1.

International Journal published on ‘Multi-channeled MR brain image segmentation: A novel double optimization approach combined with clustering technique for tumor identification and tissue segmentation’, Biocybernetics and Biomedical Engineering, 39 (2), 2019, pp. 350 – 381. (Elsevier journal of impact factor: 1.374)

2.

International Journal published on ‘Development of a Combinational Framework to Concurrently Perform Tissue Segmentation and Tumor Identification in T1-W, T2-W, FLAIR and MPR Type magnetic resonance brain images’, Expert Systems with Applications, 95, 2018, pp. 280 – 311. (Elsevier journal of impact factor: 3.928)

3.

International Journal published on ‘An automated hybrid approach using clustering and nature inspired optimization technique for improved tumor and tissue segmentation in magnetic resonance brain images’, Applied Soft Computing, 57, 2017, pp. 399 – 426. (Elsevier journal of impact factor: 3.541)

4.

International Journal published on ‘Tumor detection in T1, T2, FLAIR and MPR brain images using a combination of optimization and fuzzy clustering improved by seed‐based region growing algorithm’, International Journal of Imaging Systems and Technology, 27 (1), 2017, pp. 33 – 45. (Wiley-Blackwell of impact factor: 1.139)

5.

International Journal published on ‘An Unsupervised learning method with a clustering approach for tumor identification and tissue segmentation in magnetic resonance brain images’, Applied Soft Computing, 38, 2016, pp. 190 – 212. (Elsevier journal of impact factor: 3.541)

6.

International Conference published on ‘Parameterization of BFO Algorithm for the Improved Functionality of MFKM Technique for Better Pathological Identification in Brain MR Image’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278-3075, 9 (2S2), December 2019, pp. 956– 961. (Scopus indexed)

7.

International Conferencepublished on ‘Amalgamation of Clustering and Meta-heuristic Optimization Techniques for Automated MR Brain Analysis’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278-3075, 9 (2S2), December 2019, pp. 642– 647. (Scopus indexed)

8.

International Conference published on ‘An Automated Map Process Based Improved Fuzzy C-Means Algorithm for Pathological Detection in MR Image’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278-3075, 9 (2S2), December 2019, pp. 937– 941. (Scopus indexed)

9.

International Conference published on ‘Examining the Pathological Portions in MR Brain Slices using Automated Map and Improved Fuzzy K-Means Clustering’, International Journal of Innovative Technology and Exploring Engineering, ISSN: 2278-3075, 9 (2S2), December 2019, pp. 942– 946. (Scopus indexed)

10.

International Conference published on ‘A complete automated algorithm with a fusion of optimization and clustering techniques for tumor identification in multimodal MR brain images’, International Conference on Advances in Applied Engineering and Technology – 2015 (ICAAET – 2015), Syed Ammal Engineering College, Ramanathapuram, Tamilnadu, India on May 14 – 16, 2015 and published in International Journal of Applied Engineering Research (IJAER), ISSN: 0973-4562, 10 (55), 2015, pp. 2545-2549. (Scopus Indexed)

11.

International Conference proceedings on ‘Magnetic Resonance Brain Image Segmentation: A Survey’, In: Proceedings of IEEE sponsored International Conference on Engineering and Technology (ICET 2016), Coimbatore, Tamil Nadu, India, 6, 2016, pp. 57 – 65, ISBN: 978-1-5090-3212-9.

12.

International Conference proceedings on ‘An efficient FCM algorithm for tumor segmentation and identification in MR brain images’, In: Proceedings of 2^nd International Conference on Design and Applications of Structures, Drives, Communicational and Computing Systems (ICDASDC – 2013), K. L. N. College of Information Technology, Tamil Nadu, India, 2013, ISBN: 978-93-80686-92-9.

13.

National Conference proceedings on ‘Fully Automated Algorithm with a Combination of Optimization and Clustering Techniques for Tumor Identification in Magnetic Resonance Brain Images’, In: Proceedings of 3^rd National conference on Frontiers in Applied Sciences and Computer Technology (FACT’15), NIT Tiruchirappalli, Tamil Nadu, India, 3, 2015, pp. 103 – 110.

14.

Participated in TEQIP III sponsored five days Faculty Development Program on “Machine Learning and R Tool” organized by the Department of Mathematics, Thiagarajar College of Engineering, Madurai, held during September 05^th – 09^th, 2018.

15.

Participated in one-week Faculty Development Program on “Machine learning and IoT” organized by the Department of Electronics and communication Engineering, Kalasalingam Academy of Research and Education and Technical support by krish Tec, Coimbatore. held during July 02^nd – 07^th, 2018.

16.

Attended two days workshop on “Implementation of Machine Learning Algorithms using MATLAB” organized by IEEE Student Branch, Kalasalingam Academy of Research and Education, held during February 10^th – 11^th, 2017.

17.

Attended a Workshop organized by KLU–NI Technology Innovation Centre of Kalasalingam Academy of Research and Education on “LabVIEW for Graphical System Design” from March 2^nd – 8^th, 2016.

18.

Participated in National Workshop organized by the Department of Information Technology of Kalasalingam Academy of Research and Education on “Research Methodology” from February 9^th and 10^th, 2016.

19.

Participated in a two-day Faculty Development Program on, “Wavelet and Sparse Signal    Processing” at KLNCIT held during February 27^th and 28^th, 2014.

20.

Participated in training courses hoisted by Dr. Mahesh Anand, Scientific Computing Solutions, Madurai on “Basics of Digital Image Processing” and “Artificial Neural Network, Fuzzy Logic and Optimization Techniques in Pattern Recognition and Machine Learning Applications” held during April 11^th – 12^th, 2016 and June 11^th – 12^th, 2016.

21.

Participated short term course in “DSP & its Application” at IIT MADRAS from August 10^th – September 17^th, 2005.

22.

Completed 3 online NPTEL certification courses on ‘Digital image processing’, Medical image analysis’ and Machine learning.

23.

Completed online course in IIRS (Indian Institute of Remote Sensing) on “Remote Sensing and Digital Image Analysis” conducted by Kalasalingam Academy of Research and Education from August 21^st, 2017 to September 15^th, 2017.

24.

Organized and conducted guest lectures on “Constitution of India”  at department of electronics engineering, MIT campus, Anna University on 29th April and 6th May, 2021.

25.

Participated in a six-day online Faculty Development Training Program on, “Problem solving and Python programming” conducted by computer center, MIT campus, Anna University held during 17th – 22nd May, 2021.

26.

Participated in a two-week online Faculty Development Program on, “Speech, audio and image processing using deep learning techniques:  Research issues, innovation and applications” organized by University College of Engineering, Ramanathapuram - 623 513, Tamilnadu in association with E & ICT Academy, NIT Warangal held during 7th  - 17th June 2021.

27.

Participated in a two-week online Faculty Development Program on, “Continuing Professional Development: Practising, Researching and Publishing” conducted by department of humanities & social sciences, NIT Tiruchirappalli held during 12th – 23rd July 2021.

28.

Participated in webinar on “Design and Simulation of Microstrip Antenna with RF Components and connectors using Pathwave ADS” Conducted by Department of ECE, Dr. Mahalingam College of Engineering and Technology, Pollachi on 16th June 2021.

29.

Participated in webinar on “Smart Antennas for 5G and beyond Communications” conducted by department of ECE, Dr. Mahalingam College of Engineering and Technology, Pollachi on 2nd July 2021.