Faculty

Mr.B.Johnson

 bjnds@tce.edu

14

PUBLICATIONS       

23

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.Ed Mathematics Royal College of Education, Madurai 2008
B.Sc Mathematics Yadava College, Madurai 1998
MCA Computer Application Madurai Kamaraj University, Madurai 2001
M.Phil Computer Science Madurai Kamaraj University, Madurai 2019
Ph.D Prediction of Paddy Crop disease using Machine Learning Techniques Thiagarajar College of Engineering, Madurai

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
17-06-2005 to 30-04-2020 15 Assistant Professor, Dept.of MCA Arul Anandar College, Karumathur
13-08-2020 to 06-02-2021 0.4 Assistant Professor, Dept. of Computer Science Madurai Institute of Social Sciences, Madurai
18-02-2021 to 31-07-2022 1.6 Assistant Professor, Dept. of Computer Science Mannar Thirumalai Naicker College, Madurai
16-08-2022 to 13-01-2023 0.3 Assistant Professor, Dept. of MCA K.L.N College of Engineering, Pottapallayam

 Publications

 Journals
  1. Johnson, B., & Chandrakumar, T. (2025). Diagnosis of paddy diseases using pre-trained architectures and a proposed enhanced EfficientNetB3 model. Journal of Agricultural Sciences, 31(2), 558–576. https://doi.org/10.15832/ankutbd.1552013
  2. Johnson, D. B., Chandrakumar, T., & Sakthipriya. (2025). Data-driven insights into the Indian startup ecosystem: Analyzing funding trends, industry preferences, and investment patterns using big data. YMER, 24(1), 713–736.
  3. Johnson, B., & Chandrakumar, T. (2024). Influence of weather parameters on rice blast disease progression in Tamil Nadu, India. Journal of Agrometeorology, 26(3), 362–366. https://doi.org/10.54386/jam.v26i3.2617.
  4. Johnson, B., & Chandrakumar, T. (2023). A comprehensive review of nutrient deficiencies in different growth stages of paddy crop. International Journal of Computing and Digital Systems, 14(1), 10111–10126. https://doi.org/10.12785/ijcds/140186
 Conferences
  1. Johnson, B., Chandrakumar, T., & Sakthipriya, D. (2025, April). Optimizing paddy crop disease classification with MobileNetV2 transfer learning. In 2025 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE) (pp. 1–7). IEEE. https://doi.org/10.1109/AMATHE65477.2025.11081357.
  2. Sakthipriya, D., Chandrakumar, T., & Johnson, B. (2024, November). Machine learning: Driven strategies for enhancing student academic performance. In 2024 International Conference on Intelligent Computing and Emerging Communication Technologies (ICEC) (pp. 1–7). IEEE. https://doi.org/10.1109/ICEC59683.2024.10837265.
  3. Johnson, B., & Chandrakumar, T. (2023, September). Paddy Crop Disease Prediction—A Detailed Review on Image Processing Techniques. In International Conference on Intelligent Computing Systems and Applications (pp. 561-582). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-97-5412-0_39.
  4. Johnson, B., Chandrakumar, T., & Vijayakumar, A. (2024, June). Agricultural advancement: Leveraging EfficientNetB4 for enhanced paddy disease classification. In 2024 IEEE Students Conference on Engineering and Systems (SCES) (pp. 1–6). IEEE. https://doi.org/10.1109/SCES61914.2024.10652384
  5. Sakthipriya, D., Chandrakumar, T., Johnson, B., & Prem, K. J. (2023, January). A survey–soil feature analysis using clustering techniques and predict various crops in Madurai district. In 2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC) (pp. 1–5). IEEE. https://doi.org/10.1109/ICAISC56366.2023.10085317
 Books
  1. Sakthipriya, D., Chandrakumar, T., Johnson, B., Prem Kumar, J. B., & Ajay Karthick, K. (2023). Analysis of preperimetric glaucoma using a deep learning classifier and CNN layer-automated perimetry. https://doi.org/10.1049/PBHE059E_ch14.
  2. Johnson, B. (2024, March 7). Advanced techniques of instruction (T. Chandrakumar, Ed.). Kindle edition.
  3. Johnson, B. (2024, March 8). Educational measurement and evaluation (T. Chandrakumar, Ed.). Kindle edition.
  4. Johnson, B. (2024, March 8). Curriculum pedagogy and assessment (T. Chandrakumar, Ed.). Kindle edition.
  5. Johnson, B. (2024, March 7). Sociology of education (Quick reference) (T. Chandrakumar, Ed.). Kindle edition.

