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2020 – today
- 2022
[j147]Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, James C. Bezdek, Lars Kulik, Christopher Leckie:
Shape-Sphere: A metric space for analysing time series by their shape. Inf. Sci. 582: 198-214 (2022)- [j146]Wenlong Wu
, James M. Keller, Jeffrey Dale, James C. Bezdek:
StreamSoNG: A Soft Streaming Classification Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 700-709 (2022) - 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) - [j144]Omar A. Ibrahim, James M. Keller, James C. Bezdek:
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 262-273 (2021) - [j143]James C. Bezdek, James M. Keller:
Streaming Data Analysis: Clustering or Classification? IEEE Trans. Syst. Man Cybern. Syst. 51(1): 91-102 (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 - 2020
- [j142]Bernadette Bouchon-Meunier, Piero P. Bonissone, Jim Bezdek:
Obituary for Enrique H. Ruspini [In Memoriam]. IEEE Comput. Intell. Mag. 15(1): 17-23 (2020) - [j141]Lingjuan Lyu, James C. Bezdek, Jiong Jin, Yang Yang:
FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things. IEEE J. Sel. Areas Commun. 38(10): 2418-2429 (2020) - [j140]Zahra Ghafoori, Sarah M. Erfani, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. IEEE Trans. Knowl. Data Eng. 32(4): 815-820 (2020) - [c80]Omar A. Ibrahim, James Keller, James C. Bezdek, Mihail Popescu:
Experiments with Maximin Sampling. FUZZ-IEEE 2020: 1-7 - [c79]Dheeraj Kumar, James C. Bezdek:
Clustering tendency assessment for datasets having inter-cluster density variations. SPCOM 2020: 1-5 - [i7]Punit Rathore, James C. Bezdek, Paolo Santi, Carlo Ratti:
ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge. CoRR abs/2008.09570 (2020) - [i6]Wenlong Wu, James M. Keller, Jeffrey Dale, James C. Bezdek:
StreamSoNG: A Soft Streaming Classification Approach. CoRR abs/2010.00635 (2020)
2010 – 2019
- 2019
- [j139]Enrique H. Ruspini, James C. Bezdek, James M. Keller:
Fuzzy Clustering: A Historical Perspective. IEEE Comput. Intell. Mag. 14(1): 45-55 (2019) - [j138]Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey:
Online cluster validity indices for performance monitoring of streaming data clustering. Int. J. Intell. Syst. 34(4): 541-563 (2019) - [j137]Tien Thanh Nguyen, Manh Truong Dang, Alan Wee-Chung Liew, James C. Bezdek:
A weighted multiple classifier framework based on random projection. Inf. Sci. 490: 36-58 (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) - [j135]Lingjuan Lyu, James C. Bezdek, Xuanli He, Jiong Jin:
Fog-Embedded Deep Learning for the Internet of Things. IEEE Trans. Ind. Informatics 15(7): 4206-4215 (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) - [c78]Jia Shun Low, Zahra Ghafoori, James C. Bezdek, Christopher Leckie:
Seeding on Samples for Accelerating K-Means Clustering. BDIOT 2019: 41-45 - [c77]Thomas A. Runkler, James C. Bezdek:
Optimizing the C Index Using a Canonical Genetic Algorithm. EvoApplications 2019: 287-298 - [c76]Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera:
Unsupervised and Active Learning Using Maximin-Based Anomaly Detection. ECML/PKDD (1) 2019: 90-106 - [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) - [j130]James C. Bezdek, James M. Keller, Nikhil R. Pal, Chin-Teng Lin, Jonathan M. Garibaldi:
Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems. IEEE Trans. Fuzzy Syst. 26(1): 1-5 (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) - [j128]Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 29(10): 5057-5070 (2018) - [c74]Omar A. Ibrahim, James M. Keller, James C. Bezdek:
Analysis of Streaming Clustering Using an Incremental Validity Index. FUZZ-IEEE 2018: 1-8 - [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 - [c72]Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao:
Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. ECML/PKDD (3) 2018: 553-568 - [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 - [i5]Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey:
Online Cluster Validity Indices for Streaming Data. CoRR abs/1801.02937 (2018) - [i4]Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek:
A Scalable Framework for Trajectory Prediction. CoRR abs/1806.03582 (2018) - 2017
- [j127]Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek:
Exponentially Weighted Ellipsoidal Model for Anomaly Detection. Int. J. Intell. Syst. 32(9): 881-899 (2017) - [j126]Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey:
Ground truth bias in external cluster validity indices. Pattern Recognit. 65: 58-70 (2017) - [j125]Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey:
Extending Information-Theoretic Validity Indices for Fuzzy Clustering. IEEE Trans. Fuzzy Syst. 25(4): 1013-1018 (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 - [c69]Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang:
Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract). ICDE 2017: 51-52 - [i3]Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew, James C. Bezdek:
An ensemble-based online learning algorithm for streaming data. CoRR abs/1704.07938 (2017) - 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) - [j122]James C. Bezdek, Masud Moshtaghi, Thomas A. Runkler, Christopher Leckie:
The Generalized C Index for Internal Fuzzy Cluster Validity. IEEE Trans. Fuzzy Syst. 24(6): 1500-1512 (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) - [j120]Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang:
Fast Memory Efficient Local Outlier Detection in Data Streams. IEEE Trans. Knowl. Data Eng. 28(12): 3246-3260 (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) - [c68]Mahsa Salehi, Xuyun Zhang, James C. Bezdek, Christopher Leckie:
Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection. Australasian Conference on Artificial Intelligence 2016: 469-481 - [c67]Akshay Jain, James M. Keller, James C. Bezdek:
Quantitative and qualitative comparison of periodic sensor data. BHI 2016: 37-40 - [c66]James C. Bezdek, Xiuyi Ye, Mihail Popescu, James Keller, Alina Zare:
Random projection below the JL limit. IJCNN 2016: 2414-2423 - [c65]Masud Moshtaghi, Christopher Leckie, James C. Bezdek:
Online Clustering of Multivariate Time-series. SDM 2016: 360-368 - [i2]Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey:
Ground Truth Bias in External Cluster Validity Indices. CoRR abs/1606.05596 (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) - [c64]James C. Bezdek, Didier Dubois, Henri Prade:
The posterity of Zadeh's 50-year-old paper. FUZZ-IEEE 2015: 1-9 - [c63]Mihail Popescu, James Keller, James C. Bezdek, Alina Zare:
Random projections fuzzy c-means (RPFCM) for big data clustering. FUZZ-IEEE 2015: 1-6 - [c62]Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan:
Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper. ISSNIP 2015: 1-6 - 2014
- [j117]Mohammed Khalilia, James C. Bezdek, Mihail Popescu, James M. Keller:
Improvements to the relational fuzzy c-means clustering algorithm. Pattern Recognit. 47(12): 3920-3930 (2014) - [j116]Anna Wilbik, James M. Keller, James C. Bezdek:
Linguistic Prototypes for Data From Eldercare Residents. IEEE Trans. Fuzzy Syst. 22(1): 110-123 (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) - [c61]Thomas A. Runkler, James C. Bezdek:
Multidimensional scaling with multiswarming. IEEE Congress on Evolutionary Computation 2014: 2940-2946 - [c60]Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey:
Generalized information theoretic cluster validity indices for soft clusterings. CIDM 2014: 24-31 - 2013
- [j113]Mihail Popescu, James C. Bezdek, Timothy C. Havens, James M. Keller:
A Cluster Validity Framework Based on Induced Partition Dissimilarity. IEEE Trans. Cybern. 43(1): 308-320 (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 - [c58]James C. Bezdek:
The Parable of Zoltan. On Fuzziness (1) 2013: 39-46 - [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 - [c54]Thomas A. Runkler, James C. Bezdek:
Topology Preserving Feature Extraction with Multiswarm Optimization. SMC 2013: 2997-3002 - 2012
- [j111]Timothy C. Havens, James C. Bezdek:
A new formulation of the coVAT algorithm for visual assessment of clustering tendency in rectangular data. Int. J. Intell. Syst. 27(6): 590-612 (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) - [j109]Timothy C. Havens, James C. Bezdek:
An Efficient Formulation of the Improved Visual Assessment of Cluster Tendency (iVAT) Algorithm. IEEE Trans. Knowl. Data Eng. 24(5): 813-822 (2012) - [c53]Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami:
Cluster validity for kernel fuzzy clustering. FUZZ-IEEE 2012: 1-8 - [c52]Jonathon K. Parker, Lawrence O. Hall, James C. Bezdek:
Comparison of scalable fuzzy clustering methods. FUZZ-IEEE 2012: 1-9 - [c51]Anna Wilbik, James M. Keller, James C. Bezdek:
Generation of prototypes from sets of linguistic summaries. 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) - [j106]Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Approximate pairwise clustering for large data sets via sampling plus extension. Pattern Recognit. 44(2): 222-235 (2011) - [j105]James C. Bezdek:
Fuzzy C-means cluster analysis. Scholarpedia 6(7): 2057 (2011) - [c49]Derek T. Anderson, James M. Keller, Ozy Sjahputera, James C. Bezdek, Mihail Popescu:
Comparing soft clusters and partitions. FUZZ-IEEE 2011: 924-931 - [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 - [c47]Mihail Popescu, James M. Keller, James C. Bezdek, Timothy C. Havens:
Correlation cluster validity. SMC 2011: 2531-2536 - 2010
- [j104]Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller:
