Titlebook: Algorithmic Learning Theory; 23rd International C Nader H. Bshouty,Gilles Stoltz,Thomas Zeugmann Conference proceedings 2012 Springer-Verla

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Some Rates of Convergence for the Selected Lasso Estimator and Meynet (2011) as an adaptation of the Lasso suited to deal with infinite dictionaries. We use the oracle inequality established by Massart and Meynet (2011) to derive rates of convergence of this estimator on a wide range of function classes described by interpolation spaces such as in Barron e

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Recent Developments in Pattern Miningquent itemsets have been proposed. These exhaustive algorithms, however, all suffer from the pattern explosion problem. Depending on the minimal support threshold, even for moderately sized databases, millions of patterns may be generated. Although this problem is by now well recognized in te patter

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Exploring Sequential Datapages, or professional careers. Addressed topics include the rendering of state and event sequences, longitudinal characteristics of sequences, measuring pairwise dissimilarities and dissimilarity-based analysis of sequence data such as clustering, representative sequences, and regression trees. The

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Nader H. Bshouty,Gilles Stoltz,Thomas ZeugmannUp-to-date results.Fast track conference proceedings.State-of-the-art report

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,Abschied vom Begriff der Homogenit?t,tures and the regular contributions are introduced in some more detail... It is now a tradition of the co-located conferences ALT and DS to have a joint invited speaker–namely this year, Luc De Raedt. Since 2006 he is a full research professor at the Department of Computer Science of the Katholieke

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Naturphilosophie und Naturwissenschaften,e learning or data mining techniques. This is because machine learning and data mining have focussed on developing high-performance algorithms for solving particular tasks rather than on developing general principles and techniques. I propose to alleviate these problems by applying the constraint pr