 Seminar, Conference, Workshop Attended

  1. Attended the International Conference on “Statistics and Data Science (SISD 25)” organized by CHRIST (Deemed to be University), Bengaluru., 27-03-2025 to 28-03-2025
  2. Participated in the Two-Day Workshop on “Mathematical Tools for Data Science and Machine Learning” organized by the Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering (TCE), Madurai., 02-12-2024 to 03-12-2024
  3. Participated in the Two-Day Online Workshop on “Interactive and Gamified Learning” organized by the Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering (TCE), Madurai., 22-11-2024 to 23-11-2024
  4. Participated in the National Research Workshop on “Data Analytics Using Python” organized by the Department of Computer Science, SLS MAVMM Ariya Vaisyar College, Madurai., 15-11-2024 to 15-11-2024
  5. Attended the 2024 IEEE Students Conference on Engineering and Systems (SCES) organized by the Department of Electrical Engineering, Motilal Nehru National Institute of Technology (MNNIT), Allahabad., 21-06-2024 to 23-06-2024
  6. Participated in the One-Week Online Faculty Development Programme (FDP) on “Demystifying Large Language Models with Responsible AI” organized by the Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering (TCE), Madurai., 19-03-2024 to 23-03-2024
  7. Attended the International Conference on “Emerging Frontiers in Nonlinear Complex Systems, Computational Intelligence and their Applications (ICNCS-2024)” organized by the Department of Mathematics, School of Advanced Sciences (SAS), Vellore Institute of Technology (VIT), Chennai., 07-02-2024 to 09-02-2024
  8. Attended the One-Day Seminar on “FINTECH FUSION: Finance Meets Technology” organized by the Department of CSBS, Thiagarajar College of Engineering (TCE), Madurai., 01-11-2023 to 01-11-2023
  9. Attended the International Conference on “Intelligent Computing Systems and Applications” organized by the National Institute of Technology (NIT), Silchar., 22-09-2023 to 23-09-2023
  10. Attended the IEEE Training Programme on “IEEE Xplore” organized by Thiagarajar College of Engineering, Madurai., 01-08-2023 to 01-08-2023
  11. Participated in the DRDO Workshop on “Big Data Analytics and Cyber Security Solutions” organized by the Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering (TCE), Madurai., 27-03-2023 to 28-03-2023
  12. Participated in the Faculty Development Programme (FDP) on “Research Ethics” organized by the Central Library, Vivekananda College, Tiruvedakam West, Madurai., 29-03-2021 to 30-03-2021
  13. Attended the International Webinar on “Recent Advancements in Machine Learning” organized by Arul Anandar College, Karumathur., 18-03-2021 to 19-03-2021
  14. Attended the Orientation Programme on “Successful Start-up Founder” organized by the Department of CSBS and Institution’s Innovation Council (IIC), Sethu Institute of Technology., 11-03-2021 to 11-03-2021
  15. Participated in the AICTE–ISTE Faculty Development Programme (FDP) on “An Effective Pedagogy Practice” organized by the Department of Computer Science and Engineering, K.L.N. College of Engineering., 03-03-2021 to 09-03-2021
  16. Attended the Conference on “Social Media: Authentication & Transformation” organized by the Departments of RDS and Computer Science, Arul Anandar College, Karumathur., 01-02-2019 to 02-02-2019
  17. Attended the National Conference on “Future Research in Computer Science & Information Technology” organized by the Department of MCA, Arul Anandar College, Karumathur., 21-02-2017 to 22-02-2017
  18. Participated in the National Colloquium for IQAC Coordinators on “Best Practices” organized by the Internal Quality Assurance Cell (IQAC), Arul Anandar College, Karumathur., 21-07-2012 to 21-07-2012
  19. Attended the National Conference on “Emerging Trends in Software Technologies” organized by the Department of MCA, Arul Anandar College, Karumathur., 10-03-2011 to 11-03-2011
  20. Attended the Awareness Program on “E-Content Development for College Teachers” organized by the Centre for Educational Research, Madurai Kamaraj University (MKU)., 27-09-2010 to 28-09-2010
  21. Attended the UGC–TNSCST sponsored Conference on “Data Mining and its Applications” organized by the Department of MCA, Arul Anandar College, Karumathur., 09-12-2009 to 10-12-2009
  22. Participated in the Faculty Development Programme (FDP) on “Middleware Technologies” organized by the Department of Computer Applications, K.L.N. College of Information Technology., 22-01-2009 to 24-01-2009
  23. Attended the UGC-sponsored Conference on “Mobile Computing & Data Mining” organized by the Department of Computer Science, E.M.G. Yadava College, Madurai., 22-12-2005 to 23-12-2005

