Items where Research Area is "Data Mining and Machine Learning" and Year is 2018

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Number of items: 22.

B

  • Parameter Free Mixed-Type Density-Based Clustering
    Behzadi, Sahar and Ibrahim, M. A. and Plant, Claudia In: DEXA (2018) , 3-6 Sep 2018 , Regensburg, Germany (2018)

  • A Novel Hilbert Curve for Cache-locality Preserving Loops
    Böhm, Christian and Perdacher, Martin and Plant, Claudia IEEE Transactions on Big Data. pp. 1-14 ISSN 2332-7790 (2018)

    • D

  • A Fixed-Parameter Algorithm for the Max-Cut Problem on Embedded 1-Planar Graphs
    Dahn, Christine and Kriege, Nils M. and Mutzel, Petra In: 29th International Workshop on Combinatorial Algorithms (IWOCA) , 16.-19.07.2018 , Singapore (2018)

  • Optimally Searching for Cancer Genes Using Submodular Models
    Dresdner, Gideon and Tschiatschek, Sebastian and and Gunnar Rätsch, Viktor Gál Technical Report. UNSPECIFIED (Unpublished) (2018)

  • Largest Weight Common Subtree Embeddings with Distance Penalties
    Droschinsky, Andre and Kriege, Nils M. and Mutzel, Petra In: 43rd International Symposium on Mathematical Foundations of Computer Science (MFCS) , 27.-31.08.2018 , Liverpool, UK (2018)

    • F

  • Fast approximate hubness reduction for large high-dimensional data
    Feldbauer, Roman and Leodolter, Maximilian and Plant, Claudia and Flexer, Arthur In: ICBK International Conference on Big Knowledge 2018 , 17-18 Nov 2018 , Singapore (2018)

  • Combining spatial information and optimization for locating emergency medical service stations: A case study for Lower Austria
    Fritze, Robert and Graser, Anita and Sinnl, Markus International Journal of Medical Informatics, 111. 24 - 36 ISSN 1386-5056 (2018)

    • H

  • Teaching inverse reinforcement learners via features and demonstrations
    Haug, Luis and Tschiatschek, Sebastian and Singla, Adish In: Thirty-second Conference on Neural Information Processing Systems (NIPS) 2018 , 03.-07.12.2018 , Montreal, Canada (2018)

  • Learning User Preferences to Incentivize Exploration in the Sharing Economy
    Hirnschall, Christhop and Singla, Adish and Tschiatschek, Sebastian and Krause, Andreas In: Conference on Artificial Intelligence (AAAI) , 02.-07.02.2018 , New Orleans, Louisiana, USA (2018)

    • K

  • A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs
    Kriege, Nils M. and Droschinsky, Andre and Mutzel, Petra Journal of Graph Algorithms and Applications, 22 (4). pp. 607-616 ISSN 1526-1719 (2018)

  • Recognizing Cuneiform Signs Using Graph Based Methods
    Kriege, Nils M. and Fey, Matthias and Fisseler, Denis and Mutzel, Petra and Weichert, Frank In: International Workshop on Cost-Sensitive Learning, COST@SDM 2018 , 03.-05.05.2018 , San Diego, California, USA (2018)

  • A Property Testing Framework for the Theoretical Expressivity of Graph Kernels
    Kriege, Nils M. and Morris, Christopher and Rey, Anja and Sohler, Christian In: 27th International Joint Conference on Artificial Intelligence (IJCAI) , 13.07.2018 , Stockholm, Sweden (2018)

  • On maximum common subgraph problems in series–parallel graphs
    Kriege, Nils M. and Mutzel, Petra and Kurpicz, Florian ISSN 0195-6698 ScienceDirect (2018)

    • L

  • Automatic Detection of Warped Patterns in Time Series: The Caterpillar Algorithm
    Leodolter, Maximilian and Braendle, Norbert and Plant, Claudia In: ICBK International Conference on Big Knowledge 2018 , 17-18 Nov 2018 , Singapore (2018)

  • IncDTW: an R package for Incremental Dynamic Time Warping
    Leodolter, Maximilian and Braendle, Norbert and Plant, Claudia In: eRum 2018 , 14-16 May , Budapest, Hugary (2018)

    • M

  • Discovering Non-Redundant K-means Clusterings in Optimal Subspaces
    Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018 , 19 - 23 Aug 2018 , London, United Kingdom (2018)

    • R

  • Hybrid Generative-Discriminative Training of Gaussian Mixture Models
    Roth, Wolfgang and Peharz, Robert and Tschiatschek, Sebastian and Pernkopf, Franz Pattern Recognition Letters, 112. pp. 131-137 ISSN 0167-8655 Elsevier (2018)

    • S

  • DipTransformation: Enhancing the Structure of a Dataset and thereby improving Clustering
    Schelling, Benjamin and Plant, Claudia In: IEEE International Conference on Data Mining 2018 (ICDM) , 17-20 Nov 2018 , Singapore (2018)

  • KMN - Removing Noise from K-Means Clustering Results
    Schelling, Benjamin and Plant, Claudia In: 20th International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2018 , 03-06 Sep 2018 , Regensburg, Germany (2018)

  • Transferring deep knowledge for object recognition in Low-quality underwater videos
    Sun, Xin and Shi, Junyu and Liu, Lipeng and Dong, Junyu and Plant, Claudia and Wang, Xinhua and Zhou, Huiyu Neurocomputing, 275. pp. 897-908 ISSN 0925-2312 (2018)

    • T

  • Differentiable Submodular Maximization
    Tschiatschek, Sebastian and Sahin, Aytunc and Krause, Andreas In: International Conference on Artificial Intelligence (IJCAI) , 13.-19.06.2018 , Stockholm, Sweden (2018)

  • Fake News Detection in Social Networks via Crowd Signals
    Tschiatschek, Sebastian and Singla, Adish and Gomez Rodriguez, Manuel and Merchant, Arpit and Krause, Andreas In: Companion of the The Web Conference 2018 (WWW) , 23.-27.04.2018 , Lyon, France (2018)

    • This list was generated on Tue Nov 5 05:25:26 2024 CET.
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