Mr. Rajkumar. G
Qualification : M.Tech., (Ph.D) (St. Peter's Institute Of Higher Education and Research)
Designation : Asst. Professor
Email: [email protected]
Details of Educational Qualification:
| Course | Specialization | Branch | Institute / University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | CSE | CSE | St. Peter's Institute Of Higher Education and Research | Pursuing |
| M.Tech | CSE | CSE | Dr. M.G.R University | 2009 |
| B.E. | CSE | CSE | Priyadarshini Engineering College, Anna University | 2006 |
Research Areas:
-
Machine Learning and Deep Learning
Research Identifiers:
- Scopus : https://www.scopus.com/authid/detail.uri?authorId=59005449000
- Vidwan : https://vidwan.inflibnet.ac.in//profile/460003
- Google scholar : https://scholar.google.com/citations?hl=en&user=smrFCpcAAAAJ
- h-Index (As per Scopus Data) : 4
Publication Details:
| S.No | Publication Affiliation | Academic Year | Author Position | Details of Research Publication | Indexing | Publication | Journal Quartile (Q1/Q2/Q3/Q4) |
|---|---|---|---|---|---|---|---|
| 1 | MITS | 2025 -26 | 4 | “A Intelligent Intrusion Mechanism for Sinkhole Attack in IOT Sensor Network”. International Research Journal of Multidisciplinary Technovation 8 (2):166-80. https://doi.org/10.54392/irjmt26210. | Scopus | Article | Q3 |
| 2 | MITS | 2025 -26 | 2 | Machine learning-based solar power prediction for major Indian metro cities DOI: 10.11591/ijai.v15.i2.pp1362-1370 | Scopus | Article | Q3 |
| 3 | MITS | 2025 -26 | 2 | Investigating reading habits and their impact on reading performance among Indian undergraduate students DOI: 10.11591/ijere.v15i3.38490 | Scopus | Article | Q3 |
| 4 | MITS | 2025 -26 | 2 | Comparative analysis of explainable machine learning models for cardiovascular risk stratification using clinical data and shapley additive explanations | Scopus | Article | Q1 |
| 5 | Others | 2025 -26 | 1 | Development of an explainable machine learning model for Alzheimer’s disease prediction using clinical and behavioural features | SCI | Article | Q2 |
| 6 | Others | 2024 -25 | 1 | The Future of Neurodiagnostic: Deep Learning for Earlier Intervention | Scopus | Article | Q2 |
| 7 | MITS | 2024 -25 | 1 | Evaluation of sequential feature selection in improving the K-nearest neighbor classifier for diabetes prediction | Scopus | Article | Q2 |
| 8 | MITS | 2024 -25 | 2 | MACHINE LEARNING-DRIVEN ECOSYSTEM FOR EARLY DETECTION OF DoS ATTACKS IN IoT NETWORKS | Scopus | Article | Q4 |
| 9 | MITS | 2024 -25 | 1 | Predicting Employee Attrition: A Comparative Analysis of Machine Learning Models Using the IBM Human Resource | Scopus | Conference Proceedings | Q2 |
| 10 | MITS | 2023-24 | 2 | Improving the Performance of Machine Learning with Sequential Feature Selection and Grid Search | Scopus | Article | Q4 |
| 11 | MITS | 2023-24 | 5 | Consistency, local stability, and approximation of Shapash explanation | Scopus | Article | Q3 |
| 12 | MITS | 2023-24 | 4 | Evaluation of Adaptive Synthetic Resampling Technique for Imbalanced Breast Cancer Identification | Scopus | Conference Proceedings | None |
| 13 | MITS | 2023-24 | 2 | Enhancing COVID-19 Prediction: Optimized Random Forest Classifier with Feature Selection | Scopus | Conference Proceedings | None |
Patents
| S.No | Affiliation | Academic Year | Application ID | Title of the Patent | Status |
|---|---|---|---|---|---|
| 1 | MITS | 2025-26 | 202641067160 | IOT BASED REAL TIME WASTE QUALITY ANALYSIS AND RECYCLING DECISION SYSTEM | Published |
| 2 | MITS | 2024 -25 | 202441061851 A | NON-DOMINATED SORTING GENETIC ALGORITHM II (NSGA-II) BASED AUTOMATED TASK SCHEDULING SYSTEM FOR FOG-CLOUD COMPUTING ENVIRONMENTS | Published |
| 3 | MITS | 2024 -25 | 202541031164 A | DEVELOPMENT OF A FIREFIGHTING HUMANOID ROBOT FOR DEFENCE APPLICATIONS | Published |
| 4 | MITS | 2023-24 | 6327994 | A system and method for detecting and mitigating vehicle horn misuse in real time | Granted |
| 5 | MITS | 2024 -25 | 202541031164 A | DEVELOPMENT OF A FIREFIGHTING HUMANOID ROBOT FOR DEFENCE APPLICATIONS | Published |