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» Data mining for discrimination discovery
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TKDE
2002
148views more  TKDE 2002»
13 years 8 months ago
A Survey of Temporal Knowledge Discovery Paradigms and Methods
John F. Roddick, Myra Spiliopoulou
PKDD
2010
Springer
138views Data Mining» more  PKDD 2010»
13 years 7 months ago
Constructing Nonlinear Discriminants from Multiple Data Views
There are many situations in which we have more than one view of a single data source, or in which we have multiple sources of data that are aligned. We would like to be able to bu...
Tom Diethe, David R. Hardoon, John Shawe-Taylor
PAKDD
2000
ACM
100views Data Mining» more  PAKDD 2000»
14 years 10 days ago
Discovery of Relevant Weights by Minimizing Cross-Validation Error
In order to discover relevant weights of neural networks, this paper proposes a novel method to learn a distinct squared penalty factor for each weight as a minimization problem ov...
Kazumi Saito, Ryohei Nakano
HIPC
1999
Springer
14 years 1 months ago
High Performance Data Mining
Abstract. Recent times have seen an explosive growth in the availability of various kinds of data. It has resulted in an unprecedented opportunity to develop automated data-driven ...
Vipin Kumar, Jaideep Srivastava
SIGKDD
2000
237views more  SIGKDD 2000»
13 years 8 months ago
The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation
Advances in data collection and storage have allowed organizations to create massive, complex and heterogeneous databases, which have stymied traditional methods of data analysis....
Stephen D. Bay, Dennis F. Kibler, Michael J. Pazza...