Items where Research Area is "Data Mining and Machine Learning" and Year is 2015

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Number of items: 13.

B

  • Mining Massive Vector Data on Single Instruction Multiple Data Microarchitectures
    Böhm, Christian and Plant, Claudia In: ICDM Workshop on Data Science and Big Data Analytics (DSBDA) 2015 , 13 Nov 2015 , Atlantic City, USA (2015)

    • D

  • Stroke Lesion Segmentation using a Probabilistic Atlas of Cerebral Vascular Territories
    Derntl, A. and Menze, B. and Plant, Claudia In: Int. Conf. on Medical Image Computing and Computer Assisted Intervention , 5-9 Oct 2015 , Munich, Germany (2015)

  • Clustering Techniques for Neuroimaging Applications
    Derntl, Alexandra and Plant, Claudia Wiley Int. Rev. Data Min. and Knowl. Disc., 6 (1). pp. 22-36 ISSN 1942-4795 John Wiley & Sons, Inc. (2015)

    • H

  • Lasso Granger causal models: Some strategies and their efficiency for gene expression regulatory networks
    Hlavackova-Schindler, Katerina and Pereverzyev Jr., Sergiy In: Decision Making: Uncertainty, Imperfection, Deliberation and Scalability. Studies in Computational Intelligence, 1 Springer, pp. 91-117 (2015)

    • K

  • Message Scheduling Methods for Belief Propagation
    Knoll, Christian and Rath, Michael and Tschiatschek, Sebastian and Pernkopf, Franz In: European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD) , 07.-11.09.2015 , Porto, Portugal (2015)

  • Comparing Graphs: Algorithms & Applications
    Kriege, Nils M. PhD thesis (2015)

    • M

  • Anytime Density-based Clustering of Complex Data
    Mai, Son T. and He, Xiao and Feng, Jing and Plant, Claudia and Böhm, Christian Knowl. Inf. Syst., 45 (2). pp. 319-355 ISSN 0219-1377 Springer-Verlag New York, Inc. (2015)

  • Ternary Matrix Factorization: problem definitions and algorithms
    Maurus, S. and Plant, Claudia pp. 1-31 ISSN 0219-1377 (2015)

    • P

  • On Theoretical Properties of Sum-Product Networks
    Peharz, Robert and Tschiatschek, Sebastian and Pernkopf, Franz and Domingos, Pedro M. In: International Conference on Artificial Intelligence and Statistics (AISTATS) , 09.-12.05.2015 , San Diego, California, USA (2015)

    • R

  • Neural Higher-Order Factors in Conditional Random Fields for Phoneme Classification
    Ratajczak, Martin and Tschiatschek, Sebastian and Pernkopf, Franz In: Conference of the International Speech Communication Association (INTERSPEECH) , 06.-10.09.2015 , Dresden, Germany (2015)

  • Structured Regularizer for Neural Higher-Order Sequence Models
    Ratajczak, Martin and Tschiatschek, Sebastian and Pernkopf, Franz In: European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD) , 07.-11.09.2015 , Porto, Portugal (2015)

    • T

  • Parameter Learning of Bayesian Network Classifiers Under Computational Constraints
    Tschiatschek, Sebastian and Pernkopf, Franz In: European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD) , 07.-11.09.2015 , Porto, Portugal (2015)

    • Y

  • Predicting Multiple Functions of Sustainable Flood Retention Basins under Uncertainty via Multi-instance Multi-label Learning
    Yang, Q. and Böhm, Christian and Scholz, M. and Plant, Claudia and Shao, J. pp. 1359-1377 ISSN 0043-1354 (2015)

    • This list was generated on Tue Nov 5 17:17:24 2024 CET.
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