 Seminar, Conference, Workshop Organised

  1. Organized and facilitated the “IT Skills Courses Training” for the students of Mannar Thirumalai Naicker College, offered by the Spoken Tutorial Project, IIT Bombay., 03-01-2022 to 03-06-2022
  2. Organized the National Conference on “Innovative Computing Technologies” conducted by the Departments of Computer Science and MCA, Arul Anandar College, Karumathur., 21-02-2018 to 21-02-2018
  3. Organized the National Level Seminar on “Advanced Computing Technologies” conducted by the Department of MCA, Arul Anandar College, Karumathur., 23-09-2011 to 23-09-2011
  4. Organized the Workshop on “Software Testing – TWIST” conducted by the Department of MCA, Arul Anandar College, Karumathur., 12-03-2010 to 12-03-2010
  5. Organized the “Digital Dazzling” Intercollegiate Meet conducted by the Department of MCA, Arul Anandar College, Karumathur., 12-09-2008 to 12-09-2008

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
Awareness Program on “General Aptitude" K.L.N College of Engineering, Pottapalayam 10-09-2022 to 10-09-2022
Pathway for Software Project Development Ayya Nadar Janaki Ammal College,Sivakasi 19-03-2022 to 19-03-2022
Entrepreneur Training Program for Rural Girls(DTP-Photoshop) Arul Anandar College, Karumathur 13-03-2017 to 13-03-2017

  Awards and Honours

  1. Agriculture Robot for Monitoring and Spraying Pesticides. Design No: 461061-001, Class: 15-03. Designers: Dr. T. Chandrakumar, Mr. B. Johnson, Mr. R. Rajkumar, and Ms. S. Srimathy, Thiagarajar College of Engineering, Madurai – 625015, Tamil Nadu, India., Indian Design Office (Controller General of Patents, Designs and Trade Marks, Government of India)
  2. Device for Analyzing Plant Extracts to Detect Plant Diseases. Design No: 461062-001, Class: 15-03. Designers: Mr. B. Johnson, Dr. T. Chandrakumar, Mrs. D. Sakthipriya, and Mr. R. Rajkumar, Department of Applied Mathematics and Computational Science, Thiagarajar College of Engineering, Madurai – 625015, Tamil Nadu, India., Indian Design Office (Controller General of Patents, Designs and Trade Marks, Government of India)

 Membership

NAME OF SOCIETY DETAILS PERIOD
IAENG International Association of Engineers Holding the membership, was officially recognized as a member of IAENG on 16 November 2023