Items where Research Area is "Data Mining and Machine Learning" and Year is 2021

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Number of items: 36.

B

  • Dip-based Deep Embedded Clustering with k-Estimation
    Bauer, Lena G. M. and Leiber, Collin and Schelling, Benjamin and Böhm, Christian and Plant, Claudia In: 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD) , 14.-18.08.2021 , Singapore (2021)

  • Metric Indexing for Graph Similarity Search
    Bause, Franka and Blumenthal, David B. and Schubert, Erich and Kriege, Nils M. In: 14th International Conference on Similarity Search and Applications (SISAP) , 29.09.-01.10.2021 , Dortmund, Virtual (2021)

  • Metric Indexing for Graph Similarity Search
    Bause, Franka and Blumenthal, David B. and Schubert, Erich and Kriege, Nils M. Working Paper. CoRR arXiv (Submitted) (2021)

  • A Novel Hilbert Curve for Cache-locality Preserving Loops
    Böhm, Christian and Perdacher, Martin and Plant, Claudia IEEE Transactions on Big Data, 7 (2). pp. 241-254 ISSN 2332-7790 (2021)

  • Coordinate Systems for Pangenome Graphs based on the Level Function and Minimum Path Covers
    Büchler, Thomas and Räther, Caroline and Weber, Pascal and Ohlebusch, Enno In: 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021) , 11.-13.02.2021 , Virtual (2021)

    • C

  • Generalized budgeted submodular set function maximization
    Cellinese, Francesco and D'Angelo, Gianlorenzo and Monaco, Gianpiero and Velaj, Yllka Information and Computation. p. 104741 ISSN 0890-5401 (2021)

  • The Multi-budget Maximum Weighted Coverage Problem
    Cellinese, Francesco and D’Angelo, Gianlorenzo and Monaco, Gianpiero and Velaj, Yllka In: 12th International Conference on Algorithms and Complexity , 10 – 12 May, 2021 , Larnaka, Cyprus - ONLINE (2021)

  • Link Recommendation for Social Influence Maximization
    Coró, Federico and D’angelo, Gianlorenzo and Velaj, Yllka ACM Transactions on Knowledge Discovery from Data, 15 (6). pp. 1-23 ISSN 1556-4681 (2021)

    • D

  • Fixed-parameter algorithms for the weighted max-cut problem on embedded 1-planar graphs
    Dahn, Christine and Kriege, Nils M. and Mutzel, Petra and Schilling, Julian Theoretical Computer Science, 852. pp. 172-184 ISSN 0304-3975 Elsevier (2021)

    • F

  • GPU backed Data Mining on Android Devices
    Fritze, Robert and Plant, Claudia CoRR, abs/21. ISSN 2331-8422 (2021)

  • High performance computing on Android devices - a case study
    Fritze, Robert and Plant, Claudia CoRR, abs/21. ISSN 2331-8422 (2021)

    • H

  • Option Transfer and SMDP Abstraction with Successor Features
    Han, Dongge and Tschiatschek, Sebastian Working Paper. CoRR arXiv (Submitted) (2021)

    • L

  • Contextual HyperNetworks for Novel Feature Adaptation
    Lamb, Angus and Saveliev, Evgeny and Li, Yingzhen and Tschiatschek, Sebastian and Longden, Camilla and Woodhead, Simon and Hernández-Lobato, José Miguel and Turner, Richard E. and Cameron, Pashmina and Zhang, Cheng Working Paper. CoRR arXiv (Submitted) (2021)

  • IncDTW: An R Package for Incremental Calculation of Dynamic Time Warping
    Leodolter, Maximilian and Plant, Claudia and Brändle, Norbert pp. 1-23 ISSN 1548-7660 Journal of Statistical Software (2021)

  • Information Directed Reward Learning for Reinforcement Learning
    Lindner, David and Turchetta, Matteo and Tschiatschek, Sebastian and Ciosek, Kamil and Krause, Andreas Working Paper. CoRR arXiv (Submitted) (2021)

  • Information Directed Reward Learning for Reinforcement Learning
    Lindner, David and Turchetta, Matteo and Tschiatschek, Sebastian and Ciosek, Kamil and Krause, Andreas In: Thirty-fifth Conference on Neural Information Processing Systems (2021) , 07 Dec - 10 Dec 2021 , virtual-only (2021)

    • M

  • Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces
    Miklautz, Lukas and Bauer, Lena G. M. and Mautz, Dominik and Tschiatschek, Sebastian and Böhm, Christian and Plant, Claudia In: Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) , 19.-27.08.2021 , Montreal, Canada (2021)

  • Additively Separable Hedonic Games with Social Context
    Monaco, Gianpiero and Moscardelli, Luca and Velaj, Yllka Games, 12 (3). p. 71 ISSN 2073-4336 (2021)

  • The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
    Morris, Christopher and Fey, Matthias and Kriege, Nils M. In: International Joint Conferences on Artifical Intelligence (IJCAI) , 19.-26.08.2021 , Montreal, Canada (2021)

  • Weisfeiler and Leman go Machine Learning: The Story so far
    Morris, Christopher and Lipman, Yaron and Maron, Haggai and Rieck, Bastian and Kriege, Nils M. and Grohe, Martin and Fey, Matthias and Borgwardt, Karsten Working Paper. CoRR arXiv (Submitted) (2021)

  • Social Sensemaking with AI: Designing an Open-ended AI Experience with a Blind Child
    Morrison, Cecily and Cutrell, Edward and Grayson, Martin and Thieme, Anja and Taylor, Alex S. and Roumen, Geert and Longden, Camilla and Tschiatschek, Sebastian and Marques, Rita Faia and Sellen, Abigail In: Conference on Human Factors in Computing Systems (CHI 2021) , 08.-13.05.2021 , Yokohama, Japan - virtual (2021)

  • KnowMAN: Weakly Supervised Multinomial Adversarial Networks
    März, Luisa and Asgari, Ehsaneddin and Braune, Fabienne and Zimmermann, Franziska and Roth, Benjamin In: The 2021 Conference on Empirical Methods in Natural Language Processing , November 7-11, 2021 , Online (2021)

  • Data Centric Domain Adaptation for Historical Text with OCR Errors
    März, Luisa and Schweter, Stefan and Poerner, Nina and Roth, Benjamin and Schütze, Hinrich In: 16th International Conference on Document Analysis and Recognition ICDAR 2021 , September 5-10, 2021 , Lausanne, Switzerland (2021)

    • P

  • Space-filling curves for improved cache-locality in shared memory environments
    Perdacher, Martin PhD thesis (2021)

  • VDS'21: Visualization in Data Science
    Plant, Claudia and Ottley, Alvitta and Gou, Liang and Möller, Torsten and Perer, Adam and Lex, Alexander and Shao, Junming In: KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021 , 14.-18.08.2021 , Singapore, Virtual (2021)

    • Q

  • Density-Based Clustering for Adaptive Density Variation
    Qian, Li and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021 , 07-10 Dec 2021 , Auckland, New Zealand (2021)

    • R

  • Focused Contrastive Training for Test-based Constituency Analysis
    Roth, Benjamin and Cano, Erion In: Thirty-fifth Conference on Neural Information Processing Systems (2021), Workshop on Self-Supervised Learning , 07 Dec - 10 Dec 2021 , virtual-only (2021)

  • Focused Contrastive Training for Test-based Constituency Analysis
    Roth, Benjamin and Çano, Erion In: NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice , Dec 14, 2021 , Sydney, Australia (2021)

    • S

  • Spectral Clustering of Attributed Multi-relational Graphs
    Sadikaj, Ylli and Velaj, Yllka and Behzadi Soheil, Sahar and Plant, Claudia In: 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD) , 14.-18.08.2021 , Singapore (2021)

  • Shortest paths and centrality in uncertain networks
    Saha, Arkaprava and Brokkelkamp, Ruben and Velaj, Yllka and Khan, Arijit and Bonchi, Francesco In: 47th International Conference on Very Large Data Bases , August 16-20, 2021 , Copenhagen, Denmark (2021)

  • A deep CNN model for medium-range spatio-temporal wind speed prediction for wind energy applications
    Scheepens, Deen and Schindlerova (Hlavackova-Schindler), Katerina and Plant, Claudia and Schicker, Irene In: European Meteorological Society Annual Meeting 2021 , 03.-10.09.2021 , Virtual (2021)

  • Knodle: Modular Weakly Supervised Learning with PyTorch
    Sedova, Anastasiia and Stephan, Andreas and Speranskaya, Marina and Roth, Benjamin In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) , 2-5 Aug 2021 , online (2021)

  • Fusing Attributed and Topological Global-Relations for Network Embedding
    Sun, Xin and Yu, Yongbo and Liang, Yao and Dong, Junyu and Plant, Claudia and Böhm, Christian Information Sciences. ISSN 0020-0255 (2021)

    • W

  • Educational Question Mining At Scale: Prediction, Analysis and Personalization
    Wang, Zichao and Tschiatschek, Sebastian and Woodhead, Simon and Hernández-Lobato, José Miguel and Jones, Simon Peyton and Baraniuk, Richard G. and Zhang, Cheng In: 35th Conference on Artificial Intelligence (AAAI) , 02.-09.02.2021 , Virtual (2021)

    • Y

  • Incorporating User's Preference into Attributed Graph Clustering
    Ye, Wei and Mautz, Dominik and Böhm, Christian and Singh, Ambuj and Plant, Claudia IEEE Transactions on Knowledge & Data Engineering, 33 (12). pp. 3716-3728 ISSN 1041-4347 (2021)

  • Sequential Generative Exploration Model for Partially Observable Reinforcement Learning
    Yin, Haiyan and Chen, Jianda and Tschiatschek, Sebastian In: 35th Conference on Artificial Intelligence (AAAI) , 02.-09.02.2021 , Virtual (2021)

    • This list was generated on Fri Apr 19 12:06:53 2024 CEST.
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