Items where Research Area is "Data Mining and Machine Learning" and Year is 2013

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Number of items: 13.

A

  • Massively Parallel Expectation Maximization Using Graphics Processing Units
    Altinigneli, M. C. and Plant, Claudia and Böhm, Christian In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013 , 11-14 Aug 2013 , Chicago, Illinois USA (2013)

    • D

  • Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer's Disease Using Machine Learning Classification of Multicenter DTI Data
    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. and the EDSD study group, . PLOS ONE, 8 (5). pp. 1-14 ISSN 1932-6203 Public Library of Science (2013)

    • F

  • Compression-based Graph Mining Exploiting Structure Primitives
    Feng, J. and He, X. and Hubing, N. and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2013 , 7-10 Dec 2013 , Dallas, Texas (2013)

    • G

  • MolMap - Visualizing Molecule Libraries as Topographic Maps
    Gronemann, Martin and Jünger, Michael and Kriege, Nils M. and Mutzel, Petra In: 8th International Conference on Computer Graphics Theory and Applications and 4th International Conference on Information Visualization Theory and Applications (GRAPP & IVAPP) , 21.-24.02.2013 , Barcelona, Spain (2013)

    • H

  • Granger lasso causal models in higher dimensions: Application to gene expression regulatory networks
    Hlavackova-Schindler, Katerina and Bouzari, Hamed In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2013 , September 2013 , Prague, Czech Republic (2013)

    • K

  • Visual Analysis of Biological Activity Data with Scaffold Hunter
    Klein, Karsten and Koch, Oliver and Kriege, Nils M. and Mutzel, Petra and Schäfer, Till Molecular Informatics, 32 (11-12). pp. 964-975 ISSN 1868-1743 Wiley (2013)

  • Scaffold Hunter: Facilitating Drug Discovery by Visual Analysis of Chemical Space
    Klein, Karsten and Kriege, Nils M. and Mutzel, Petra In: 7th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) , 24.-26.02.2012 , Rome, Italy (2013)

    • M

  • Active Density-based Clustering
    Mai, S. T. and He, X. and Hubig, N. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining (ICDM) , 7-10 Dec 2013 , Dallas, Texas (2013)

    • P

  • The Most Generative Maximum Margin Bayesian Networks
    Peharz, Robert and Tschiatschek, Sebastian and Pernkopf, Franz In: International Conference on Machine Learning (ICML) , 16.-21.06.2013 , Atlanta, USA (2013)

    • R

  • Computer-aided diagnosis for diagnostically challenging breast lesions in DCE-MRI based on image registration and integration of morphologic and dynamic characteristics
    Retter, Felix and Plant, Claudia and Burgeth, Bernhard and Botella, Guillermo and Schlossbauer, Thomas and Meyer-Baese, Anke EURASIP J. Adv. Sig. Proc., 2013. p. 157 ISSN 1687-6180 (2013)

    • S

  • Robust Synchronization-Based Graph Clustering
    Shao, Junming and He, Xiao and Yang, Qinli and Plant, Claudia and Böhm, Christian In: 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013) , 14-17 Apr 2013 , Gold Coast, Australia (2013)

    • T

  • Bounds for Bayesian Network Classifiers with Reduced Precision Parameters
    Tschiatschek, Sebastian and Cancino Chacón, Carlos Eduardo and Pernkopf, Franz In: International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 26.-31.05.2013 , Vancouver, Canada (2013)

  • Asymptotic Optimality of Maximum Margin Bayesian Networks
    Tschiatschek, Sebastian and Pernkopf, Franz In: International Conference on Artificial Intelligence and Statistics (AISTATS) , 29.04.-01.05.2013 , Scottsdale, Arizona, USA (2013)

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