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KDD
2005
ACM
86views Data Mining» more  KDD 2005»
14 years 9 months ago
Unweaving a web of documents
Ramanathan V. Guha, Ravi Kumar, D. Sivakumar, Ravi...
KDD
2005
ACM
80views Data Mining» more  KDD 2005»
14 years 9 months ago
Wavelet synopsis for data streams: minimizing non-euclidean error
We consider the wavelet synopsis construction problem for data streams where given n numbers we wish to estimate the data by constructing a synopsis, whose size, say B is much sma...
Sudipto Guha, Boulos Harb
KDD
2005
ACM
118views Data Mining» more  KDD 2005»
14 years 9 months ago
The predictive power of online chatter
Daniel Gruhl, Ramanathan V. Guha, Ravi Kumar, Jasm...
KDD
2005
ACM
166views Data Mining» more  KDD 2005»
14 years 9 months ago
Creating social networks to improve peer-to-peer networking
Andrew Fast, David Jensen, Brian Neil Levine
KDD
2005
ACM
104views Data Mining» more  KDD 2005»
14 years 9 months ago
Mining tree queries in a graph
We present an algorithm for mining tree-shaped patterns in a large graph. Novel about our class of patterns is that they can contain constants, and can contain existential nodes w...
Bart Goethals, Eveline Hoekx, Jan Van den Bussche
KDD
2005
ACM
171views Data Mining» more  KDD 2005»
14 years 9 months ago
Deriving marketing intelligence from online discussion
Weblogs and message boards provide online forums for discussion that record the voice of the public. Woven into this mass of discussion is a wide range of opinion and commentary a...
Natalie S. Glance, Matthew Hurst, Kamal Nigam, Mat...
KDD
2005
ACM
123views Data Mining» more  KDD 2005»
14 years 9 months ago
Dimension induced clustering
Aristides Gionis, Alexander Hinneburg, Spiros Papa...
KDD
2005
ACM
160views Data Mining» more  KDD 2005»
14 years 9 months ago
Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering
Heterogeneous data co-clustering has attracted more and more attention in recent years due to its high impact on various applications. While the co-clustering algorithms for two t...
Bin Gao, Tie-Yan Liu, Xin Zheng, QianSheng Cheng, ...
KDD
2005
ACM
117views Data Mining» more  KDD 2005»
14 years 9 months ago
Rule extraction from linear support vector machines
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
Glenn Fung, Sathyakama Sandilya, R. Bharat Rao
KDD
2005
ACM
193views Data Mining» more  KDD 2005»
14 years 9 months ago
An approach to spacecraft anomaly detection problem using kernel feature space
Development of advanced anomaly detection and failure diagnosis technologies for spacecraft is a quite significant issue in the space industry, because the space environment is ha...
Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida