Items where Research Area is "Data Mining and Machine Learning" and Year is 2017

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Number of items: 23.

  • Dependency anomaly detection for heterogeneous time series: A Granger-Lasso approach
    Behzadi, Sahar and Hlavackova-Schindler, Katerina and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2017 , 18-21 Nov 2017 , New Orleans, USA (2017)

  • Dependency anomaly detection for heterogeneous time series: A Granger-Lasso approach
    Behzadi, Sahar and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2017 , 18-21 Nov 2017 , New Orleans, USA (2017)

  • Guarantees for Greedy Maximization of Non-submodular Functions with Applications
    Bian, Andrew An and Buhmann, Joachim M. and Krause, Andreas and Tschiatschek, Sebastian In: Thirty-fourth International Conference on Machine Learning (ICML) , 06.-11.08.2017 , Sidney, Australia (2017)

  • Multi-core K-means
    Böhm, Christian and Perdacher, Martin and Plant, Claudia In: 17. SIAM International Conference on Data Mining 2017 , 27.04.2017 - 30.04.2017 , Houston, Texas, USA (2017)

  • Finding Largest Common Substructures of Molecules in Quadratic Time
    Droschinsky, Andre and Kriege, Nils M. and Mutzel, Petra In: 43rd International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM) , 16.-20.01.2017 , Lero - Limerick, Irland (2017)

  • Multi-penalty regularization for detecting relevant variables
    Hlavackova-Schindler, Katerina and Naumova, Valeriya and Pereverzyev Jr., Sergiy In: Recent Applications of Harmonic Analysis to Function Spaces, Differential Equations, and Data Science. Novel Methods in Harmonic Analysis, 2 Birkhäuser Basel, Basel, pp. 889-916 ISBN 2296-5009 (2017)

  • Information-Theoretic Non-redundant Subspace Clustering
    Hubig, Nina and Plant, Claudia In: Advances in Knowledge Discovery and Data Mining. Springer International Publishing, Cham, pp. 198-209 (2017)

  • Graphical Granger causality for detection of temporal anomalies in EEG Data
    Kovac, Anton and Hlavackova-Schindler, Katerina In: Conference Cognition and Artificial Life , 31.5-2.6. 2017 , Trencianske Teplice. Slovakia (2017)

  • Recent Advances in Kernel-Based Graph Classification
    Kriege, Nils M. and Morris, Christopher In: Machine Learning and Knowledge Discovery in Databases (ECML PKDD) , 18.-22.09.2017 , Skopje, Macedonia (2017)

  • Semi-supervised segmentation of accelerometer time series for transport mode classification
    Leodolter, Maximilian and Widhalm, Peter and Plant, Claudia and Brändle, Norbert In: 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017, Naples, Italy, June 26-28, 2017 , 26-28 Jun 2017 , Napoli, Italy (2017)

  • Let's See Your Digits: Anomalous-State Detection using Benford's Law
    Maurus, Samuel and Plant, Claudia In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Towards an Optimal Subspace for K-Means
    Mautz, Dominik and Ye, Wei and Plant, Claudia and Böhm, Christian In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Frame and Segment Level Recurrent Neural Networks for Phone Classification
    Ratajczak, Martin and Tschiatschek, Sebastian and Pernkopf, Franz In: Conference of the International Speech Communication Association (INTERSPEECH) , 20.-24.08.2017 , Stockholm, Sweden (2017)

  • Scaffold Hunter: a comprehensive visual analytics framework for drug discovery
    Schäfer, Till and Kriege, Nils M. and Humbeck, Lina and Klein, Karsten and Koch, Oliver and Mutzel, Petra Journal of Cheminformatics, 9 (1). ISSN 1758-2946 Springer Science and Business Media LLC (2017)

  • Synchronization-based scalable subspace clustering of high-dimensional data
    Shao, Junming and Wang, Xinzuo and Yang, Qinli and Plant, Claudia and Böhm, Christian pp. 83-111 ISSN 0219-1377 (2017)

  • Selecting Sequences of Items via Submodular Maximization
    Tschiatschek, Sebastian and Singla, Adish and Krause, Andreas In: Conference on Artificial Intelligence (AAAI) , 04.-10.02.2017 , San Francisco, California, USA (2017)

  • Learning from Labeled and Unlabeled Vertices in Networks
    Ye, Wei and Zhou, Linfei and Mautz, Dominik and Plant, Claudia and Böhm, Christian In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017 , 13-17 Aug 2017 , Halifax, Canada (2017)

  • Attributed Graph Clustering with Unimodal Normalized Cut
    Ye, Wei and Zhou, Linfei and Sun, Xin and Plant, Claudia and Böhm, Christian In: Machine Learning and Knowledge Discovery in Databases. Springer International Publishing, Cham, pp. 601-616 (2017)

  • Improving Optimization-Based Approximate Inference by Clamping Variables
    Zhao, Junyao and Djolonga, Josip and Tschiatschek, Sebastian and Krause, Andreas In: Uncertainty in Artificial Intelligence (UAI) , 11.-15.08.2017 , Sidney, Australia (2017)

  • Joint Gaussian Based Measures for Multiple-Instance Learning
    Zhou, Linfei and Plant, Claudia and Böhm, Christian In: 33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 , 19-22 Apr 2017 , San Diego, California (2017)

  • Knowledge Discovery of Complex Data Using Gaussian Mixture Models
    Zhou, Linfei and Ye, Wei and Plant, Claudia and Böhm, Christian In: Big Data Analytics and Knowledge Discovery - 19th International Conference, DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings , 28-31 Aug 2017 , Lyon, France (2017)

  • Novel Indexing Strategy and Similarity Measures for Gaussian Mixture Models
    Zhou, Linfei and Ye, Wei and Wackersreuther, Bianca and Plant, Claudia and Böhm, Christian In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II , 28-31 Aug 2017 , Lyon, France (2017)

  • Indexing Multiple-Instance Objects
    Zhou, Linfei and Ye, Wei and Wang, Zhen and Plant, Claudia and Böhm, Christian In: Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II , 28-31 Aug 2017 , Lyon, France (2017)

    • This list was generated on Thu Dec 26 08:22:49 2024 CET.
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