Faculty Profile

About

After having obtained my B. E. from NMAMIT, Nitte, Mangalore University, M.Tech from Manipal Institute of Technology , VTU and Ph. D. from VTU , with an experience of 29 years in the field of teaching, am now a zealous and whole hearted teacher by nature with the designation of Professor in the department of Computer Science and Engineering. My Ph. D. thesis entitled “Artificial Intelligence based Face Recognition ”is based on claiming the identity of an individual irrespective of aging. I have published sixteen Journal papers, three book chapters and seventeen International conference papers. My research interests are in the field of Artificial Intelligence and Computer Vision.

Education

• Ph.D. - Computer Science
  B.M.S. College of Engineering/Visvesvaraya Technological University
  Passed Year: 2017 | Program Type: PartTime
• M. Tech - Computer Science and Engineering
  Manipal Institute of Technology/Visvesvaraya Technological University
  Passed Year: 2001 | Program Type: FullTime
• B.E. - Electronics and Communication Engineering
  Mangalore University
  Passed Year: 1993 | Program Type: FullTime

Selected Publications

• Journal | Published On : 21-05-2026
  AD Radhika, Jyothi S Nayak, Ibrahim Iftekhar Khan, Jigar D Patel, Palle Padmavathi, Shikha Singh
  Deep learning-based human suspicious activity detection system for defense surveillance, African Journal of Science, Technology, Innovation and Development, Volume18,Issue3,Pages 331-345 (2026)
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• Journal | Published On : 27-04-2026
  Durga Devi Sathi, Jyothi S Nayak
  A Dual-path hybrid framework for bias detection in social media using statistical and contextual embeddings, Journal of Data, Information and Management, Volume 8, pages 47–69 (2026)
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• Journal | Published On : 13-02-2026
  VA Sheetal, Jyothi S Nayak
  Wearable Health IoT Devices: A Vision on Compliance, Security and Feature Directions, International Journal of Safety & Security Engineering Volume 16, Issue 2 (2026): 307-326
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• Journal | Published On : 01-02-2026
  Shraddha Khanapur, Jyothi S Nayak, BS Rajeshwari, M Namratha, Chirag B Bharadwaj, Raghav Bhardwaj
  SHAP-Based Explainability for Local and Global Insights in Alzheimer's Detection, Engineering, Technology & Applied Science Research, Volume 16, Issue 1,pp- 30940-30947
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• Conference | Published On : 11-07-2025
  Sheetal V A; Jyothi S Nayak
  A security framework: Sensitive data from wearable devices in Health Care, 2nd International Conference on New Frontiers in Communication, Automation, Management and Security (ICCAMS), Banalgore, India held on July 11-12 2025
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• Book Chapter or Books | Published On : 31-03-2025
  M Namratha, BS Rajeshwari, Jyothi S Nayak
  Deep Learning Techniques for Detection of Fake News in Social Media with Huge Data, Next?Generation Systems and Secure Computing, 2025,(eds S. Barman, S. Koley and S. Joardar). https://doi.org/10.1002/9781394228522.ch16 pages 325-345,Publisher: John Wiley & Sons, Inc.
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• Journal | Published On : 28-11-2024
  Jyothi S. Nayak and G. Mamatha
  A Novel Design and Implementation of Fertilizer Recommendation System Based on Hybrid Machine Learning Models, SSRG International Journal of Electrical and Electronics Engineering, vol. 11, no. 11, pp. 448-460, 2024
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• Book Chapter or Books | Published On : 25-11-2024
  Jyothi S. Nayak and G. Mamatha
  Enhancing Crop Productivity by Suitable Crop Prediction Using Cutting-Edge Technologies, Sustainable Farming through Machine Learning: Enhancing Productivity and Efficiency (1st ed.). CRC Press.,2024
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• Conference | Published On : 07-11-2024
  DS Shreevatsa, Jyothi S Nayak
  Machine Learning based Classification and Recognition of Melakarta Ragas using Melakarta Chakra Analysis, IEEE 8th International Conference on Computational System and Information Technology for Sustainable Solutions (CSITSS), RV College of Engineering, 07-09 November 2024.
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• Conference | Published On : 07-11-2024
