K.S.Jayareka B.E.,CSE ,M.E.,CSE, (PhD)

K.S.Jayareka B.E.,CSE ,M.E.,CSE, (PhD)

Email: jayareka.ks@sonatech.ac.in

Designation: Assistant Professor

Experience: 9 years 10 Months

Specialization: Image processing, Artificial Intelligence, Deep Learning

Journal Publication Conference Publication Book Publication Major Contributions Invited Talk Training / Workshops Consultancy Research Projects Patent Membership Research IDs Awards & Recognitions Lab Achievements Credentials

Journal Publication

  1. Paper published titled on “Survey on Facial expression analysis in image processing” in ijmtes international journal of modern trends in engineering and science during the month of September 2014 volume:01 ISSN NO: 2348- 3121 and with Global Impact Factor (GIF) : 2.02.
  2. Paper published titled on “An optical flow algorithm to implement Vehicle counting system using surveillance camera in image processing” in ijmtes international journal of modern trends in engineering and science during the month of May 2014 volume: 01 issue 05ISSN NO: 2348- 3121 and with Global Impact Factor (GIF): 2.02.
  3. Paper titled “3D Human Computer Intelligent Interaction by Facial Expression Analysis using FACS” selected for publishing in journal IJSER International Journal of Scientific Engineering Research in April 2015 volume which has Impact Factor 3.2
  4. Vehicular Emission Monitoring System Using Internet of Things, International Journal of Advanced Science and Technology Vol. 29, No. 6, (2020), pp. 4127 - 4135
  5. An Image Based Approach To Detect Counterfeit Products Using Mser Algorithm Suraj Punj Journal for Multidisciplinary Research Page No:17-22
  6. Energy Efficient Routing using Machine Learning based Link Quality Estimation for WMSNs Turkish Journal of Computer and Mathematics Education Vol.12 No. 11 (2021), 3767- 3775
  7. Turkish Journal of Computer and Mathematics Education Vol.12 No. 11 (2021), 3767-3775 Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 6, 2021, Pages. 9138 - 9143
  8. An integrated Iot based Approach Enabled in UAV for the Early Prediction of Forest Fires Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 6, 2021, Pages. 11042 - 11054
  9. An effective automatic detection of tooth cavity using machine cum deep learning concepts and ICDAS Measurement, materialstoday: proceedings Elsevier
  10. Paddy disease classification using machine learning technique, materialstoday: proceedings Elsevier
  11. M. Senthil Murugan, P. V. Ravindranath, K. S. Jayareka, T. Sundareswaran, C. Singh and A. Subbaiyan, "Enhanced Optimization-based Node Localization Scheme for WSN," 2023 8th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2023, pp. 583-588, doi: 10.1109/ICCES57224.2023.10192857.
  12. M. Vyas, Purushothaman, K. S. Jayareka, B. S. Babu, K. Deepthika and A. Srivastava, "Enhancing Cloud Security with a Fuzzy Rule-Based Classifier for Intrusion Detection and Classification," 2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2023, pp. 1226-1231, doi: 10.1109/ICIRCA57980.2023.10220692.
  13. A. Atheeswaran, K. Maheshkumar, K. S. Jayareka, B. Janani, K. Lakshmanan and P. Sobiyaa, "Deep Learning-Based Diagnosis of Rice Sheath Rot Disease: A Wavelet-Filtered Approach for Feature Extraction and Analysis," 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS), Chikkaballapur, India, 2024, pp. 1-8, doi: 10.1109/ICKECS61492.2024.10616704.
  14. Paper yet to be published in IEEE XPLORE titled 'A Coincered Node Framework For Localization Of Jammers' through 2nd IEEE International Conference on Human Computer Interactions (ICHCI’16) held at Nalli Arangam, Saveetha University, Tandalam, Chennai on March 2016.
  15. Paper published titled 'Survey on Facial expression analysis in image processing' in IJMTES International Journal of Modern Trends in Engineering and Science during the month of September 2014 volume:01 ISSN NO: 2348-3121 and with Global Impact Factor (GIF): 2.02.
  16. Paper published titled 'An optical flow algorithm to implement Vehicle counting system using surveillance camera in image processing' in IJMTES International Journal of Modern Trends in Engineering and Science during the month of May 2014 volume: 01 issue 05 ISSN NO: 2348-3121 and with Global Impact Factor (GIF): 2.02.
  17. Paper titled '3D Human Computer Intelligent Interaction by Facial Expression Analysis using FACS' selected for publishing in journal IJSER International Journal of Scientific Engineering Research in April 2015 volume which has Impact Factor 3.2.
