| A Hybrid Approach to Clustering in Big Data D Kumar, JC Bezdek, M Palaniswami, S Rajasegarar, C Leckie, ... IEEE Transactions on Cybernetics 46 (10), 2372-2385, 2015 | 131 | 2015 |
| A Scalable Framework for Trajectory Prediction P Rathore, D Kumar, S Rajasegarar, M Palaniswami, JC Bezdek IEEE Transactions on Intelligent Transportation Systems, 2019 | 77 | 2019 |
| A visual-numeric approach to clustering and anomaly detection for trajectory data D Kumar, JC Bezdek, S Rajasegarar, C Leckie, M Palaniswami The Visual Computer 33 (3), 265-281, 2017 | 75 | 2017 |
| A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data P Rathore, D Kumar, JC Bezdek, S Rajasegarar, M Palaniswami IEEE Transactions on Knowledge and Data Engineering, 2018 | 74 | 2018 |
| Automatic Sensor drift detection and correction using Spatial Kriging and Kalman filtering D Kumar, S Rajasegarar, M Palaniswami Distributed Computing in Sensor Systems (DCOSS), 2013 IEEE International …, 2013 | 58 | 2013 |
| Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility D Kumar, H Wu, S Rajasegarar, C Leckie, S Krishnaswamy, ... IEEE Transactions on Intelligent Transportation Systems, 2018 | 56 | 2018 |
| clusiVAT: A mixed visual/numerical clustering algorithm for big data D Kumar, M Palaniswami, S Rajasegarar, C Leckie, JC Bezdek, ... 2013 IEEE International Conference on Big Data, 112-117, 2013 | 43 | 2013 |
| Visual Approaches for Exploratory Data Analysis: A Survey of the Visual Assessment of Clustering Tendency (VAT) Family of Algorithms D Kumar, JC Bezdek IEEE Systems, Man, and Cybernetics Magazine 6 (2), 10 - 48, 2020 | 38 | 2020 |
| Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data D Kumar, J Bezdek, S Rajasegarar, M Palaniswami, C Leckie, J Chan, ... ACM Transactions on Knowledge Discovery from Data 11 (2), 24:1--24:40, 2016 | 37 | 2016 |
| Understanding Urban Mobility via Taxi Trip Clustering D Kumar, H Wu, Y Lu, S Krishnaswamy, M Palaniswami IEEE International conference on Mobile Data Management 1, 318-324, 2016 | 37 | 2016 |
| Utilizing Geo-tagged Tweets to understand Evacuation Dynamics during Emergencies: A case study of Hurricane Sandy D Kumar, S Ukkusuri The Web Conference (WWW) Companion, 2018 | 35 | 2018 |
| Geospatial estimation-based auto drift correction in wireless sensor networks D Kumar, S Rajasegarar, M Palaniswami ACM Transactions on Sensor Networks (TOSN) 11 (3), 1-39, 2015 | 22 | 2015 |
| Understanding the Operational Dynamics of Mobility Service Providers: A Case of Uber X Qian, D Kumar, W Zhang, SV Ukkusuri ACM Transactions on Spatial Algorithms and Systems (TSAS) 6 (2), 2020 | 19 | 2020 |
| Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation D Kumar, J Gubbi, B Yan, M Palaniswami 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 18 | 2013 |
| Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams P Rathore, D Kumar, JC Bezdek, S Rajasegarar, M Palaniswami IEEE Transactions on Cybernetics, 2020 | 17 | 2020 |
| Maximum Entropy based Auto Drift Correction using High and Low Precision Sensors P Rathore, D Kumar, S Rajasegarar, M Palaniswami ACM Transactions on Sensor Networks 13 (3), 2017 | 17 | 2017 |
| The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-World Internet of Things M Palaniswami, AS Rao, D Kumar, P Rathore, S Rajasegarar IEEE Systems, Man, and Cybernetics Magazine 6 (4), 45-53, 2020 | 16 | 2020 |
| Enhancing Demographic Coverage of Hurricane Evacuation Behavior Modeling using Social Media D Kumar, SV Ukkusuri Journal of Computational Science, 2020 | 15 | 2020 |
| Identifying Singleton Spammers via Spammer Group Detection D Kumar, Y Shaalan, X Zhang, J Chan Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018 | 15 | 2018 |
| Interpreting Cluster Structure in Waveform Data with Visual Assessment and Dunn’s Index S Mahallati, JC Bezdek, D Kumar, MR Popovic, TA Valiante Frontiers in Computational Intelligence, 73--101, 2018 | 14 | 2018 |
M. PalaniswamiProfessor of Electrical EngineeringVerified email at unimelb.edu.au
