Dr. N. Komal Kumar
Qualification : Ph.D. (St. Peter’s Institute of Higher Education and Research)
Designation : Asst. Professor
Details of Educational Qualification:
| Course | Specialization | Group | College Name/University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | CSE | CSE | St. Peter’s Institute of Higher Education and Research | 2023 |
| M.E. | CSE | CSE | T.J.S. Engineering College, Kavaraipettai, Anna University | 2015 |
| B.E. | CSE | CSE | Asan Memorial College of Engineering and Technology, Anna University | 2012 |
List of Publications
| S.No | Title of the Paper | Full Details of Journal Name / Conference Name, Volume number, page number, Date |
|---|---|---|
| 1 | Evaluation of random forest and support vector machine in educational data mining | Under review in Indonesian Journal of Electrical Engineering and Computer Science- Scopus Indexed |
| 2 | “An Ensemble Deep Learning Method for Diabetes Mellitus” | (eds) Emerging Technologies in Data Mining and Information Security. Advances in Intelligent Systems and Computing, vol 1286. Springer, Singapore. DOI: 10.1007/978-981-15-9927-9_8- Scopus Indexed. Click Here |
| 3 | “Malarial Epidemic Resurge in India and its Future Implication” | IEEE- 2020 7th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 193-198, ISBN: 978-1-6654-0521-8, DOI: 10.1109/ICACCS51430.2021.9441918 – Scopus Indexed. Click Here |
| 4 | “Performance Analysis of Classification Methods for Cardio Vascular Disease (CVD)”. | (eds) Advances in Communication and Computational Technology. Lecture Notes in Electrical Engineering, vol 668. Springer, Singapore. Cite Score:0.5, SNIP:0.192, https://doi.org/10.1007/978-981-15-5341-7_93- Scopus Indexed- Click Here |
| 5 | “A Drug Recommendation System for Multi-disease in Health Care Using Machine Learning”. | (eds) Advances in Communication and Computational Technology. Lecture Notes in Electrical Engineering, vol 668. Springer, Singapore. Cite Score:0.5, SNIP:0.192 https://doi.org/10.1007/978-981-15-5341-7_1- Scopus Indexed. Click Here |
| 6 | “A Multi-level Access Technique for Privacy-Preserving Perturbation in Association Rule Mining”. | (eds) Advances in Artificial Intelligence and Data Engineering. Advances in Intelligent Systems and Computing, vol 1133. Springer, Singapore. Cite Score:0.9, SNIP:0.429 https://doi.org/10.1007/978-981-15-3514-7_48- Scopus Indexed. Click Here |
| 7 | “Analysis and Prediction of Cardio Vascular Disease using Machine Learning Classifiers” | IEEE- 2020 6th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 15-21, ISBN: 978-1-7281-5197-7, DOI: 10.1109/ICACCS48705.2020.9074183– Scopus Indexed. Click Here |
| 8 | “An Efficient Dynamic Power Management of Household Energy Consumables” | IEEE- 2020 6th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 11-14, ISBN: 978-1-7281-5197-7, DOI: 10.1109/ICACCS48705.2020.9074432– Scopus Indexed. Click Here |
| 9 | “An Efficient Tracking System for Air and Sound Pollution using IoT” | IEEE- 2020 6th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 22-25, ISBN: 978-1-7281-5197-7, DOI: 10.1109/ICACCS48705.2020.9074301– Scopus Indexed. Click Here |
| 10 | “Crime Deterrent with the Framework of Nasal Entity” | IEEE- 2020 6th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 30-33, ISBN: 978-1-7281-5197-7, DOI: 10.1109/ICACCS48705.2020.9074187 – Scopus Indexed. Click Here |
| 11 | “Conditions of Deadlock Detection in Multithreaded Applications Using Inheritable Systems”. | (eds) Advances in Decision Sciences, Image Processing, Security and Computer Vision. ICETE 2019. Learning and Analytics in Intelligent Systems, vol 3. ch.16, pp. 122-130, Springer, Cham. ISBN: 978-3-030-24322-7, DOI: 10.1007/978-3-030-24322-7_16 – Scopus Indexed. Click Here |