  18. Vehicular Emission Monitoring System Using Internet of Things, International Journal of Advanced Science and Technology Vol. 29, No. 6, (2020), pp. 4127 - 4135.
  19. An Image Based Approach To Detect Counterfeit Products Using MSER Algorithm - Suraj Punj Journal for Multidisciplinary Research Page No: 17-22.
  20. Energy Efficient Routing using Machine Learning based Link Quality Estimation for WMSNs, Turkish Journal of Computer and Mathematics Education Vol.12 No. 11 (2021), 3767-3775.
  21. Turkish Journal of Computer and Mathematics Education Vol.12 No. 11 (2021), 3767-3775 Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 6, 2021, Pages. 9138 - 9143.
  22. An integrated IoT based Approach Enabled in UAV for the Early Prediction of Forest Fires, Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 6, 2021, Pages. 11042 - 11054.
  23. An effective automatic detection of tooth cavity using machine cum deep learning concepts and ICDAS Measurement, Materials Today: Proceedings Elsevier.
  24. Paddy disease classification using machine learning technique, Materials Today: Proceedings Elsevier.
  25. M. Senthil Murugan, P. V. Ravindranath, K. S. Jayareka, T. Sundareswaran, C. Singh and A. Subbaiyan, 'Enhanced Optimization-based Node Localization Scheme for WSN,' 2023 8th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2023, pp. 583-588, doi: 10.1109/ICCES57224.2023.10192857.
  26. M. Vyas, Purushothaman, K. S. Jayareka, B. S. Babu, K. Deepthika and A. Srivastava, 'Enhancing Cloud Security with a Fuzzy Rule-Based Classifier for Intrusion Detection and Classification,' 2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA), Coimbatore, India, 2023, pp. 1226-1231, doi: 10.1109/ICIRCA57980.2023.10220692.
  27. A. Atheeswaran, K. Maheshkumar, K. S. Jayareka, B. Janani, K. Lakshmanan and P. Sobiyaa, 'Deep Learning-Based Diagnosis of Rice Sheath Rot Disease: A Wavelet-Filtered Approach for Feature Extraction and Analysis,' 2024 International Conference on Knowledge Engineering and Communication Systems (ICKECS), Chikkaballapur, India, 2024, pp. 1-8, doi: 10.1109/ICKECS61492.2024.10616704.
  28. B. G N, J. V. R. Kumar, K. S. Jayareka, T. B. Sivakumar, R. R. Balaji and A. B. Abinaya, 'Machine Learning in Smart Cities: Survey of Wireless Sensor Network Applications,' 2024 International Conference on Communication, Computing and Energy Efficient Technologies (I3CEET), Gautam Buddha Nagar, India, 2024, pp. 1556-1562, doi: 10.1109/I3CEET61722.2024.10993915.
  29. Jayareka Subramanian Corresponding Author; Deepadharsan Madhaiyan; Dhanush Venkatesan; Dhanushwar Balu; Sobiyaa Palanisamy; Maheshkumar Karagowder; Sathiyabhama Balasubramaniyam; Fathima Shahul Hameed; Vinodhini Velleangiri 'Fake review detection using deep learning' AIP Conf. Proc. 3279, 020083 (2025) doi: 10.1063/5.0263054, Volume 3279, Issue 1, 1 April 2025.
  30. Jayareka Subramanian Corresponding Author; Abdul Gafoor Humayun; Areddula Naveen Kumar; Charumathi Uvaraj; Sathiyabhama Balasubramaniyam; Sobiyaa Palanisamy; Maheshkumar Karagowder; Vinodhini Velleangiri; Fathima Shahul Hameed 'Real time stock insights and decision support using RAG model' AIP Conf. Proc. 3279, 020082 (2025) doi: 10.1063/5.0263053, Volume 3279, Issue 1, 1 April 2025.
  31. Jayareka Subramanian Corresponding Author; Durai Sangeeth Rohan; Sobiyaa Palanisamy; Maheshkumar Karagowder; Sathiyabhama Balasubramaniyam; Fathima Shahul Hammeed; Vinodhini Velleangiri, 'Advancing agriculture: Deep learning solutions for plant disease detection' AIP Conf. Proc. 3279, 020081 (2025), doi: 10.1063/5.0263052, Volume 3279, Issue 1, 1 April 2025.
  32. K. S. Jayareka, B. Sathiyabhama, P. Sobiyaa and S. K. Fathima, 'Prevention of Alzheimer Disease by Predicting Oral Issues and Its Impact on Individuals at Early Stage and Indicating Using Grey Wolf Optimization Technique,' 2025 International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI), Erode, India, 2025, pp. 1171-1176, doi: 10.1109/ICMSCI62561.2025.10894594.
  33. K. V. Priyadharshini, V. K. Nassa, K. S. Jayareka, K. F. Sulthana, G. B and N. B. M. Kumar, 'High Dimensionality Reduction and Optimized Mental Health Monitoring Using Diverse Deep Learning Approaches,' 2024 IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT), Gwalior, India, 2024, pp. 1-8, doi: 10.1109/INSPECT63485.2024.10896127.

