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CEC
2010
IEEE
15 years 1 months ago
Improving GP classification performance by injection of decision trees
This paper presents a novel hybrid method combining genetic programming and decision tree learning. The method starts by estimating a benchmark level of reasonable accuracy, based ...
Rikard König, Ulf Johansson, Tuve Löfstr...
107
Voted
BIBE
2007
IEEE
214views Bioinformatics» more  BIBE 2007»
15 years 7 months ago
Histogram Transformation for Inter-Modality Image Registration
Abstract—This paper describes an efficient image transformation method based on histogram information and some prior knowledge of tissue expression in different modalities for r...
Joerg Meyer
NIPS
2001
15 years 1 months ago
Kernel Machines and Boolean Functions
We give results about the learnability and required complexity of logical formulae to solve classification problems. These results are obtained by linking propositional logic with...
Adam Kowalczyk, Alex J. Smola, Robert C. Williamso...
129
Voted
ICPR
2006
IEEE
16 years 1 months ago
Modelling Crowd Scenes for Event Detection
This work presents an automatic technique for detection of abnormal events in crowds. Crowd behaviour is difficult to predict and might not be easily semantically translated. More...
Ernesto L. Andrade, Robert B. Fisher, Scott Blunsd...
ASP
2005
Springer
15 years 6 months ago
Possibilistic Stable Model Computing
Possibilistic Stable model Semantics is an extension of Stable Model Semantics that allows to merge uncertain and non monotonic reasoning into a unique framework. To achieve this a...
Pascal Nicolas, Claire Lefèvre