| 12 | “An Effective Moisture Control Based Modern Irrigation System (MIS) with Arduino Nano” | IEEE- 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 70-72, ISBN: 978-1-5386-9533-3/19, DOI: 10.1109/ICACCS.2019.8728446 – Scopus Indexed.Click Here |
| 13 | “Detection and Recognition of Objects in Image Caption Generator System: A Deep Learning Approach” | IEEE- 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS), pp. 107-109, ISBN: 978-1-5386-9533-3/19, DOI: 10.1109/ICACCS.2019.8728516 – Scopus Indexed. Click Here |
| 14 | “Machine Learning Tree Classifiers in Predicting Diabetes Mellitus” | IEEE-2019 5thInternationalConference on Advanced Computing and Communication Systems (ICACCS), pp. 84-87, ISBN: 978-1-5386-9533-3/19 DOI: 10.1109/ICACCS.2019.8728388- Scopus Indexed. Click Here |
| 15 | “An Optimized Random Forest Classifier for Diabetes Mellitus”. | (eds) Emerging Technologies in Data Mining and Information Security. “Advances in Intelligent Systems and Computing, ISSN: 2194-5357”, Vol 813. Springer, Singapore. - Scopus Indexed, CiteScore- 0.45, SNIP-0.338, DOI: 10.1007/978-981-13-1498-8_67, Click here |
| 16 | “Performance Comparison of Privacy Preserving Perturbation algorithms in Association Rule Mining” | Advances in Engineering Research (AER)- Atlantis Press- ISSN: 2352-5401, Volume 142, pp 1-6. DOI:10.2991/pecteam-18.2018.1- Scopus Indexed& CPCI(Web of Science) Click here |
| 17 | “Early Prediction of Gestational Diabetes with Parameter-Tuned K- Nearest Neighbor Classifier”, | Journal of Robotics and Control (JRC)- ISSN: 2715-5072, Vol. 4, Issue. 4, pp. 452-457, Cite Score-5.1 DOI: 10.18196/jrc.v4i4.18412,- Scopus Indexed |
| 18 | “An Empirical Study on Machine Learning Algorithms for Heart Disease Prediction” | IAES International Journal of Artificial Intelligence (IJ-AI)- ISSN: 2252-8938, Vol. 11, No. 3, pp. 1066-1073, DOI: 10.11591/ijai.v11.i3.pp1066-1073, - Scopus Indexed. Click here |
| 19 | “Random forest and support vector machine-based hybrid liver disease detection” | Bulletin of Electrical Engineering and Informatics- ISSN: 2302-9285, Vol. 11, No.3, pp. 1650~1656, DOI: 10.11591/eei.v11i3.3787,- Scopus Indexed Click here |
| 20 | “A hybrid approach to medical decision-making: diagnosis of heart disease with machine-learning model” | International Journal of Electrical and Computer Engineering (IJECE)- ISSN: 2088-8708, Vol.12, No.2, pp. 1831-1838, CiteScore- 3.0, SNIP- 0.833, DOI: 10.11591/ijece.v12i2.pp1831-1838, - Scopus Indexed. Click here |
| 21 | “An Efficient Approach for Malarial Epidemic Prognosis Using Machine Learning Classifiers” | Indian Journal of Computer Science and Engineering (IJCSE), ISSN: 0976-5166, 13(1): 157-169, Cite Score: 0.2, DOI: 10.21817/indjcse/2022/v13i1/221301107, Scopus Indexed. Click Here |
| 22 | “Exploring the performance of feature selection method using breast cancer dataset” | Indonesian Journal of Electrical Engineering and Computer Science, ISSN: 2502-4752, 25(1):232-237, Cite Score: 2.3, SNIP: 0.635, SJR: 0.241, DOI: 10.11591/ijeecs.v25.i1.pp232-237- Scopus Indexed. Click here |
| 23 | “Breast Cancer Prediction Model with Decision Tree and Adaptive Boosting” | IAES International Journal of Artificial Intelligence, ISSN: 2252-8938, 10(1):184-190, Cite Score: 1.7, SNIP: 1.276, DOI: 10.11591/ijai.v10.i1.pp184-190, Scopus Indexed Click Here |
