Volume 21, Number 1, July 2010

Special Issue: Global Modeling Using Local Patterns

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  Johannes Fürnkranz, Arno J. Knobbe: Guest Editorial: Global modeling using local patterns. 1-8
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  Siegfried Nijssen, Élisa Fromont: Optimal constraint-based decision tree induction from itemset lattices. 9-51
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  Krzysztof Dembczynski, Wojciech Kotlowski, Roman Slowinski: ENDER: a statistical framework for boosting decision rules. 52-90
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  Paulo J. Azevedo, Alípio Mário Jorge: Ensembles of jittered association rule classifiers. 91-129
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  Bernd Wiswedel, Frank Höppner, Michael R. Berthold: Learning in parallel universes. 130-152
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  Hassan H. Malik, John R. Kender, Dmitriy Fradkin, Fabian Mörchen: Hierarchical document clustering using local patterns. 153-185
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  Szymon Jaroszewicz: Using interesting sequences to interactively build Hidden Markov Models. 186-220

Volume 21, Number 2, September 2010

Special Issue: Selected Papers from ECML PKDD 2010

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  José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag: Guest editors' introduction: special issue of selected papers from ECML PKDD 2010. 221-223
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  Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang: A game-theoretic framework to identify overlapping communities in social networks. 224-240
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  Dimitrios Mavroeidis: Accelerating spectral clustering with partial supervision. 241-258
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  Matthijs van Leeuwen: Maximal exceptions with minimal descriptions. 259-276
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  Toon Calders, Sicco Verwer: Three naive Bayes approaches for discrimination-free classification. 277-292
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  Nikolaj Tatti, Michael Mampaey: Using background knowledge to rank itemsets. 293-309
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  Andrea Pietracaprina, Matteo Riondato, Eli Upfal, Fabio Vandin: Mining top-K frequent itemsets through progressive sampling. 310-326
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  Aditya Krishna Menon, Charles Elkan: Predicting labels for dyadic data. 327-343

Volume 21, Number 3, November 2010

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  Carlos Ruiz, Myra Spiliopoulou, Ernestina Menasalvas Ruiz: Density-based semi-supervised clustering. 345-370
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  Tianyi Wu, Yuguo Chen, Jiawei Han: Re-examination of interestingness measures in pattern mining: a unified framework. 371-397
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  Bruno Baruque, Emilio Corchado: A weighted voting summarization of SOM ensembles. 398-426
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  Eric Bae, James Bailey, Guozhu Dong: A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings. 427-471
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  Tamás Horváth, Jan Ramon, Stefan Wrobel: Frequent subgraph mining in outerplanar graphs. 472-508
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  Vit Niennattrakul, Pongsakorn Ruengronghirunya, Chotirat Ann Ratanamahatana: Exact indexing for massive time series databases under time warping distance. 509-541
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  Germán Creamer, Salvatore J. Stolfo: Erratum to: A link mining algorithm for earnings forecast and trading. 542