Dr Dheeraj Kumar
Research Fellow
Department of Electrical and Electronic Engineering
37 Scholarly works
0 Projects
HIGHLIGHTS
2024
Journal article
A Novel Algorithm for Evaluating Clustering Propensity of IoT-Generated Spatio-Temporal Data Geared for Distributed Systems
DOI: 10.1109/jsen.2023.33224642024
Journal article
Time and memory scalable algorithms for clustering tendency assessment of big data
DOI: 10.1016/j.ins.2024.1203242024
Journal article
Computation and communication efficient approach for federated learning based urban sensing applications against inference attacks
DOI: 10.1016/j.pmcj.2024.1018752023
Journal article
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment
DOI: 10.1016/j.bdr.2023.1004132023
Conference Proceedings
Visual Techniques for Clustering Tendency Assessment of Networks
DOI: 10.1109/elexcom58812.2023.103702162023
Conference Proceedings
Summarizing Clustering Results using Sentence prototype based Language Models
DOI: 10.1109/iceccme57830.2023.102528002023
Conference Proceedings
A Resource Adaptive Secure Aggregation Protocol for Federated Learning based Urban Sensing Systems
DOI: 10.1145/3570991.3571025
RECENT SCHOLARLY WORKS
2022
Conference Proceedings
Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model.
DOI: 10.1109/EMBC48229.2022.98719142022
Journal article
FL-NoiseMap: A Federated Learning-based privacy-preserving Urban Noise-Pollution Measurement System
DOI: 10.1515/noise-2022-01532021
Journal article
Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams
DOI: 10.1109/TCYB.2020.2973137