  Radhika, A. D., and Jyothi S. Nayak
  Performance Analysis of CNN Algorithm for Video Sequence in Human Activity, International Conference on Data Science, Computation and Security (IDSCS-24) Organized by the CHRIST (Deemed to be University), India, in technical association with The Tejas Scientific Researcher Foundation, India from November 07-09, 2024
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• Conference | Published On : 29-10-2024
  Shraddha Khanapur , Chirag B Bharadwaj, Raghav Bhardwaj, Jyothi S Nayak
  An Approach for XAI Visualizations for Explainability of Alzheimer’s Detection,2024 2nd International Conference on Networking, Embedded and Wireless Systems (ICNEWS),organized by the B.M.S. college of Engineering, Bangalore.
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• Conference | Published On : 29-10-2024
  Jyothi S Nayak, Kotturu Amarnath, M Udaya Raj, Pranav Kaushik, Om Bhandankar
  Virtual Posture Assistant - Body Posture Assistant using Machine Learning Models and Ergonomics,2024 2nd International Conference on Networking, Embedded and Wireless Systems (ICNEWS),organized by the B.M.S. college of Engineering, Bangalore
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• Book Chapter or Books | Published On : 24-10-2024
  B S Rajeshwari, Jyothi S Nayak, M. Namratha
  Impact on Fake News in Social Media and Current Technology in Detection of Fake News, Text and Social Media Analytics for Fake News and Hate Speech Detection,1st Edition ,Publisher: Taylor and Francis ,eBook ISBN9781003409519
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• Conference | Published On : 15-05-2024
  Monisha G B and Jyothi S Nayak
  Detection of Online Fake Review Using Deep Learning, Smart Trends in Computing and Communications. SmartCom 2024 . Lecture Notes in Networks and Systems, vol 948. Springer, Singapore. https://doi.org/10.1007/978-981-97-1329-5_13
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• Conference | Published On : 14-05-2024
  Jyothi S Nayak, Afifah Khan Mohammed Ajmal Khan, Chirag Manjeshwa, Imadh Ajaz Banday
  Vision Encoder-Decoder Models for AI Coaching, 2023 IEEE Engineering Informatics, Melbourne, Australia, 2023, pp. 1-6, doi: 10.1109/IEEECONF58110.2023.10520601.
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• Journal | Published On : 10-05-2024
  Jayanti Lahoti, Jathin Sn, M. Vamshi Krishna, Mallika Prasad, Rajeshwari BS, Namratha Mysore, Jyothi S. Nayak
  Multi-class waste segregation using computer vision and robotic arm, PeerJ Computer Science 10:e1957 https://doi.org/10.7717/peerj-cs.1957
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• Journal | Published On : 01-02-2024
  Jyothi S Nayak ,Rajeshwari B S, Namratha M
  Impact of the Course Problem Solving and Cracking Placement Interview Questions on Undergraduate Students, Volume 17,Issue 2,Pages 68-75,Goya Journal -ISSSN: 0017-2715, DOI:12.163022.Gj.2024.v17.02.007
• Book Chapter or Books | Published On : 01-12-2023
  B. S. Rajeshwari, M. Namratha, Jyothi S. Nayak
  Issues, Current Challenges, and Research Directions in Designing a Smart, Explainable AI-Based Healthcare Systems,: Handbook of Research on Network-Enabled IoT Applications for Smart City Services, IGI Global Publishing, DOI: 10.4018/979-8-3693-0744-1.ch003
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• Conference | Published On : 29-11-2022
  Akshay Mittur, R Kenish, Krishnaprasad Vijayshankar, Abhiram Gottumukkala, Jyothi S Nayak
  MultiStrategy Algorithmic Trader, Proceedings of the First International Conference on Human-Centric Smart Computing (ICHCSC 2022), organized by the University of Engineering and Management, Jaipur, India,Smart Innovation, Systems and Technologies, vol 316. Springer, Singapore. https://doi.org/10.1007/978-981-19-5403-0_32
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• Conference | Published On : 15-03-2022
  DK Arun, HK Sumukh Subramanya, Tanmay Goel, N Tanush, Jyothi S Nayak
  Video-Based Elderly Fall Detection Using Convolutional Neural Networks, Proceedings of Third International Conference on Intelligent Computing, Information and Control Systems. Advances in Intelligent Systems and Computing, vol 1415. Springer, Singapore.
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• Conference | Published On : 13-03-2022
