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Titlebook: Current Topics in Artificial Intelligence; 13th Conference of t Pedro Meseguer,Lawrence Mandow,Rafael M. Gasca Conference proceedings 2010

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Improving Isolated Handwritten Word Recognition Using a Specialized Classifier for Short Wordskov models with neural networks (HMM/ANN). In order to study the systems without the influence of the language model, an isolated word recognition task has been performed. The analysis of the influence of word lengths on the error rates of the recognizers has lead to combine those classifiers with a
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Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5data sets but in every data set. Weiss and Provost suggested that each domain has an optimal class distribution to be used for training. The aim of this work was to analyze the truthfulness of this hypothesis in the context of decision tree learners. With this aim we found the optimal class distribu
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CBR Outcome Evaluation for High Similar Cases: A Preliminary Approachcertain scenarios CBR finds difficulties to obtain a reliable solution when retrieved cases are highly similar. For example, patients from an Intensive Care Unit are critical patients in which slight variations of monitored parameters have a deep impact on the patient severity evaluation. In this sc
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