Professor Jim Bezdek

Recent publications

  1. Kumar D, Bezdek J, Rajasegarar S, Leckie C, Palaniswami M. A visual-numeric approach to clustering and anomaly detection for trajectory data. Visual Computer. Springer. 2017, Vol. 33, Issue 3.
  2. Kumar D, Bezdek J, Palaniswami M, Rajasegarar S, Leckie C, Havens TC. A Hybrid Approach to Clustering in Big Data. IEEE TRANSACTIONS ON CYBERNETICS. Institute of Electrical and Electronics Engineers. 2016, Vol. 46, Issue 10.
  3. Kumar D, Bezdek J, Rajasegarar S, Palaniswami M, Leckie C, Chan J, Gubbi Lakshminarasimha J. Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA. Association for Computing Machinery (ACM). 2016, Vol. 11, Issue 2.
  4. Lei Y, Bezdek J, Chan J, Vinh NX, Romano S, Bailey J. Extending Information-Theoretic Validity Indices for Fuzzy Clustering. IEEE Transactions on Fuzzy Systems. Institute of Electrical and Electronics Engineers. 2016.
  5. Salehi M, Leckie C, Bezdek J, Vaithianathan T, Zhang X. Fast Memory Efficient Local Outlier Detection in Data Streams. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. IEEE Computer Society. 2016, Vol. 28, Issue 12.
  6. Bezdek J, Moshtaghi M, Runkler T, Leckie C. The Generalized C Index for Internal Fuzzy Cluster Validity. IEEE TRANSACTIONS ON FUZZY SYSTEMS. IEE Institute of Electronic Engineers. 2016, Vol. 24, Issue 6.
  7. Park LAF, Bezdek J, Leckie C, Kotagiri R, Bailey J, Palaniswami M. Visual Assessment of Clustering Tendency for Incomplete Data. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. IEEE Computer Society. 2016, Vol. 28, Issue 12.
  8. Salehi M, Leckie C, Bezdek J, Vaithianathan T. Local Outlier Detection for Data Streams in Sensor Networks: Revisiting the Utility Problem Invited Paper. 2015 IEEE Tenth Int Conference on Intelligent Sensors Sensor Networks & Information Proc (IISSNIP). IEEE. 2015.
  9. Lei Y, Bezdek J, Chan J, Nguyen X, Romano S, Bailey J. Generalized Information Theoretic Cluster Validity Indices for Soft Clusterings. 2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DATA MINING (CIDM). IEEE. 2014.
  10. Rajasegarar S, Havens TC, Karunasekera S, Leckie C, Bezdek J, Jamriska M, Gunatilaka A, Skvortsov A, Palaniswami M. High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronic Engineers. 2014, Vol. 52, Issue 7.
  11. Khalilia MA, Bezdek J, Popescu M, Keller JM. Improvements to the relational fuzzy c-means clustering algorithm. PATTERN RECOGNITION. Pergamon-Elsevier Science. 2014, Vol. 47, Issue 12.
  12. Wilbik A, Keller JM, Bezdek J. Linguistic Prototypes for Data From Eldercare Residents. IEEE TRANSACTIONS ON FUZZY SYSTEMS. IEE Institute of Electronic Engineers. 2014, Vol. 22, Issue 1.
  13. Runkler TA, Bezdek J. Multidimensional scaling with multiswarming. Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. 2014.
  14. Moshtaghi M, Bezdek J, Havens TC, Leckie C, Karunasekera S, Rajasegarar S, Palaniswami M. Streaming analysis in wireless sensor networks. Wireless Communications and Mobile Computing. John Wiley & Sons. 2014, Vol. 14, Issue 9.
  15. Havens TC, Bezdek J, Leckie C, Kotagiri R, Palaniswami M. A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. IEEE Transactions on Fuzzy Systems. IEE Institute of Electronic Engineers. 2013, Vol. 21, Issue 6.

View a full list of publications on the University of Melbourne’s ‘Find An Expert’ profile