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TKDD
2008
86views more  TKDD 2008»
15 years 5 months ago
Bregman bubble clustering: A robust framework for mining dense clusters
Gunjan Gupta, Joydeep Ghosh
CIS
2005
Springer
15 years 11 months ago
Concept Chain Based Text Clustering
Different from familiar clustering objects, text documents have sparse data spaces. A common way of representing a document is as a bag of its component words, but the semantic re...
Shaoxu Song, Jian Zhang, Chunping Li
ATAL
2003
Springer
15 years 10 months ago
Strategies for the Increased Robustness of Ant-Based Clustering
This paper introduces a set of algorithmic modifications that improve the partitioning results obtained with ant-based clustering. Moreover, general parameter settings and a self-...
Julia Handl, Joshua D. Knowles, Marco Dorigo
NCI
2004
142views Neural Networks» more  NCI 2004»
15 years 6 months ago
A competitive and cooperative learning approach to robust data clustering
This paper presents a new semi-competitive learning paradigm named Competitive and Cooperative Learning (CCL), in which seed points not only compete each other for updating to ada...
Yiu-ming Cheung
APNOMS
2006
Springer
15 years 9 months ago
A Policy-Based Management Framework for Self-managed Wireless Sensor Networks
This paper proposes a policy-based management framework for self-managed wireless sensor networks (WSNs) called SNOWMAN (SeNsOr netWork MANagement). In WSNs, a number of sensor nod...
Jong-Eon Lee, Si-Ho Cha, Jae-Oh Lee, Seokjoong Kan...