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James C. Bezdek
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Publications
- 2021
- [j145]Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams. IEEE Trans. Cybern. 51(12): 5979-5992 (2021) - [p1]Punit Rathore, James C. Bezdek, Marimuthu Palaniswami:
Fast Cluster Tendency Assessment for Big, High-Dimensional Data. Fuzzy Approaches for Soft Computing and Approximate Reasoning 2021: 135-149 - 2019
- [j136]Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie:
Approximating Dunn's Cluster Validity Indices for Partitions of Big Data. IEEE Trans. Cybern. 49(5): 1629-1641 (2019) - [j134]Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek:
A Scalable Framework for Trajectory Prediction. IEEE Trans. Intell. Transp. Syst. 20(10): 3860-3874 (2019) - [j133]Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami:
A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data. IEEE Trans. Knowl. Data Eng. 31(4): 641-654 (2019) - [c75]Shreyasi Datta, James C. Bezdek, Marimuthu Palaniswami:
Experiments with Dissimilarity Measures for Clustering Waveform Data from Wearable Sensors. SSCI 2019: 588-595 - 2018
- [j132]Lingjuan Lyu, James C. Bezdek, Yee Wei Law, Xuanli He, Marimuthu Palaniswami:
Privacy-preserving collaborative fuzzy clustering. Data Knowl. Eng. 116: 21-41 (2018) - [j131]Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami:
Dealing with Inliers in Feature Vector Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26(Supplement-2): 25-45 (2018) - [j129]Punit Rathore, James C. Bezdek, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections. IEEE Trans. Fuzzy Syst. 26(3): 1510-1524 (2018) - [c73]Punit Rathore, James C. Bezdek, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Approximate Cluster Heat Maps of Large High-Dimensional Data. ICPR 2018: 195-200 - [c71]Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie:
Estimating Generalized Dunn's Cluster Validity Indices for Big Data. SMC 2018: 656-661 - [i4]Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek:
A Scalable Framework for Trajectory Prediction. CoRR abs/1806.03582 (2018) - 2017
- [j124]Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami:
A visual-numeric approach to clustering and anomaly detection for trajectory data. Vis. Comput. 33(3): 265-281 (2017) - [c70]Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Marimuthu Palaniswami, Christopher Leckie:
Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. FUZZ-IEEE 2017: 1-8 - 2016
- [j123]Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy Craig Havens:
A Hybrid Approach to Clustering in Big Data. IEEE Trans. Cybern. 46(10): 2372-2385 (2016) - [j121]Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie, Jeffrey Chan, Jayavardhana Gubbi:
Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. ACM Trans. Knowl. Discov. Data 11(2): 24:1-24:40 (2016) - [j119]Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, James Bailey, Marimuthu Palaniswami:
Visual Assessment of Clustering Tendency for Incomplete Data. IEEE Trans. Knowl. Data Eng. 28(12): 3409-3422 (2016) - [i1]Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami:
Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. CoRR abs/1608.01072 (2016) - 2015
- [j118]Masud Moshtaghi, James C. Bezdek, Christopher Leckie, Shanika Karunasekera, Marimuthu Palaniswami:
Evolving Fuzzy Rules for Anomaly Detection in Data Streams. IEEE Trans. Fuzzy Syst. 23(3): 688-700 (2015) - 2014
- [j115]Sutharshan Rajasegarar, Timothy C. Havens, Shanika Karunasekera, Christopher Leckie, James C. Bezdek, Milan Jamriska, Ajith Gunatilaka, Alex Skvortsov, Marimuthu Palaniswami:
High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. IEEE Trans. Geosci. Remote. Sens. 52(7): 3823-3832 (2014) - [j114]Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Streaming analysis in wireless sensor networks. Wirel. Commun. Mob. Comput. 14(9): 905-921 (2014) - 2013
- [j112]Timothy C. Havens, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami:
A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. IEEE Trans. Fuzzy Syst. 21(6): 1170-1175 (2013) - [c59]Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens:
clusiVAT: A mixed visual/numerical clustering algorithm for big data. IEEE BigData 2013: 112-117 - [c57]Timothy C. Havens, James C. Bezdek, Christopher Leckie, Jeffrey Chan, Wei Liu, James Bailey, Kotagiri Ramamohanarao, Marimuthu Palaniswami:
Clustering and visualization of fuzzy communities in social networks. FUZZ-IEEE 2013 - [c56]Timothy C. Havens, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami:
Extension of iVAT to asymmetric matrices. FUZZ-IEEE 2013 - [c55]Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami:
Scalable single linkage hierarchical clustering for big data. ISSNIP 2013: 396-401 - 2012
- [j110]Timothy C. Havens, James C. Bezdek, Christopher Leckie, Lawrence O. Hall, Marimuthu Palaniswami:
Fuzzy c-Means Algorithms for Very Large Data. IEEE Trans. Fuzzy Syst. 20(6): 1130-1146 (2012) - [c53]Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami:
Cluster validity for kernel fuzzy clustering. FUZZ-IEEE 2012: 1-8 - [c50]Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami:
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. IJCNN 2012: 1-8 - 2011
- [j108]James C. Bezdek, Sutharshan Rajasegarar, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami, Timothy C. Havens:
Anomaly Detection in Environmental Monitoring Networks [Application Notes]. IEEE Comput. Intell. Mag. 6(2): 52-58 (2011) - [j107]Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami:
Clustering ellipses for anomaly detection. Pattern Recognit. 44(1): 55-69 (2011) - [c48]Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. ICDM 2011: 467-476 - 2010
- [j101]Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Marimuthu Palaniswami:
Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks. IEEE Trans. Inf. Forensics Secur. 5(3): 518-533 (2010) - [c42]Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami:
Incremental Kernel Fuzzy c-Means. IJCCI (Selected Papers) 2010: 3-18 - 2009
- [j95]Sutharshan Rajasegarar, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami:
Elliptical anomalies in wireless sensor networks. ACM Trans. Sens. Networks 6(1): 7:1-7:28 (2009) - 2007
- [c28]Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami, James C. Bezdek:
Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks. ICC 2007: 3864-3869
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