| 24 | “Prediction of Chronic and Infectious Diseases using Machine Learning Classifiers- A systematic Approach” | International Journal of Intelligent Engineering and Systems, ISSN: 2185-310X, 14(4): 11-20, Cite Score: 1.7, SNIP: 0.448, DOI: 10.22266/ijies2020.0831.02, Scopus Indexed Click Here |
| 25 | “Investigating Dengue Outbreak in Tamil Nadu, India” | Indonesian Journal of Electrical Engineering and Computer Science, ISSN: 2502-4752, 18(1):502-507, Cite Score: 1.7, SNIP: 0.649, SJR: 0.238, DOI: 10.11591/ijeecs.v18.i1.pp502-507- Scopus Indexed. Click here |
| 26 | “ISSK- An Integrated Self Service Kiosk for Health Monitoring and Management” | International Journal of Scientific & Technology Research, ISSN: 2277-8616, 8(9): 2388-2392, Cite Score: 0.36- Scopus Indexed. Click here |
| 27 | “Web Based Electronic Wireless Lab Environment (EWL) for Engineering Students using Wi-Fi Architecture” | International Journal of Recent Technology and Engineering (IJRTE), ISSN: 2277-3878, 8(3):6982-6991, Cite Score: 0.09, DOI: 10.35940/ijrte.C6031.098319- Scopus Indexed. Click here |
| 28 | “Hepatitis- Infectious Disease Prediction using Classification Algorithms” | Research Journal of Pharmacy and Technology, ISSN: 0974-360X, 12(8): 3720-3725, Cite Score: 0.38, SNIP: 0.38, DOI: 10.5958/0974-360X.2019.00636.X- Scopus indexed. Click here |
| 29 | “An ensemble multi-model technique for predicting chronic kidney disease” | International Journal of Electrical and Computer Engineering (IJECE)- ISSN: 2088-8708, Vol.9, No.2, pp. 1321-1326, CiteScore- 1.53, SNIP- 1.001, DOI: 10.11591/ijece.v9i2.pp1321-1326, - Scopus Indexed. Click here |
| 30 | “A Privacy-Preserving technique for incremental data set on cloud by synthetic data perturbation” | International Journal of Engineering & Technology, IJET(UAE)- ISSN: 2227-524X, Volume 7, Issue 3.34, pp 331-334. –Scopus Indexed, CiteScore- 0.48, SNIP-0.086, DOI: 10.14419/ijet.v7i3.34.19219, Click here |
| 31 | “Predicting Non-Small Cell Lung Cancer: A Machine Learning Paradigm” | Journal of Computational and Theoretical Nanoscience- ISSN:1546-1955, Volume 15, Issue 6/7, pp. 2055-2058. – Scopus Indexed, CiteScore- 0.23, SNIP-0.247, DOI: 10.1166/jctn.2018.7406, Click here |
| 32 | “A region of interest based spatial domain by non-uniform grid transformation” | International Journal of Innovative Research Explorer (IJIRE)- ISSN NO: 2347-6060, Volume 5, Issue 4, pp. 274-278. DOI:16.10089.IJIRE.2018.V5I4.17.21261- UGC Approved, Impact factor- 5.2.Click here |
| 33 | “Object interest detection using interpolated swirling and attraction flow” | International Journal of Research in Applied Science and Engineering Technology (iJRASET)- ISSN:2321-9653,Volume 6, Issue IV, pp. 2393-2396. DOI:10.22214/ijraset.2018.4407- UGC Approved, SJIF- 7.076.Click here |
| 34 | “MSO – MLP diagnostic approach for detecting DENV serotypes” | International Journal of Pure and Applied Mathematics (IJPAM)- ISSN: 1311-8080, Volume 118, No. 5, pp 1-6.- Scopus Indexed, CiteScore- 0.23, SNIP-0.394.Click here |
| 35 | “Synthetic Data Perturbation Technique for Privacy Preservation in Association Rule Mining” | Journal of Applied Sciences Research (JASR) - ISSN: 1819-544X, Volume 11, pp 55-59.-Anna University Annexure-II. Impact Factor- 0.22. Click here |
| 36 | “A Non-Synthetic Data Perturbation Technique for Privacy Preservation in Association Rule Mining” | International Journal of Applied Engineering Research (IJAER)- ISSN: 0973-4562, Volume 9, Number 24, pp. 24311-24320.- Scopus Indexed, CiteScore- 0.10, SNIP- 0.484.Click here |
Conferences & Workshops attended
- Participated in Two-Days International Conference on "Beauty through Technology and Tradition", on 30th & 31st August 2024, Chennai Trade Centre, Tamil Nadu.