Technocrats” for participating in “Smart India Hackathon 2018” on 30.3.2018 and 31.03.2018

  13. Smart India Hackathon 2017 Ambassadar

 

AWARDS AND ACHIEVEMENTS

  • Academic Awards from GCT Faculty Award Ceremony for the years 2012, 2013, 2014, 2015, 2016, 2017, 2018 and 2019

  • NPTEL Discipline Star (June2023)

  • NPTEL Toppers in the courses Deep Learning (Topper 2%: July-Oct2022), Data Science for Engineers (Topper 1%: Jan-Mar2023), Python for Data Science (Topper 2%: July-Oct2022)

  • Qualified in stage 2 of AICTE Lilavati award under the Sub Theme:Women and Adolescent Health

  • S. Rathi, S. Arumugam, “Improving the performance of fault-tolerant Mobile Internet Protocol”, proceedings of the national conference on Cutting Edge Technologies in Power Conversion and Industrial Drives, pp. 324-328, march 2005 (BEST PAPER AWARD)

 

https://scholar.google.com/citations?hl=en&user=aaau01EAAAAJ

https://orcid.org/0000-0002-5737-8675

https://www.scopus.com/authid/detail.uri?authorId=36053586100

https://www.webofscience.com/wos/author/record/LUY-3339-2024