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» Application of Linguistic Techniques for Use Case Analysis
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ICDE
2008
IEEE
195views Database» more  ICDE 2008»
15 years 10 days ago
Scalable Rule-Based Gene Expression Data Classification
Abstract-- Current state-of-the-art association rule-based classifiers for gene expression data operate in two phases: (i) Association rule mining from training data followed by (i...
Mark A. Iwen, Willis Lang, Jignesh M. Patel
KDD
2008
ACM
181views Data Mining» more  KDD 2008»
14 years 11 months ago
Learning subspace kernels for classification
Kernel methods have been applied successfully in many data mining tasks. Subspace kernel learning was recently proposed to discover an effective low-dimensional subspace of a kern...
Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Min...
KDD
2003
ACM
149views Data Mining» more  KDD 2003»
14 years 11 months ago
Knowledge-based data mining
We describe techniques for combining two types of knowledge systems: expert and machine learning. Both the expert system and the learning system represent information by logical d...
Søren Damgaard, Sholom M. Weiss, Shubir Kap...
ICFP
2006
ACM
14 years 11 months ago
biXid: a bidirectional transformation language for XML
Often, independent organizations define and advocate different XML formats for a similar purpose and, as a result, application programs need to mutually convert between such forma...
Shinya Kawanaka, Haruo Hosoya
APPROX
2009
Springer
85views Algorithms» more  APPROX 2009»
14 years 5 months ago
Pseudorandom Generators and Typically-Correct Derandomization
The area of derandomization attempts to provide efficient deterministic simulations of randomized algorithms in various algorithmic settings. Goldreich and Wigderson introduced a n...
Jeff Kinne, Dieter van Melkebeek, Ronen Shaltiel