Relational Generalizations of Cluster Validity Indices. IEEE Trans. Fuzzy Syst. 18(4): 771-786 (2010) - [j103]Derek T. Anderson, James C. Bezdek, Mihail Popescu, James M. Keller:
Comparing Fuzzy, Probabilistic, and Possibilistic Partitions. IEEE Trans. Fuzzy Syst. 18(5): 906-918 (2010) - [j102]Isaac J. Sledge, Timothy C. Havens, James C. Bezdek, James M. Keller:
Relational Duals of Cluster-Validity Functions for the c -Means Family. IEEE Trans. Fuzzy Syst. 18(6): 1160-1170 (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) - [j100]Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning. IEEE Trans. Knowl. Data Eng. 22(10): 1401-1414 (2010) - [c46]Shaoyi Zhang, Kotagiri Ramamohanarao, James C. Bezdek:
EP-based robust weighting scheme for fuzzy SVMs. ADC 2010: 123-132 - [c45]James C. Bezdek, Timothy C. Havens, James M. Keller, Christopher Leckie, Laurence Anthony F. Park:
Clustering elliptical anomalies in sensor networks. FUZZ-IEEE 2010: 1-8 - [c44]Isaac J. Sledge, James C. Bezdek, Timothy C. Havens, James M. Keller:
A relational dual of the fuzzy possibilistic c-means algorithm. FUZZ-IEEE 2010: 1-9 - [c43]Timothy C. Havens, James C. Bezdek, James M. Keller:
A New Implementation of the co-VAT Algorithm for Visual Assessment of Clusters in Rectangular Relational Data. ICAISC (1) 2010: 363-371 - [c42]Timothy C. Havens, James C. Bezdek, Marimuthu Palaniswami:
Incremental Kernel Fuzzy c-Means. IJCCI (Selected Papers) 2010: 3-18 - [c41]James C. Bezdek:
(Mostly) Fuzzy Clustering in Very Large Data Sets. IJCCI (ICFC-ICNC) 2010: 5 - [c40]Derek T. Anderson, James C. Bezdek, James M. Keller, Mihail Popescu:
A Comparison of Five Fuzzy Rand Indices. IPMU (1) 2010: 446-454 - [c39]Liang Wang, Uyen T. V. Nguyen, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment. PAKDD (1) 2010: 16-27
2000 – 2009
- 2009
- [j99]Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu, Jacalyn M. Huband:
Is VAT really single linkage in disguise? Ann. Math. Artif. Intell. 55(3-4): 237-251 (2009) - [j98]Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu:
Clustering in ordered dissimilarity data. Int. J. Intell. Syst. 24(5): 504-528 (2009) - [j97]Isaac J. Sledge, Timothy C. Havens, Jacalyn M. Huband, James C. Bezdek, James M. Keller:
Finding the number of clusters in ordered dissimilarities. Soft Comput. 13(12): 1125-1142 (2009) - [j96]Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Automatically Determining the Number of Clusters in Unlabeled Data Sets. IEEE Trans. Knowl. Data Eng. 21(3): 335-350 (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) - [c38]Laurence Anthony F. Park, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis. Australasian Conference on Artificial Intelligence 2009: 301-311 - [c37]Mihail Popescu, James C. Bezdek, James M. Keller:
eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets. FUZZ-IEEE 2009: 1003-1008 - [c36]Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie:
Visualization of clusters in very large rectangular dissimilarity data. ICARA 2009: 251-256 - [c35]Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
Approximate Spectral Clustering. PAKDD 2009: 134-146 - 2008
- [j94]James C. Bezdek:
IEEE Fellows-Class of 2008 [Society Briefs]. IEEE Comput. Intell. Mag. 3(2): 5-9 (2008) - [j93]Liang Wang, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
Selective sampling for approximate clustering of very large data sets. Int. J. Intell. Syst. 23(3): 313-331 (2008) - [c34]Isaac J. Sledge, Jacalyn M. Huband, James C. Bezdek:
(Automatic) Cluster Count Extraction from Unlabeled Data Sets. FSKD (1) 2008: 3-13 - [c33]Timothy C. Havens, James M. Keller, Mihail Popescu, James C. Bezdek:
Ontological self-organizing maps for cluster visualization and functional summarization of gene products using Gene Ontology similarity measures. FUZZ-IEEE 2008: 104-109 - [c32]Mihail Popescu, James C. Bezdek, James M. Keller, Timothy C. Havens, Jacalyn M. Huband:
A new cluster validity measure for bioinformatics relational datasets. FUZZ-IEEE 2008: 726-731 - [c31]Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
SpecVAT: Enhanced Visual Cluster Analysis. ICDM 2008: 638-647 - [c30]Timothy C. Havens, James C. Bezdek, James M. Keller, Mihail Popescu:
Dunn's cluster validity index as a contrast measure of VAT images. ICPR 2008: 1-4 - [c29]Jacalyn M. Huband, James C. Bezdek:
VCV2 - Visual Cluster Validity. WCCI 2008: 293-308 - 2007
- [j92]Jim Bezdek:
Call for Fellows Nominations [Society Briefs]. IEEE Comput. Intell. Mag. 2(3): 8-9 (2007) - [j91]James C. Bezdek, Richard J. Hathaway, Jacalyn M. Huband:
Visual Assessment of Clustering Tendency for Rectangular Dissimilarity Matrices. IEEE Trans. Fuzzy Syst. 15(5): 890-903 (2007) - [c28]Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami, James C. Bezdek: