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» Decision Support Systems Using Ensemble Genetic Programming
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WSC
2004
13 years 7 months ago
Decision Tree Module Within Decision Support Simulation System
Decision trees are one of the most easy to use tools in decision analysis. Problems where decision tree branches are based on random variables have not received much attention. Th...
Mohamed Moussa, Janaka Y. Ruwanpura, George Jergea...
EUROGP
2003
Springer
259views Optimization» more  EUROGP 2003»
13 years 11 months ago
Research of a Cellular Automaton Simulating Logic Gates by Evolutionary Algorithms
This paper presents a method of using genetic programming to seek new cellular automata that perform computational tasks. Two genetic algorithms are used : the first one discovers ...
Emmanuel Sapin, Olivier Bailleux, Jean-Jacques Cha...
GECCO
2007
Springer
186views Optimization» more  GECCO 2007»
14 years 15 days ago
Knowledge reuse in genetic programming applied to visual learning
We propose a method of knowledge reuse for an ensemble of genetic programming-based learners solving a visual learning task. First, we introduce a visual learning method that uses...
Wojciech Jaskowski, Krzysztof Krawiec, Bartosz Wie...
IEEEIAS
2008
IEEE
14 years 23 days ago
Ensemble of One-Class Classifiers for Network Intrusion Detection System
To achieve high accuracy while lowering false alarm rates are major challenges in designing an intrusion detection system. In addressing this issue, this paper proposes an ensembl...
Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam ...
ECAI
2008
Springer
13 years 8 months ago
A decision support system for breast cancer detection in screening programs
The goal of breast cancer screening programs is to detect cancers at an early (preclinical) stage, by using periodic mammographic examinations in asymptomatic women. In evaluating ...
Marina Velikova, Peter J. F. Lucas, Nivea de Carva...