Search for dissertations about: "Classifiers"
Showing result 1 - 5 of 91 swedish dissertations containing the word Classifiers.
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1. A typology of classifiers and gender : From description to computation
Abstract : Categorization is one the most relevant tasks realized by humans during their life, as we consistently need to categorize the things and experience that we encounter. Such need is reflected in language via various mechanisms, the most prominent being nominal classification systems (e.g. READ MORE
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2. Surface Status Classification, Utilizing Image Sensor Technology and Computer Models
Abstract : There is a great need to develop systems that can continuously provide correct information about road surface status depending on the prevailing weather conditions. This will minimize accidents and optimize transportation. READ MORE
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3. On Effectively Creating Ensembles of Classifiers : Studies on Creation Strategies, Diversity and Predicting with Confidence
Abstract : An ensemble is a composite model, combining the predictions from several other models. Ensembles are known to be more accurate than single models. Diversity has been identified as an important factor in explaining the success of ensembles. READ MORE
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4. Decision Algebra : A General Approach to Learning and Using Classifiers
Abstract : Processing decision information is a vital part of Computer Science fields in which pattern recognition problems arise. Decision information can be generalized as alternative decisions (or classes), attributes and attribute values, which are the basis for classification. READ MORE
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5. Approximations of Bayes Classifiers for Statistical Learning of Clusters
Abstract : It is rarely possible to use an optimal classifier. Often the classifier used for a specific problem is an approximation of the optimal classifier. Methods are presented for evaluating the performance of an approximation in the model class of Bayesian Networks. READ MORE