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117
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AUSAI
2008
Springer
15 years 5 months ago
Clustering with XCS on Complex Structure Dataset
Learning Classifier System (LCS) is an effective tool to solve classification problems. Clustering with XCS (accuracy-based LCS) is a novel approach proposed recently. In this pape...
Liangdong Shi, Yang Gao, Lei Wu, Lin Shang
122
Voted
AAAI
2006
15 years 5 months ago
Conflict Resolution and a Framework for Collaborative Interactive Evolution
Interactive evolutionary computation (IEC) has proven useful in a variety of applications by combining the subjective evaluation of a user with the massive parallel search power o...
Sean R. Szumlanski, Annie S. Wu, Charles E. Hughes
135
Voted
FLAIRS
2006
15 years 5 months ago
Annotation of the Complex Terms in Multilingual Corpora
For a long time categorial grammars were regarded as "toys grammars". Indeed, in spite of a very solid theoretical base, categorial grammars remain rather marginal as so...
Ismaïl Biskri, Boubaker Meddeb-Hamrouni, Nico...
106
Voted
AIPS
2003
15 years 5 months ago
GIPO II: HTN Planning in a Tool-supported Knowledge Engineering Environment
In this paper we explore a principled, integrated approach to the process of creating complex planning applications and introduce and evaluate a new hybrid task-reduction planner ...
T. L. McCluskey, Donghong Liu, Ron M. Simpson
122
Voted
FLAIRS
2003
15 years 5 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke