Dr. N. Komal Kumar

Qualification : Ph.D. (St. Peter’s Institute of Higher Education and Research)

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