Items where Research Area is "Data Mining and Machine Learning" and Year is 2019

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Number of items: 24.

B

  • Edge minimization in de Bruijn graphs
    Baier, Uwe and Büchler, Thomas and Ohlebusch, Enno and Weber, Pascal ISSN arXiv:1911.00044 (2019)

  • Planting Synchronisation Trees for Discovering Interaction Patterns among Brain Regions
    Bauer, Lena G. M. and Grohs, Philipp and Wohlschläger, Afra and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2019 PhD Forum , 8.-11. Nov 2019 , Beijing, China (2019)

  • ITGC: Information-theoretic grid-based clustering
    Behzadi, Sahar and Hinterhauser, Hermann and Plant, Claudia In: International Conference on Extending Database Technology (EDBT) 2019 , 26-29, March , Lisbon, Portugal (2019)

  • Clustering of Mixed-type Data Considering Concept Hierarchies
    Behzadi, Sahar and Müller, Nikola and Plant, Claudia and Böhm, Christian In: The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2019 , 14-17 April , Macau, China (2019)

  • Granger Causality for Heterogeneous Processes
    Behzadi, Sahar and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia In: The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2019 , 14-17 April , Macau, China (2019)

    • G

  • A General Purpose Algorithm for Counting Simple Cycles and Simple Paths of Any Length
    Giscard, Pierre-Louis and Kriege, Nils M. and Wilson, Richard C. pp. 2716-2737 ISSN 0178-4617 Springer (2019)

  • Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model
    Gong, Wenbo and Tschiatschek, Sebastian and Turner, Richard and Nowozin, Sebastian and Hernández-Lobato, José Miguel In: 33ed Conference Neural Information Processing Systems (NeurIPS) , 08.-14.12.2019 , Vancouver, Canada (2019)

    • I

  • Generalization in Reinforcement Learning with Selective Noise Injection and Information
    Igl, Maximilian and Ciosek, Kamil and Li, Yingzhen and Tschiatschek, Sebastian and Zhang, Cheng and Devlin, Sam and Hofmann, Katja In: 33ed Conference Neural Information Processing Systems (NeurIPS) , 08.-14.12.2019 , Vancouver, Canada (2019)

    • J

  • Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
    Janz, David and Hron, Jiri and Mazur, Przemysław and Hofmann, Katja and Hernández-Lobato, José Miguel and Tschiatschek, Sebastian In: 33ed Conference Neural Information Processing Systems (NeurIPS) , 08.-14.12.2019 , Vancouver, Canada (2019)

    • K

  • Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning
    Kriege, Nils M. In: 27th European Symposium on Artificial Neural Networks (ESANN) , 24.-26.04.2019 , Bruges, Belgium (2019)

  • Computing Optimal Assignments in Linear Time for Approximate Graph Matching
    Kriege, Nils M. and Giscard, Pierre-Louis and Bause, Franka and Wilson, Richard C. In: The 19th IEEE International Conference on Data Mining (ICDM) , 08.-11.11.2019 , Beijing, China (2019)

  • Chemical Similarity and Substructure Searches
    Kriege, Nils M. and Humbeck, Lina and Koch, Oliver In: Encyclopedia of Bioinformatics and Computational Biology. Academic Press, Oxford, 640 - 649 ISBN 978-0-12-811432-2 (2019)

  • A unifying view of explicit and implicit feature maps of graph kernels
    Kriege, Nils M. and Neumann, Marion and Morris, Christopher and Kersting, Kristian and Mutzel, Petra Data Mining and Knowledge Discovery, 33 (6). pp. 1505-1547 ISSN 1384-5810 Springer Science and Business Media LLC (2019)

    • M

  • Deep Embedded Cluster Tree
    Mautz, Dominik and Plant, Claudia and Böhm, Christian In: 2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019 , 08-11 Nov 2019 , Beijing, China (2019)

    • O

  • On the Computation of Longest Previous Non-overlapping Factors
    Ohlebusch, Enno and Weber, Pascal In: String Processing and Information Retrieval. Lecture Notes in Computer Science (11811) Springer, Cham, pp. 372-381 ISBN 978-3-030-32685-2 (2019)

    • P

  • Cache-oblivious High-performance Similarity Join
    Perdacher, Martin and Plant, Claudia and Böhm, Christian In: Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019 , June 30 - July 5, 2019 , Amsterdam (2019)

  • Komplexe Organisation: Digitalisierung als Triebkraft einer veränderten Arbeitswelt
    Peschl, Markus F. and Fundneider, Thomas and Frenzel, Peter and Korunka, Christian and Risak, Martin and Schumich, Simon and Gogola, Michael and Warter, Johannes and Wackersreuther, Bianca and Plant, Claudia and Leichtfried, Matthias University - Society - Industry: Beiträge zum lebensbegleitenden Lernen und Wissenstransfer, 8 Waxmann Verlag GmbH, Münster, Deutschland (2019)

    • S

  • Dataset-Transformation: Improving Clustering by enhancing the structure with DipScaling and DipTransformation
    Schelling, Benjamin and Plant, Claudia pp. 1-28 Springer (2019)

  • DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering (Extended Abstract)
    Schelling, Benjamin and Plant, Claudia In: 49. GI-Jahrestagung INFORMATIK 2019 , 23.-26.9.2019 , Kassel, Deutschland (2019)

  • Synchronization-based clustering on evolving data stream
    Shao, Junming and Tan, Yue and Gao, Lianli and Yang, Qinli and Plant, Claudia and Assent, Ira Inf. Sci., 501. pp. 573-587 (2019)

  • Synchronization-based clustering on evolving data stream
    Shao, Junming and Tan, Yue and Gao, Lianli and Yang, Qinli and Plant, Claudia and Assent, Ira Information Sciences, 501. pp. 573-587 ISSN 0020-0255 (2019)

  • Protein Complex Similarity Based on Weisfeiler-Lehman Labeling
    Stöcker, Bianca K. and Schäfer, Till and Mutzel, Petra and Köster, Johannes and Kriege, Nils M. and Rahmann, Sven In: 12th International Conference on Similarity Search and Applications (SISAP) , 02.-04.10.2019 , Newark, NJ, USA (2019)

  • Network Structure and Transfer Behaviors Embedding via Deep Prediction Model
    Sun, Xin and Song, Zenghui and Dong, Junyu and Yu, Yongbo and Plant, Claudia and Böhm, Christian In: The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Hono , 27 Jan - 01 Feb 2019 , Honolulu, USA (2019)

    • T

  • Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
    Tschiatschek, Sebastian and Ghosh, Ahana and Haug, Luis and Devidze, Rati and Singla, Adish In: 33ed Conference Neural Information Processing Systems (NeurIPS) , 08.-14.12.2019 , Vancouver, Canada (2019)

    • This list was generated on Tue Nov 5 08:49:24 2024 CET.
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