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» A Classification of Design Pattern Evolutions
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ICFP
2005
ACM
14 years 10 months ago
High-level views on low-level representations
This paper explains how the high-level treatment of datatypes in functional languages--using features like constructor functions and pattern matching--can be made to coexist with ...
Iavor S. Diatchki, Mark P. Jones, Rebekah Leslie
KDD
2006
ACM
129views Data Mining» more  KDD 2006»
14 years 11 months ago
Suppressing model overfitting in mining concept-drifting data streams
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
Haixun Wang, Jian Yin, Jian Pei, Philip S. Yu, Jef...
EC
2006
195views ECommerce» more  EC 2006»
13 years 11 months ago
Automated Global Structure Extraction for Effective Local Building Block Processing in XCS
Learning Classifier Systems (LCSs), such as the accuracy-based XCS, evolve distributed problem solutions represented by a population of rules. During evolution, features are speci...
Martin V. Butz, Martin Pelikan, Xavier Llorà...
CASES
2004
ACM
14 years 2 months ago
Automatic data partitioning for the agere payload plus network processor
With the ever-increasing pervasiveness of the Internet and its stringent performance requirements, network system designers have begun utilizing specialized chips to increase the ...
Steve Carr, Philip H. Sweany
KDD
2003
ACM
142views Data Mining» more  KDD 2003»
14 years 11 months ago
Frequent-subsequence-based prediction of outer membrane proteins
A number of medically important disease-causing bacteria (collectively called Gram-negative bacteria) are noted for the extra "outer" membrane that surrounds their cell....
Rong She, Fei Chen 0002, Ke Wang, Martin Ester, Je...