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» A Kernel Approach to Comparing Distributions
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KDD
2008
ACM
138views Data Mining» more  KDD 2008»
16 years 1 months ago
Quantitative evaluation of approximate frequent pattern mining algorithms
Traditional association mining algorithms use a strict definition of support that requires every item in a frequent itemset to occur in each supporting transaction. In real-life d...
Rohit Gupta, Gang Fang, Blayne Field, Michael Stei...
117
Voted
GECCO
2005
Springer
158views Optimization» more  GECCO 2005»
15 years 7 months ago
Constructive induction and genetic algorithms for learning concepts with complex interaction
Constructive Induction is the process of transforming the original representation of hard concepts with complex interaction into a representation that highlights regularities. Mos...
Leila Shila Shafti, Eduardo Pérez
126
Voted
FPGA
2004
ACM
163views FPGA» more  FPGA 2004»
15 years 5 months ago
Time and area efficient pattern matching on FPGAs
Pattern matching for network security and intrusion detection demands exceptionally high performance. Much work has been done in this field, and yet there is still significant roo...
Zachary K. Baker, Viktor K. Prasanna
108
Voted
SWAP
2008
15 years 2 months ago
A Note on the Evaluation of Inductive Concept Classification Procedures
Abstract. The limitations of deductive logic-based approaches at deriving operational knowledge from ontologies may be overcome by inductive (instancebased) methods, which are usua...
Claudia d'Amato, Nicola Fanizzi, Floriana Esposito
BMCBI
2008
105views more  BMCBI 2008»
15 years 1 months ago
Improving the prediction of mRNA extremities in the parasitic protozoan Leishmania
Background: Leishmania and other members of the Trypanosomatidae family diverged early on in eukaryotic evolution and consequently display unique cellular properties. Their appare...
Martin Smith, Mathieu Blanchette, Barbara Papadopo...