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228
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ICDE
2008
IEEE
124views Database» more  ICDE 2008»
16 years 5 months ago
Mining Approximate Order Preserving Clusters in the Presence of Noise
Subspace clustering has attracted great attention due to its capability of finding salient patterns in high dimensional data. Order preserving subspace clusters have been proven to...
Mengsheng Zhang, Wei Wang 0010, Jinze Liu
146
Voted
KDD
2009
ACM
206views Data Mining» more  KDD 2009»
16 years 4 months ago
Ranking-based clustering of heterogeneous information networks with star network schema
A heterogeneous information network is an information network composed of multiple types of objects. Clustering on such a network may lead to better understanding of both hidden s...
Yizhou Sun, Yintao Yu, Jiawei Han
135
Voted
JMLR
2002
157views more  JMLR 2002»
15 years 3 months ago
Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions
This paper introduces the problem of combining multiple partitionings of a set of objects into a single consolidated clustering without accessing the features or algorithms that d...
Alexander Strehl, Joydeep Ghosh
137
Voted
ICANN
2003
Springer
15 years 9 months ago
Weighted Self-Organizing Maps: Incorporating User Feedback
One interesting way of accessing collections of multimedia objects is by methods of visualization and clustering. Growing self-organizing maps provide such a solution, which adapts...
Andreas Nürnberger, Marcin Detyniecki
192
Voted
INFOCOM
2011
IEEE
14 years 7 months ago
iLight: Indoor device-free passive tracking using wireless sensor networks
—Target tracking is a main application of wireless sensor networks (WSNs), and has been studied widely [4], [10]. In this work, we study indoor passive tracking problem using WSN...
XuFei Mao, ShaoJie Tang, XiaoHua Xu, Xiang-Yang Li...