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Titlebook: Learning Classifier Systems; 10th International W Jaume Bacardit,Ester Bernadó-Mansilla,Keiki Takada Conference proceedings 2008 Springer-V

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Substructural Surrogates for Learning Decomposable Classification Problemsethod consists of three important components: (1) a structural model, which represents salient interactions between attributes for a given data, (2) a surrogate model, which provides a functional approximation of the output as a function of attributes, and (3) a classification model, which predicts
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Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier Systemstrate its usefulness in combination with GAssist, a Pittsburgh-style Learning Classifier System. Two types of ensembles are tested. First we evaluate an ensemble for consensus prediction. In this case several rule sets learnt using GAssist with different initial random seeds are combined using a fl
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Technology Extraction of Expert Operator Skills from Process Time Series Datamodels are described as a set of control models, it is difficult to explain complicated and active plant behaviors. To uncover complex plant behaviors, this paper proposes a new method of developing a process response model from continuous time-series data. The method consists of the following phase
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Analysing Learning Classifier Systems in Reactive and Non-reactive Robotic Taskso analyse the performance of the strength-based LCS and the accuracy-based LCS, named EXtended Learning Classifier System (XCS), when applied to two distinct robotic tasks. The first task is purely reactive, which means that the action to be performed can rely only on the current status of the senso
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the modality of choice can enable them to see.  .Edited by Robert H. Cleveland, MD, Professor of Radiology at Harvard Medical School and Chief of the Division of Diagnostic Radiology at Children’s Hospital Boston, the book includes a talented group of associate editors and contributing authors who
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Charalambos Ioannides,Will Browne the modality of choice can enable them to see.  .Edited by Robert H. Cleveland, MD, Professor of Radiology at Harvard Medical School and Chief of the Division of Diagnostic Radiology at Children’s Hospital Boston, the book includes a talented group of associate editors and contributing authors who
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Albert Orriols-Puig,Jorge Casillas,Ester Bernadó-Mansilla the modality of choice can enable them to see.  .Edited by Robert H. Cleveland, MD, Professor of Radiology at Harvard Medical School and Chief of the Division of Diagnostic Radiology at Children’s Hospital Boston, the book includes a talented group of associate editors and contributing authors who
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