Dr.Rakesh Kumar M

Dr.Rakesh Kumar M.

Other Details

Courses

• Neural Networks and Machine Learning, Protocol and Architecture for Wireless Sensor Network, Machine learning Techniques, Network and Information Security, Embedded and Real-Time Systems, Database Management systems, Problem Solving and Python Programming

Research Interests

• Medical Image Analysis, Bio signal processing, Machine Learning, Deep Learning, Federated Learning, Medical Cyber Physical System, Health Informatics

Selected Publications

• With Mary Judith. A, and Baghavathi Priya. S, “Artifact Removal from EEG Signals Using Regenerative Multi-Dimensional Singular Value Decomposition and Independent Component Analysis.” Biomedical Signal Processing and Control. Vol.74, 103452,1746-8094, https://doi.org/10.1016/j.bspc.2021 . 2022. Q2 Journal- Impact factor: 3.88. SCIE
• With Navod N.T, G.Muneeswari, V.Parthasarathy, Fawaz Alassery, Habib Hamam, and Muhammad Shafiq, “Federated Learning for Privacy-Preserved Medical Internet of Things”, Intelligent Automation & Soft Computing, http://dx.doi.org/10.32604/iasc.2022.023763. 2022. Q3 Journal Impact Factor 1.647, SCIE
• With Parthasarathy V., Santhosh Rajendran, Salman Naseer, Muhammad Shafiq, and Jin-Ghoo Choi, “Unmanned Aerial Vehicles (UAV) in Precision Agriculture: Applications and Challenges”, Energies, 2022; 15(1):217. https://doi.org/10.3390/en15010217. 2022. Q2 Journal Impact factor: 3.004. SCIE
• With Sivasaravanababu.S, Prabhu.V, Parthasarathy.V, “An Efficient Epileptic Seizure Detection Based on Tunable Q-Wavelet Transform and DCVAE-Stacked Bi-LSTM Model using Electroencephalogram”, The European Physical Journal Special Topics, https://doi.org/10.1140/epjs/s11734-021-00380-x , 2021, Q2 Journal Impact Factor- 2.707. SCIE 
• With M.Elhoseny; N.N.Thilakarathne; M.Ibrahim Alghamdi; A.Abid Gardezi; H.Weerasinghe; A.Welhenge,"Security and Privacy Issues in Medical Internet of Things: Overview, Countermeasures, Challenges and Future Directions", Sustainability, 13(21), 11645; https://doi.org/10.3390/su132111645. 2021. Q1 Journal-Impact factor- 3.251. SCIE
• With Prabhu., Parthasarathy.V., Usharani. T., Mary Judith. A., & Jagadeesan. S., “An energy-efficient centralized dynamic time scheduling for internet of healthcare things", Measurement, 186, 110230. https://doi.org/10.1016/j.measurement.2021.110230. 2021. Q1 Journal-Impact Factor- 3.92. SCIE.
• With Kun Gao, Prathik Anandhan,"Analysis and evaluation of the regional air quality index forecasting based on web-text sentiment analysis method", Environmental Impact Assessment Review, Vol.87, ISSN 0195-9255, 2021, https://doi.org/10.1016/j.eiar.2020.106514, 2021. Q1 Journal Impact Factor: 4.549. SCIE
• With Suning Gong, and Kumutha,D., "Design of Lighting Intelligent Control System Based on OpenCV Image Processing Technology", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 29,119- 139, https://doi.org/10.1142/S0218488521400079  2021.      Q3 Journal Impact Factor:1.518. SCIE
• With A.Daniel, S.Karthik, B.A.Muthu, N.Rajkumar, S.Kadry,  Sanjeevi Pandian, “Procuring Cooperative Intelligence in Autonomous Vehicles for Object Detection through Data Fusion Approach”, IET Intelligent Transport Systems, 10.1049/iet-its.2019.0784, Print ISSN 1751-956X, Online ISSN 1751-9578 2020,Q1 Journal Impact Factor:2.480. SCIE.
• With Xie, Haiming; Zhou, Jing; Zhang, Peifen; Xi'an Quan Feng Zhi, Parthasarathy. R, “Internet of Underground Things (IOUT) Assisted Performance Evaluation for Underbalanced Drilling Telemetry Systems”, Transactions on Emerging Telecommunications Technologies, Q2 Journal-Impact factor: 2.638. 2020. SCIE.
• With Parthasarathy V., Parthasarathy.R, J.Shanmugapriyan, Prakash Pandian, "An efficient priority‐ based convolutional auto‐encoder approach for electrocardiogram signal compression in Internet of Things based healthcare system", Transactions on Emerging Telecommunications Technologies. 2020.Q2 Journal- Impact factor: 2.638. SCIE
• With Parthasarathy.V, “A secure fuzzy extractor based biometric key authentication scheme for body sensor network in Internet of Medical Things”, Computer Communications, ISSN: 0140-3664, Vol: 153, Page: 545-552, 2020. Q1 Journal Impact Factor: 3.167. SCIE 

Working Papers

• With Mary Judith. A, Baghavathi Priya. S, “Classification of Hybrid SSVEP and P300 using Adaptive SVM classifier with M-TRCA”, Bulletin of the Polish Academy of Sciences: Technical Sciences, Q2 Journal Impact factor: 3.88. (Under Communication)
• With Prakash Pandian, Sushil Pokhrel. “Deep-Learning Approaches for Histopathological Classification of Breast Cancer Diagnosis”. Electronics, Q2 Journal Impact factor: 2.39. (Under Communication)

Work in Progress

• With Dr.Sushil, Department of Biomedical Engineering, State University of New York (SUNY),US. “Efficacy in Patients with Non-Alcoholic Fatty Liver Disease in Reducing Fibrosis”.
• With Haritha.S, Department of Biomedical Engineering, The University of Virginia. “Early Detection of Acute Lymphoblastic Leukemia”.
• With Dr.Ahamad.F, Faculty of Science, Department of Physics and Computer Science, Wilfrid Laurier University, Waterloo, Canada. “Bayesian Network Model for Attack Prediction on Internet of Vehicle (IOV)”

Academic Experiences

• Assistant Professor, Department of Computational Intelligence, School of Computing, Kattankulathur Campus, SRM Institute of Science and Technology. Feb 2022- Till Date.
• Research Assistant, Center for Research, Department of Electronics and Communication Engineering, Veltech Multitech Dr.Rangarajan Dr.Sakunthala Engineering College, Chennai. 2016-2021.

Achievements and Awards

• Participated in Horizon 2020 Info Day, Conducted by European Commission DG, RTD INT.
• Participated in Research Funding and Paper writing workshop in Velammal Eng. College 2016.
• Participated in National Network security Championship conducted by ACM-IIT Delhi in 2013.
• Attended .NET workshop in March 2011.
• Outstanding Student of the year 2005. (Lions Club)
• Achieved Awards and Medals in Sports and Cultural activity.

Memberships

• International Association of Engineers (IAENG)
• International Computer Science and Engineering Society (ICSES)