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ICDM
2006
IEEE
92views Data Mining» more  ICDM 2006»
14 years 2 months ago
Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams
Data stream values are often associated with multiple aspects. For example, each value from environmental sensors may have an associated type (e.g., temperature, humidity, etc) as...
Jimeng Sun, Spiros Papadimitriou, Philip S. Yu
SDM
2008
SIAM
123views Data Mining» more  SDM 2008»
13 years 10 months ago
Constrained Co-clustering of Gene Expression Data
In many applications, the expert interpretation of coclustering is easier than for mono-dimensional clustering. Co-clustering aims at computing a bi-partition that is a collection...
Ruggero G. Pensa, Jean-François Boulicaut
SDM
2007
SIAM
130views Data Mining» more  SDM 2007»
13 years 10 months ago
Maximizing the Area under the ROC Curve with Decision Lists and Rule Sets
Decision lists (or ordered rule sets) have two attractive properties compared to unordered rule sets: they require a simpler classification procedure and they allow for a more co...
Henrik Boström
JCP
2006
74views more  JCP 2006»
13 years 8 months ago
Local Boosting of Decision Stumps for Regression and Classification Problems
Numerous data mining problems involve an investigation of associations between features in heterogeneous datasets, where different prediction models can be more suitable for differ...
Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Pan...
DASFAA
2008
IEEE
125views Database» more  DASFAA 2008»
14 years 3 months ago
A Search Engine for Browsing the Wikipedia Thesaurus
Wikipedia has become a huge phenomenon on the WWW. As a corpus for knowledge extraction, it has various impressive characteristics such as a huge amount of articles, live updates, ...
Kotaro Nakayama, Takahiro Hara, Shojiro Nishio