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Jahr: 2019
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  1. Alireza Koochali; Peter Schichtel; Andreas Dengel; Sheraz Ahmed

    Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN

    In: IEEE Access, Vol. 7, Pages 1-13, IEEE, 2019.

  2. Viktor Eisenstadt; Christoph Langenhan; Klaus-Dieter Althoff

    Generation of Floor Plan Variations with Convolutional Neural Networks and Case-based Reasoning

    In: José Pedro Sousa; Goncalo Castro Henriques; Joao Pedro Xavier (Hrsg.). Architecture in the age of the 4th industrial revolution - eCAADe SIGraDi 2019. eCAADe and SIGraDi Conference, Architecture in the Age of the 4th Industrial Revolution, September 11-13, Porto, Portugal, Pages 79-84, Vol. 2, ISBN 978-94-91207-18-1, eCAADe SIGraDi FAUP, Porto, 2019.

  3. Viktor Eisenstadt; Christoph Langenhan; Klaus-Dieter Althoff

    FLEA-CBR - A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning

    In: Kerstin Bach; Cindy Marling (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2019), September 8-12, Otzenhausen, Germany, Pages 49-63, Springer, 2019.

  4. Jakob M. Schönborn; Klaus-Dieter Althoff

    Recent Trends in XAI: A Broad Overview on current Approaches, Methodologies and Interactions

    In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Explainable Knowledge in Computational Design, Media, and Teaching workshop. Workshop on Explainable Knowledge in Computational Design, Media, and Teaching (EK-CDMT-2019), located at Twenty-seventh International Conference on Case-Based Reasoning, September 8-12, Otzenhausen, Germany, CEUR-WS, 2019.

  5. Merton Lansley; Nikolaos Polatidis; Stelios Kapetanakis; Kareem Amin; George Samakovitis; Miltos Petridis

    Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning

    In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Case-based reasoning and deep learning workshop. Case-Based Reasoning and Deep Learning Workshop (CBDRL-2019), located at Twenty-seventh International Conference on Case-Based Reasoning, September 9, Otzenhausen, Germany, ICCBR, 2019.

  6. Jonas Traub

    Demand-based data stream gathering, processing, and transmission

    PhD-Thesis, Technische Universität Berlin, 2019.

  7. Jonas Traub; Julius Hülsmann; Sebastian Breß; Tilmann Rabl; Volker Markl

    SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1912.04648, Page 4648, arXiv, 2019.

  8. Jonas Traub; Jorge Arnulfo Quiane Ruiz; Zoi Kaoudi; Volker Markl

    Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1909.03026, Page 3026, arXiv, 2019.

  9. Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

    Cases without borders: Automating Knowledge Acquisition Approach using Deep Autoencoders and Siamese Networks in Case-based Reasoning

    In: 2019 IEEE 31st International Conference on Tools with Artificial Intelligence. International Conference on Tools with Artificial Intelligence (AAAI SSS-2019), November 4-6, Portland, OR, USA, Pages 133-140, ISBN 978-1-7281-3798-8, IEEE Digital Library, 11/2019.

  10. Kareem Amin; Stelios Kapetanakis; Nikolaos Polatidis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

    Building Knowledge Intensive Architectures for heterogeneous NLP workflows

    In: Artificial Intelligence XXXVI. SGAI International Conference on Artificial Intelligence (AI-2019), December 17-19, Cambridge, United Kingdom, Springer, 2019.

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