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J
James C. Bezdek
university of melbourne
88
H-index
459
Paper Count
5.7W
Citation Count
0
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Published Papers
74
Publication Date
Publication Date
Impact Factor
Citations
StreamSoNG: A Soft Streaming Classification Approach
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2022-06-01
5
OA
AI
Wu, Wenlong; Keller, James M.; Dale, Jeffrey; Bezdek, James C.
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Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2021-12-01
9
PRE
AI
Rathore, Punit; Kumar, Dheeraj; Bezdek, James C.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu
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Evaluating Evolving Structure in Streaming Data With Modified Dunns Indices
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2021-04-01
8
PRE
AI
Ibrahim, Omar A.; Keller, James M.; Bezdek, James C.
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Streaming Data Analysis: Clustering or Classification?
ieee transactions on cybernetics
IF
8.7
2021-01-01
15
PRE
AI
Bezdek, James C.; Keller, James M.
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FORESEEN: Towards Differentially Private Deep Inference for Intelligent Internet of Things
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF
17.2
2020-10-01
21
PRE
AI
Lyu, Lingjuan; Bezdek, James C.; Jin, Jiong; Yang, Yang
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LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2020-04-01
10
PRE
AI
Ghafoori, Zahra; Erfani, Sarah M.; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
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A Scalable Framework for Trajectory Prediction
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2019-10-01
49
OA
AI
Rathore, Punit; Kumar, Dheeraj; Rajasegarar, Sutharshan; Palaniswami, Marimuthu; Bezdek, James C.
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Fog-Embedded Deep Learning for the Internet of Things
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2019-07-01
36
PRE
AI
Lyu, Lingjuan; Bezdek, James C.; He, Xuanli; Jin, Jiong
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Approximating Dunn's Cluster Validity Indices for Partitions of Big Data
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2019-05-01
21
PRE
AI
Rathore, Punit; Ghafoori, Zahra; Bezdek, James C.; Palaniswami, Marimuthu; Leckie, Christopher
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A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2019-04-01
44
PRE
AI
Rathore, Punit; Kumar, Dheeraj; Bezdek, James C.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu
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Fuzzy Clustering: A Historical Perspective
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF
11.2
2019-02-01
125
PRE
AI
Ruspini, Enrique H.; Bezdek, James C.; Keller, James M.
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Online cluster validity indices for performance monitoring of streaming data clustering
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF
3.7
2018-11-02
26
OA
AI
Moshtaghi, Masud; Bezdek, James C.; Erfani, Sarah M.; Leckie, Christopher; Bailey, James
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Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2018-10-01
52
PRE
AI
Ghafoori, Zahra; Erfani, Sarah M.; Rajasegarar, Sutharshan; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
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Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2018-06-01
58
PRE
AI
Rathore, Punit; Bezdek, James C.; Erfani, Sarah M.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu
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Extending Information-Theoretic Validity Indices for Fuzzy Clustering
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2017-08-01
32
PRE
AI
Lei, Yang; Bezdek, James C.; Chan, Jeffrey; Nguyen Xuan Vinh; Romano, Simone; Bailey, James
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Ground truth bias in external cluster validity indices
PATTERN RECOGNITION
IF
7.6
2017-05-01
35
OA
AI
Lei, Yang; Bezdek, James C.; Romano, Simone; Nguyen Xuan Vinh; Chan, Jeffrey; Bailey, James
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Exponentially Weighted Ellipsoidal Model for Anomaly Detection
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF
3.7
2017-01-27
7
PRE
AI
Moshtaghi, M.; Erfani, S. M.; Leckie, C.; Bezdek, J. C.
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Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF
4.8
2016-12-03
22
PRE
AI
Kumar, Dheeraj; Bezdek, James C.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu; Leckie, Christopher; Chan, Jeffrey; Gubbi, Jayavardhana
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The Generalized C Index for Internal Fuzzy Cluster Validity
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2016-12-01
30
PRE
AI
Bezdek, James C.; Moshtaghi, Masud; Runkler, Thomas; Leckie, Christopher
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Visual Assessment of Clustering Tendency for Incomplete Data
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2016-12-01
13
PRE
AI
Park, Laurence A. F.; Bezdek, James C.; Leckie, Christopher; Kotagiri, Ramamohanarao; Bailey, James; Palaniswami, Marimuthu
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Research Directions
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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
王亮
(Liang Wang)
H-index: 100 · Papers: 1.2K
M
Marimuthu Palaniswami
H-index: 69 · Papers: 740
N
Nikhil R. Pal
H-index: 65 · Papers: 398
R
Robert P. W. Duin
H-index: 62 · Papers: 323
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