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KDD
2000
ACM
153views Data Mining» more  KDD 2000»
13 years 11 months ago
The generalized Bayesian committee machine
In this paper we introduce the Generalized Bayesian Committee Machine (GBCM) for applications with large data sets. In particular, the GBCM can be used in the context of kernel ba...
Volker Tresp
GECCO
2010
Springer
129views Optimization» more  GECCO 2010»
14 years 20 days ago
A probabilistic functional crossover operator for genetic programming
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
Josh C. Bongard
TIT
2008
109views more  TIT 2008»
13 years 7 months ago
Statistical Analysis of Bayes Optimal Subset Ranking
Abstract--The ranking problem has become increasingly important in modern applications of statistical methods in automated decision making systems. In particular, we consider a for...
David Cossock, Tong Zhang
ICSE
2008
IEEE-ACM
14 years 8 months ago
Celadon: a change impact analysis tool for aspect-oriented programs
To reduce the manual effort of assessing potential affected program parts during software evolution, we develop a tool, called Celadon, which automates the change impact analysis ...
Sai Zhang, Zhongxian Gu, Yu Lin, Jianjun Zhao
SAC
2010
ACM
14 years 2 months ago
Extraction of component-environment interaction model using state space traversal
Scalability of software engineering methods can be improved by application of the methods to individual components instead of complete systems. This is, however, possible only if ...
Pavel Parizek, Nodir Yuldashev