Items where Research Area is "Data Mining and Machine Learning" and Year is 2014

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Number of items: 25.

A

  • Identification of SNP interactions using data-parallel primitives on GPUs
    Altinigneli, Muzaffer Can and Konte, Bettina and Rujescir, Dan and Böhm, Christian and Plant, Claudia In: 2014 IEEE International Conference on Big Data , 27-30 Oct 2014 , Washington, DC, USA (2014)

    • C

  • Mining Medical Data to Obtain Fuzzy Predicates
    Ceruto, Taymi and Lapeira, Orenia and Tonch, Annika and Plant, Claudia and Espin, Rafael and Rosete, Alejandro In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

    • D

  • Enumeration of Maximum Common Subtree Isomorphisms with Polynomial-Delay
    Droschinsky, Andre and Heinemann, Bernhard and Kriege, Nils M. and Mutzel, Petra In: Algorithms and Computation - 25th International Symposium (ISAAC) , 15.-17.12.2014 , Jeonju, Korea (2014)

    • G

  • Finding the Optimal Subspace for Clustering
    Goebl, S. and He, X. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Segmentation and Kinetic Analysis of Breast Lesions in DCE-MR Imaging Using ICA
    Goebl, Sebastian and Meyer-Baese, Anke and Lobbes, Marc and Plant, Claudia In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

    • H

  • Relevant Overlapping Subspace Clusters on Categorical Data
    He, X. and Feng, J. and Konte, B. and Mai, S. T. and Plant, Claudia In: 20th ACM SIGKDD: International Conference on Knowledge Discovery and Data Mining (KDD) , 24-27 Aug 2014 , New York (2014)

  • Granger Causality for ill-posed problems: Methods, ideas and application in life sciences
    Hlavackova-Schindler, Katerina In: International Conference on Stastistics and Causality 2014 , 23-24.5.2014 , Vienna, Austria (2014)

    • K

  • Centroid Clustering of Cellular Lineage Trees
    Khakhutskyy, Valeriy and Schwarzfischer, Michael and Hubig, Nina and Plant, Claudia and Marr, Carsten and Rieger, Michael A. and Schroeder, Timm and Theis, Fabian J. In: Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings , 1-5 Sep 2014 , Munich, Germany (2014)

  • Scaffold hunter: visual analysis of biological activity data
    Klein, Karsten and Koch, Oliver and Kriege, Nils M. and Mutzel, Petra and Schäfer, Till Journal of Cheminformatics, 6 (S1). ISSN 1758-2946 Springer Science and Business Media LLC (2014)

  • On Maximum Common Subgraph Problems in Series-Parallel Graphs
    Kriege, Nils M. and Kurpicz, Florian and Mutzel, Petra In: Combinatorial Algorithms - 25th International Workshop (IWOCA) , 15.-17.10.2014 , Duluth, MN, USA (2014)

  • Finding Maximum Common Biconnected Subgraphs in Series-Parallel Graphs
    Kriege, Nils M. and Mutzel, Petra In: 39th International Symposium on Mathematical Foundations of Computer Science (MFCS) , 26.-29.08.2014 , Budapest, Hungary (2014)

  • The Landscape Metaphor for Visualization of Molecular Similarities
    Kriege, Nils M. and Mutzel, Petra and Gronemann, Martin and Jünger, Michael In: 8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) , 21.-24.02.2013 , Barcelona, Spain (2014)

  • SAHN Clustering in Arbitrary Metric Spaces Using Heuristic Nearest Neighbor Search
    Kriege, Nils M. and Mutzel, Petra and Schäfer, Till In: Algorithms and Computation - 8th International Workshop (WALCOM) , 13.-15.02.2014 , Chennai, India (2014)

  • Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels
    Kriege, Nils M. and Neumann, Marion and Kersting, Kristian and Mutzel, Petra In: 14th IEEE International Conference on Data Mining (ICDM) , 14.-17.12.2014 , Shenzhen, China (2014)

  • Practical SAHN Clustering for Very Large Data Sets and Expensive Distance Metrics
    Kriege, Nils M. and Schäfer, Till and Mutzel, Petra ISSN 1526-1719 (2014)

    • M

  • Ternary Matrix Factorization
    Maurus, S. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Advanced Computer Vision Approaches in Biomedical Image Analysis
    Meyer-Baese, Anke and Plant, Claudia and Saez, Juan Manuel Gorriz Hindawi Publishing, Cairo, Egypt, 347265:1-347265:2 (2014)

    • P

  • Intrinsic Brain Activity of Cognitively Normal Older Persons Resembles More That of Patients Both with and at Risk for Alzheimer's Disease Than That of Healthy Younger Persons
    Pasquini, Lorenzo and Tonch, Annika and Plant, Claudia and Zherdin, Andrew and Ortner, Marion and Kurz, Alexander and Förstl, Hans and Zimmer, Claus and Grimmer, Timo and Wohlschläger, Afra M. and Riedl, Valentin and Sorg, Christian Brain Connectivity, 4 (5). pp. 323-336 ISSN 2158-0014 (2014)

  • Graphical lasso Granger method with 2-level-thresholding for recovering causality networks
    Pereverzyev Jr., Sergiy and Hlavackova-Schindler, Katerina In: System Modeling and Optimization. Springer, pp. 220-229 (2014)

  • Introduction to Probabilistic Graphical Models
    Pernkopf, Franz and Peharz, Robert and Tschiatschek, Sebastian In: Academic Press Library in Signal Processing. Elsevier, pp. 989-1064 (2014)

  • Metric Factorization for Exploratory Analysis of Complex Data
    Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) , 14-17 Dec 2014 , Shenzhen, China (2014)

  • Mining Interaction Patterns among Brain Regions by Clustering
    Plant, Claudia and Zherdin, Andrew and Sorg, Christian and Meyer-Baese, Anke and Wohlschläger, Afra M. IEEE Trans. Knowl. Data Eng., 26 (9). pp. 2237-2249 ISSN 1041-4347 (2014)

    • R

  • Sum-Product Networks for Structured Prediction: Context-Specific Deep Conditional Random Fields
    Ratajczak, Martin and Tschiatschek, Sebastian and Pernkopf, Franz Technical Report. UNSPECIFIED (2014)

    • T

  • Learning Mixtures of Submodular Functions for Image Collection Summarization
    Tschiatschek, Sebastian and Iyer, Rishabh and Wei, Haochen and Bilmes, Jeff In: Neural Information Processing Systems (NIPS) , 08.-13.12.2014 , Montreal, Canada (2014)

  • Integer Bayesian Network Classifiers
    Tschiatschek, Sebastian and Paul, Karin and Pernkopf, Franz In: European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD) , 15.-19.09.2014 , Nancy, France (2014)

    • This list was generated on Thu Apr 18 18:02:07 2024 CEST.
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