J
James C. Bezdek
Researcher at University of Melbourne
Publications - 401
Citations - 57266
James C. Bezdek is an academic researcher from University of Melbourne. The author has contributed to research in topics: Cluster analysis & Fuzzy logic. The author has an hindex of 86, co-authored 400 publications receiving 53852 citations. Previous affiliations of James C. Bezdek include University of Florida & Becton Dickinson.
Papers
More filters
Journal ArticleDOI
Generalized fuzzy c-means clustering strategies using L/sub p/ norm distances
TL;DR: Object and relational data versions of FCM clustering are defined for the more general case where the L/sub p/ norm (p/spl ges/1) or semi-norm (0 0) is used in order to facilitate the empirical examination of the object data models.
Journal ArticleDOI
Relational duals of the c-means clustering algorithms
TL;DR: New relational versions of the hard and fuzzy c-means algorithms are presented here for the case when the relational data can reasonably be viewed as some measure of distance.
Journal ArticleDOI
Partially supervised clustering for image segmentation
TL;DR: The examples show that the semi-supervised approach provides MRI segmentations that are superior to ordinary fuzzy c-means and to the crisp k-nearest neighbor rule and further, that the new method ameliorates (P1)-(P3).
Proceedings ArticleDOI
Distributed Anomaly Detection in Wireless Sensor Networks
TL;DR: This work proposes a distributed, cluster-based anomaly detection algorithm that achieves comparable accuracy compared to a centralized scheme with a significant reduction in communication overhead.
Journal ArticleDOI
A fuzzy relation space for group decision theory
TL;DR: Rec reciprocal relations over n alternatives are defined, and their efficacy as a model of the group decision process is investigated, and an application of this model for assessing degree of consensus is given.