Publications

• M.Arunkrishna , B. Mukunthan , “Evolutionary Traits In Digital Spam: History ,Types, Techniques and Anti Spam Solutions”International Journal of Advanced Science and Technology Vol. 29, No. 3s, (2020), pp. 825-834.
• M.Arunkrishna , B. Mukunthan , “Review on Classification of Anti-Spam Solutions : Approaches, Algorithms Demystified” Studies in Indian Place Names (UGC Care Journal) ISSN: 2394-3114 Vol-40-Issue-60-March -2020.
• M. Arunkrishna, B. Mukunthan, “A Machine Learning Method for Spam Detection in Twitter using Naive Bayes and ERF Algorithms”,International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-6, April 2020.
• M. Arunkrishna, B. Mukunthan, “A Multi-Classifier Approach For Twitter Spam Detection Using Innovative ANN-FDT Algorithm”Indian Journal of Computer Science and Engineering (IJCSE),Vol. 11 No. 5 Sep-Oct 2020.
• M.Arunkrishna , B.Mukunthan “Detecting Misleading Information on COVID-19 : A Machine Learning Perspective”,Turkish Journal of Computer and Mathematics Education,Vol.12 No.3(2021), 4918-4926.
• B.Mukunthan, M.Arunkrishna,“Detection of Malicious Data in Twitter Using Machine Learning Approaches”Turkish Journal of Computer and Mathematics Education,Vol.12 No.3(2021), 4951-4958.
• B.Mukunthan, M.Arunkrishna, “Spam Detection and Spammer Behaviour Analysis in Twitter Using Content Based Filtering Approach”Journal of Physics: Conference Series,ICCIEA 2020, 1817 (2021) 012014 , doi:10.1088/1742-6596/1817/1/012014.
• M. Arunkrishna, “Efficient Spam Detection on X (formerly Twitter) : A Hybrid Artificial Neural Network and Fuzzy Decision Tree Approach,” Tuijin Jishu/Journal of Propulsion Technology, vol. 45, no. 03, pp. 3837–3847, 2024, doi: https://doi.org/10.52783/tjjpt.v45.i03.7864.
• B.Mukunthan, M.Arunkrishna,“Applicability of Machine Learning in Spam Detection Systems”,Annals of R.S.C.B., ISSN:1583-6258, Vol. 25, Issue 4, 2021.

International and National Conferences:

• M.Arunkrishna “Human Expression Database-a Survey”  at DRDO Sponsored 2nd IEEE International Conference on Innovations in Information, Embedded and Communications Systems at Karpagam College of Engineering on 19th and 20th March , 2015.
• M.Arunkrishna “SVM Based Image classification For Expression Identification” at 2nd International Conference on Interdisciplinary Engineering and Sustainable Management Sciences at Vickram College of Engineering on 10th and 11th April , 2015.
• M.Arunkrishna “A TDS SYSTEM: A Twitter Spam Detection System”, One Day International Conference at Annai Women’s College, Karur on 20th February 2020.
• B. Subhashini, J. Irudayasamy, S. S, S. Parween, K. Rani Burgula and M. Arunkrishna, "Fuzzy–Deep Learning Framework for Assessing and Enhancing Social-Emotional and Critical Reading Skills in EFL Learners," 2025 IEEE 2nd International Conference for Women in Computing (InCoWoCo), India, 2025 (Scopus Indexed) 

Book Chapters Published

• M. Arunkrishna, & B. Senthilkumaran. (2025). A Hybrid Approach for Efficient Spam Detection on X (Formerly Twitter): Leveraging Artificial Neural Networks and Fuzzy Decision Trees. Science and Technology: Developments and Applications Vol. 9, 1–18.
• M. Arunkrishna, B. Mukunthan, & B. Senthilkumaran. (2025). A Comparative Study of Naive Bayes and Enhanced Random Forest Algorithms in Spam Detection. Science and Technology: Developments and Applications Vol. 3, 69–87.
• M. Arunkrishna , "Efficient Synergetic Filtering in Big Dataset Using Deep Neural Network Technique" published in Advanced Aspects of Engineering Research, Vol. 11 (2021).

Received the Best Research Paper Award for the paper "Detecting Misleading Information on COVID-19: A Machine Learning Perspective" at the International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR 2021), A.P.C. Mahalaxmi College for Women, Thoothukudi, Tamil Nadu, 8–9 April 2021.

Workshop

• Participated in the Data Science and Machine Learning Workshop, organized at Shastra 2021, IIT Madras, 2021

Conference Presentations

• Presented the research paper "Applicability of Machine Learning in Spam Detection Systems" at the International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR 2021), A.P.C. Mahalaxmi College for Women, Thoothukudi, Tamil Nadu, 8–9 April 2021.
• Presented the research paper "Detection of Malicious Data in Twitter Using Machine Learning Approaches" at the International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR 2021), A.P.C. Mahalaxmi College for Women, Thoothukudi, Tamil Nadu, 8–9 April 2021
• Presented the research paper "Detecting Misleading Information on COVID-19: A Machine Learning Perspective" at the International Conference on Recent Trends in Multi-Disciplinary Research (ICRTMDR 2021), A.P.C. Mahalaxmi College for Women, Thoothukudi, Tamil Nadu, 8–9 April 2021.

Webinar

• Participated in the webinar "Machine Learning", organized by Sri Amaraavathi College of Arts and Science, Karur, 26 May.

• Working as an Assistant Professor in the Department of Computer Science, Faculty of Science and Humanities, SRM Institute of Science and Technology, Tiruchirappalli Campus, Tamil Nadu from 15th June 2026 – Till date
• Worked as an Assistant Professor in the Department of Computer Science, Valluvar College of Science and Management,Karur,Tamilnadu from June 2015 - April 2017.

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