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KDD
2005
ACM
171views Data Mining» more  KDD 2005»
14 years 5 months ago
Application of kernels to link analysis
Abstract. The application of kernel methods to link analysis is explored. We argue that a family of kernels on graphs provides a unified perspective on the three measures proposed ...
Takahiko Ito, Masashi Shimbo, Taku Kudo, Yuji Mats...
KDD
2005
ACM
161views Data Mining» more  KDD 2005»
14 years 5 months ago
Combining email models for false positive reduction
Machine learning and data mining can be effectively used to model, classify and discover interesting information for a wide variety of data including email. The Email Mining Toolk...
Shlomo Hershkop, Salvatore J. Stolfo
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
14 years 5 months ago
Finding similar files in large document repositories
George Forman, Kave Eshghi, Stephane Chiocchetti
KDD
2005
ACM
86views Data Mining» more  KDD 2005»
14 years 5 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 5 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 5 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 5 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 5 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 5 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 5 months ago
Dimension induced clustering
Aristides Gionis, Alexander Hinneburg, Spiros Papa...