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Publikationen

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  1. Matej Zecevic; Devendra Singh Dhami; Athresh Karanam; Sriraam Natarajan; Kristian Kersting

    Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models

    In: Marc'Aurelio Ranzato; Alina Beygelzimer; Yann N. Dauphin; Percy Liang; Jennifer Wortman Vaughan (Hrsg.). Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021. Neural Information Processing Systems (NeurIPS-2021), December 6-14, Pages 15019-15031, Curran Associates, Inc. 2021.

  2. Fabrizio Ventola; Devendra Singh Dhami; Kristian Kersting

    Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits

    In: Nikos Katzouris; Alexander Artikis (Hrsg.). Inductive Logic Programming - 30th International Conference, ILP 2021, Proceedings. International Conference on Inductive Logic Programming (ILP-2021), October 25-27, Virtual Event, Pages 251-265, Lecture Notes in Computer Science (LNAI), Vol. 13191, Springer, 2021.

  3. David Solans; Christopher Tauchmann; Aideen Farrell; Karolin Kappler; Hans-Hendrik Huber; Carlos Castillo; Kristian Kersting

    Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention

    In: Ceren Budak; Meeyoung Cha; Daniele Quercia; Lexing Xie (Hrsg.). Proceedings of the Fifteenth International AAAI Conference on Web and Social Media. AAAI Conference on Artificial Intelligence (AAAI-2021), June 7-10, Pages 691-702, AAAI Press, 2021.

  4. Zhongjie Yu; Fabrizio Ventola; Kristian Kersting

    Whittle Networks: A Deep Likelihood Model for Time Series

    In: Marina Meila; Tong Zhang (Hrsg.). Proceedings of the 38th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2021), July 18-24, Pages 12177-12186, Proceedings of Machine Learning Research, Vol. 139, PMLR, 2021.

  5. Leo Wanner; Matthias Klusch; Athanasios Mavropoulos; Emmanuel Jamin; Víctor Marín Puchades; Gerard Casamayor; Jan vCernocký; Steffi Davey; Mónica Domínguez; Ekaterina Egorova; Jens Grivolla; Elena Jaramillo; Anastasios Karakostas; Dimos Ntioudis; Pavel Pecina; Oleksandr Sobko; Stefanos Vrochidis; Lena Wertmann

    Towards a Versatile Intelligent Conversational Agent as Personal Assistant for Migrants

    In: Frank Dignum; Juan Manuel Corchado; Fernando De La Prieta (Hrsg.). Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection. International Conference on Practical Applications of Intelligent Agents and Multiagents (PAAMS-2021), Cham, Pages 316-327, Vol. 12946, ISBN 978-3-030-85739-4, Springer International Publishing, 2021.

  6. Eduard Anton; Thuy Duong Oesterreich; Frank Teuteberg

    Understanding the Operational Value of Big Data Analytics Capabilities for Firm Performance : A Meta-Analytic Structural Equation Modeling Approach

    In: Forty-Second International Conference on Information Systems (ICIS). International Conference on Information Systems (ICIS), Austin, USA, Association for Information Systems, 2021.

  7. Thuy Duong Oesterreich; Eduard Anton; Feipeng Xu

    Augmenting the Future: An Exploratory Analysis of the Main Resources, Use Cases, and Implications of Augmented Analytics

    In: Twenty-Ninth European Conference on Information Systems (ECIS). European Conference on Information Systems (ECIS), A Virtual AIS Conference, Association for Information Systems, 2021.

  8. Eduard Anton; Thuy Duong Oesterreich; Julian Schuir; Leslie Protz; Frank Teuteberg

    A Business Model Taxonomy for Start-Ups in the Electric Power Industry — The Electrifying Effect of Artificial Intelligence on Business Model Innovation

    In: International Journal of Innovation and Technology Management, Vol. 18, No. 03, Page 2150004, World Scientific Publishing Co Pte Ltd, 5/2021.

  9. Julian Schuir; René Brinkhege; Eduard Anton; Thuy Duong Oesterreich; Pascal Meier; Frank Teuteberg

    Augmenting Humans in the Loop: Towards an Augmented Reality Object Labeling Application for Crowdsourcing Communities

    In: Proceedings of the 16th International Conference on Wirtschaftsinformatik. Internationale Tagung Wirtschaftsinformatik (WI), Essen, Germany, Association for Information Systems, 2021.