Items where Research Area is "Data Mining and Machine Learning" and Year is 2012

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Number of items: 13.

Journal Paper

  • Maximum Margin Bayesian Network Classifiers
    Pernkopf, Franz and Wohlmayr, Michael and Tschiatschek, Sebastian IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 34 (3). pp. 521-531 ISSN 0162-8828 IEEE (2012)

  • Measuring Non-Gaussianity by Phi-Transformed and Fuzzy Histograms
    Plant, Claudia and Son, Mai Thai and Shao, Junming and Theis, Fabian J. and Baese, Anke Meyer and Böhm, Christian Adv. Artificial Neural Systems, 2012. ISSN 1687-7594 (2012)

  • Bayesian Network Classifiers with Reduced Precision Parameters
    Tschiatschek, Sebastian and Reinprecht, Peter and Mücke, Manfred and Pernkopf, Franz pp. 74-89 Springer (2012)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Designing q-Unique DNA Sequences with Integer Linear Programs and Euler Tours in De Bruijn Graphs
    D'Addario, Marianna and Kriege, Nils M. and Rahmann, Sven In: German Conference on Bioinformatics (GCB) , 20.-22.09.2012 , Jena, Germany (2012)

  • Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset
    Dyrba, Martin and Ewers, Michael and Wegrzyn, Martin and Kilimann, Ingo and Plant, Claudia and Oswald, Annahita and Meindl, Thomas and Pievani, Michela and Bokde, Arun L. W. and Fellgiebel, Andreas and Filippi, Massimo and Hampel, Harald and Klöppel, Stefan and Hauenstein, Karlheinz and Kirste, Thomas and Teipel, Stefan J. In: Second International Workshop on Multimodal Brain Image Analysis (MBIA 2012) , 1-5 Oct 2012 , Nice, France (2012)

  • Summarization-based Mining Bipartite Graphs
    Feng, J. and He, X. and Konte, B. and Böhm, Christian and Plant, Claudia In: IGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012 , 12-16 Aug 2012 , Beijing, China (2012)

  • Subgraph Matching Kernels for Attributed Graphs
    Kriege, Nils M. and Mutzel, Petra In: 29th International Conference on Machine Learning (ICML) , 26.06.-01.07.2012 , Edinburgh, Scotland, UK (2012)

  • SCAFFOLD HUNTER - Visual Analysis of Chemical Compound Databases
    Kriege, Nils M. and Mutzel, Petra and Klein, Karsten In: International Conference on Computer Graphics Theory and Applications (GRAPP) , 24.-26.02.2012 , Rome, Italy (2012)

  • A Similarity and Segmentation Algorithm for White Matter Fiber Tracts
    Mai, S. T. and Goebl, S. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2012 , 10-13 Dec 2012 , Brussels, Belgium (2012)

  • Dependency Clustering across Measurement Scales
    Plant, Claudia In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2012 , 12-16 Aug 2012 , Beijing, China (2012)

  • Handling Missing Features in Maximum Margin Bayesian Network Classifiers
    Tschiatschek, Sebastian and Mutsam, Nikolaus and Pernkopf, Franz In: International Workshop on Machine Learning for Signal Processing (MLSP) , 23.-26.099.2012 , Santander, Spain (2012)

  • Convex Combinations of Maximum Margin Bayesian Network Classifiers
    Tschiatschek, Sebastian and Pernkopf, Franz In: International Conference on Pattern Recognition Applications and Methods (ICPRAM) , 06.-08.02.2012 , Vilamoura, Portugal (2012)

    • Book Section/Chapter

  • The assumption of non-Gaussianity in natural and social sciences and its influence on detection of causal relationships
    Hlavackova-Schindler, Katerina In: Theoretical and Methodological Approaches to Social Sciences and Knowledge Management. Intech, pp. 77-94 ISBN 978-953-51-0687-6 (2012)

    • This list was generated on Fri Dec 27 03:48:30 2024 CET.
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