International Conferences

  1. Presented paper on “Implementation of Vehicle counting system in image processing” in the first international conference on intelligent engineering systems – 2IES-14 at Easa College of Engineering & Technology, Coimbatore.
  2. Paper selected on “Survey on Facial expression analysis” for international conference on innovations in computing techniques, organized by Department of Information Technology at PSG College of Technology, Coimbatore on January 2015.
  3. Paper selected on “3D Human Computer Intelligent Interaction by Facial Expression Analysis using FACS” for international conference TITCON’15, organized by Department of Computer Science at AVS Engineering College, Salem on April 2015.
  4. Presented paper “HCI by FERPS using FACS” and won 1st prize with Best Project award in international conference ICIC2 held at KKIT Coimbatore March 2015.
  5. A Survey of Low cost persistent infusion monitoring system using IoT for smart sanatorium - International Virtual Conference on Applied Science, Technology, Management and Language Studies - ASTMLS-2020, Sona College of Technology - Theme: Internet of Things and Healthcare Application - Paper ID - ASTMLS-2020-CSE.
  6. A Contemporary Survey on Clustering Techniques for Wireless Sensor Networks - International Virtual Conference on Applied Science, Technology, Management and Language Studies.
  7. Presented paper in ICGCCT’24 international conference on “Advancing Agriculture: Deep Learning Solutions for Plant Disease Detection.”
  8. Presented paper in ICGCCT’24 international conference on “Real-Time Stock Insights and Decision Support Using RAG Model.”
  9. Presented paper in ICGCCT’24 international conference on “Fake Review Detection Using Deep Learning.”
  10. Presented paper on “Implementation of Vehicle Counting System in Image Processing” in the first International Conference on Intelligent Engineering Systems – 2IES-14 at Easa College of Engineering & Technology, Coimbatore.
  11. Paper selected on “Survey on Facial Expression Analysis” for International Conference on Innovations in Computing Techniques, organized by Department of Information Technology at PSG College of Technology, Coimbatore, January 2015.
  12. Paper selected on “3D Human Computer Intelligent Interaction by Facial Expression Analysis using FACS” for International Conference TITCON’15, organized by Department of Computer Science at AVS Engineering College, Salem, April 2015.
  13. Presented paper “HCI by FERPS using FACS” and won 1st prize with Best Project Award in International Conference ICIC2 held at KKIT Coimbatore, March 2015.
  14. A Survey of Low Cost Persistent Infusion Monitoring System using IoT for Smart Sanatorium - International Virtual Conference on Applied Science, Technology, Management and Language Studies (ASTMLS-2020), Sona College of Technology, Theme: Internet of Things and Healthcare Application, Paper ID: ASTMLS-2020-CSE.
  15. A Contemporary Survey on Clustering Techniques for Wireless Sensor Networks - International Virtual Conference on Applied Science, Technology, Management and Language Studies (ASTMLS-2020).
  16. Presented paper in ICGCCT’24 International Conference on 'Advancing Agriculture: Deep Learning Solutions for Plant Disease Detection'.
  17. Presented paper in ICGCCT’24 International Conference on 'Real Time Stock Insights and Decision Support using RAG Model'.
  18. Presented paper in ICGCCT’24 International Conference on 'Fake Review Detection Using Deep Learning'.
  19. Presented paper on 'Prevention of Alzheimer Disease by Predicting Oral Issues and Its Impact on Individuals at Early Stage and Indicating Using Grey Wolf Optimization Technique,' International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI-2025), Erode, India.
  20. Presented paper on 'High Dimensionality Reduction and Optimized Mental Health Monitoring Using Diverse Deep Learning Approaches,' IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT-2024), Gwalior, India.

