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Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Dimitrios Gunopulos,Thomas Hofmann,Michalis Vazirg Conference p

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Enriching Education through Data Miningtion. Using these phrases, we find web (Wikipedia) articles that represent the central concepts presented in the section and augment the section with links to them [4]. We also describe a framework for finding images that are most relevant to a section of the textbook, while respectingglobal relevan
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Preference-Based Policy Learninghe robot is from any target) due to the simulator-free setting. As a second contribution, this paper proposes a representation based on the agnostic exploitation of the robotic log..The convergence of PPL is analytically studied and its experimental validation on two problems, involving a single rob
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Constrained Logistic Regression for Discriminative Pattern Mining the data distributions using the changes in the classification boundary of these models. We demonstrate the advantages of the proposed work over other methods available in the literature using both synthetic and real-world datasets.
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Novel Fusion Methods for Pattern Recognitioneatures combinations, due to regularization based on ℓ.-norm, and lead to a selection of a subset of feature channels, which is not good in the case of informative channels. Therefore, we generalize existing classifier fusion formulations to arbitrary ℓ.-norm for binary and multiclass problems which
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