  V Tejashwini, Shubha Suresh Patil, Shweta S Mali, MS Salina, Jyothi S Nayak
  Convolutional Neural Network-Based Tomato Plant Leaf Disease Detection, Innovations in Electronics and Communication Engineering. Lecture Notes in Networks and Systems, vol 355. Springer, Singapore.
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• Conference | Published On : 27-08-2021
  Preeti M Handiwadi, Jyothi S Nayak
  Efficient and secure data storage system on the cloud using blockchain,2021 International Conference on Recent Trends on Electronics, Information, Communication & Technology (RTEICT).
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• Journal | Published On : 31-03-2021
  RV Anirudh, Brundha Rajendra Babu, Eleanor Prashamshini, P Myna, Jyothi S Nayak
  Smart Surveillance Tool, Solid State Technology, pp: 899-906. Vol.3 No.2 2020
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• Journal | Published On : 14-01-2021
  Jyothi S Nayak, M Indiramma
  An Approach to Enhance Age Invariant Face Recognition Performance Based on Gender Classification , Elsevier Journal of King Saud University -Computer and Information Sciences, 14th January 2021.
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• Conference | Published On : 12-01-2021
  Jyothi S. Nayak,Abhilash Sachin Kulkarni,Aditi DesaiJahnavi Singh and Shraddha Murali
  Deep Semantic Segmentation for Self-driving Cars, Advances in Signal and Data Processing. Lecture Notes in Electrical Engineering, vol 703. Springer, Singapore. https://doi.org/10.1007/978-981-15-8391-9_1
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• Conference | Published On : 28-08-2020
  Myna, P., R. V. Anirudh, Brundha Rajendra Babu, Eleanor Prashamshini, and Jyothi S. Nayak
  Annotation for Object Detection,Innovations in Computer Science and Engineering: Proceedings of 8th 8th International Conference on Innovations in Computer Science & Engineering (ICICSE 2020), held at Guru Nanak Institutions, Hyderabad, India, on 28–29 August 2020, Publisher :Springer Nature
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• Conference | Published On : 17-10-2019
  TD Manjunath, S Samarth, Nesar Prafulla, Jyothi S Nayak
  "Hopfield Network Based Approximation Engine for NP Complete Problems",International Conference on Innovative Data Communication Technologies and Application,17-10-2019,Pages 319-331,Publisher: Springer, Cham.
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• Book Chapter or Books | Published On : 27-09-2019
  S Darshan, Jyothi S Nayak
  "Patient Nurse Communication with Vital Sign Monitoring and Alert", Emerging Trends in Electrical, Communications, and Information Technologies Pages 3-11,2020,Publisher :Springer, Singapore.
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• Journal | Published On : 02-07-2018
  Jyothi S. Nayak M. Namratha , G. S. Rekha , Syed Akram , S. Selva Kumar
  "Active Learning Approach for Python Programming",Journal of Engineering Education Transformations,Volume 32,Issue 1,Pages 15-19,July 2018,Publisher: Indo US Collaboration for Engineering Education (IUCEE).
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• Journal | Published On : 31-12-2017
  Aashni Haria, Archanasri Subramanian, Nivedhitha Asokkumar, Shristi Poddar, Jyothi S Nayak
  "Hand gesture recognition for human computer interaction", Procedia Computer Science,Volume 115,Pages 367-374,December 2017,Publisher: Elsevier.
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• Conference | Published On : 18-12-2012
  Jyothi S Nayak, M Indiramma, N Nagarathna
  "Modeling self-Principal Component Analysis for age invariant face recognition",2012 IEEE International Conference on Computational Intelligence and Computing Research,18th December 2012 ,Pages 1-5,Publisher :IEEE.
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• Conference | Published On : 13-12-2012
  Jyothi S Nayak, M Indiramma
  "Efficient face recognition with compensation for aging variations",IEEE Fourth International Conference on Advanced Computing (ICoAC), 13th December 2012,Pages 1-5,Publisher:IEEE.
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Other Information

Reviwer for Springer Journal “Artificial Intelligence Review”.
Reviwer for Springer Journal “Multimedia Systems”
Reviwer for IEEE Transactions on “Human-Machine Systems”

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