National Conferences

  1. Presented paper on “Apple fruit diseases and improving efficiency using HOG combined with CLBP” at national conference on advanced trends in information and computing sciences ncatics’14 organized by Kumaraguru college of technology.
  2. Presented paper on “Palm vein biometrics in image processing” at national conference on advancements in computing methodologies conducted at Anna University, regional centre, and Coimbatore on March 2014
  3. Presented paper on “Defect detection using image processing” a national conference on “computation, control & communication technologies nc4t-2014” in association with ICTACT & CSI at Kalaignar karunanidhi institute of technology and received BEST PROJECT AWARD.
  4. Attended two days conference on “National cyber safety and security standards summit ’14” at PSG College of technology, Coimbatore
  5. Presented paper on “Apple Fruit Diseases and Improving Efficiency Using HOG Combined with CLBP” at National Conference on Advanced Trends in Information and Computing Sciences (NCATICS-2014), Kumaraguru College of Technology.
  6. Presented paper on “Palm Vein Biometrics in Image Processing” at National Conference on Advancements in Computing Methodologies, Anna University Regional Centre, Coimbatore, March 2014.
  7. Presented paper on “Defect Detection Using Image Processing” at National Conference on Computation, Control & Communication Technologies (NC4T-2014) in association with ICTACT & CSI at Kalaignar Karunanidhi Institute of Technology, received Best Project Award.
  8. Attended two-day conference on “National Cyber Safety and Security Standards Summit ’14” at PSG College of Technology, Coimbatore.

Membership

ISTE

Researcher IDs

Awards and Achievements

  1. Best Project award in international conference ICIC2 held at KKIT Coimbatore March 2015 for the paper on “HCI by FERPS using FACS” got 1st prize in paper presentation.
  2. BEST PERFORMER AWARD in Nov/Dec 2015 Semester End Examination for the subject C programming with 100% results.
  3. BEST PERFORMER AWARD in May/June 2016 Semester End Examination for the subject Artificial Intelligence with 100% results.
  4. NPTEL DISCIPLINE STAR AWARD in June 2024 .
  5. Best Project award in international conference ICIC2 held at KKIT Coimbatore March 2015 for the paper on “HCI by FERPS using FACS” got 1st prize in paper presentation.
  6. BEST PERFORMER AWARD in Nov/Dec 2015 Semester End Examination for the subject C programming with 100% results
  7. BEST PERFORMER AWARD in May/June 2016 Semester End Examination for the subject Artificial Intelligence with 100% results.