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ITNG
2010
IEEE
15 years 5 months ago
A Fast and Stable Incremental Clustering Algorithm
— Clustering is a pivotal building block in many data mining applications and in machine learning in general. Most clustering algorithms in the literature pertain to off-line (or...
Steven Young, Itamar Arel, Thomas P. Karnowski, De...
121
Voted
ESANN
2000
15 years 1 months ago
Distributed clustering and local regression for knowledge discovery in multiple spatial databases
Many large -scale spatial data analysis problems involve an investigation of relationships in heterogeneous databases. In such situations, instead of making predictions uniformly a...
Aleksandar Lazarevic, Dragoljub Pokrajac, Zoran Ob...
ICAISC
2004
Springer
15 years 6 months ago
Relevance LVQ versus SVM
Abstract. The support vector machine (SVM) constitutes one of the most successful current learning algorithms with excellent classification accuracy in large real-life problems an...
Barbara Hammer, Marc Strickert, Thomas Villmann
137
Voted
ICPP
2007
IEEE
15 years 6 months ago
Tightly-Coupled Multi-Layer Topologies for 3-D NoCs
Three-dimensional Network-on-Chip (3-D NoC) is an emerging research topic exploring the network architecture of 3-D ICs that stack several smaller wafers for reducing wire length ...
Hiroki Matsutani, Michihiro Koibuchi, Hideharu Ama...
ICDCSW
2003
IEEE
15 years 5 months ago
Studying the Use of Handhelds to Control Smart Appliances
Abstract— Today’s complex appliances are plagued by difficultto-use interfaces. In many cases, consumers use only a few of the many features on their appliances because the mor...
Jeffrey Nichols, Brad A. Myers