Philipp Cimiano

Philipp Cimiano

cimiano@cit-ec.uni-bielefeld.de
+49 521 106-12249
Institution: Bielefeld University
Department: CITEC
Position: Coordinator
https://www.uni-bielefeld.de/fakultaeten/technische-fakultaet/arbeitsgruppen/semantic-computing/
Understanding without knowledge is like running without legs.

Knowledge representation, knowledge acquisition, knowledge-enhanced natural language processing

  • Comparing generative and extractive approaches to information extraction from abstracts describing randomized clinical trials (2024)

    Authors: Christian Witte, David M. Schmidt, Philipp Cimiano

    Published at: Journal of Biomedical Semantics (Volume: 15)
    DOI: 10.1186/s13326-024-00305-2

  • Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy (2024)

    Authors: Christoph Düsing, Philipp Cimiano, Sebastian Rehberg, Christiane Scherer, Olaf Kaup, Christiane Köster, Stefan Hellmich, Daniel Herrmann, Kirsten Laura Meier, Simon Claßen, Rainer Borgstedt

    Published at: Artificial Intelligence in Medicine (Volume: 157)
    DOI: 10.1016/j.artmed.2024.102982

  • Towards a Computational Architecture for Co-Constructive Explainable Systems (2024)

    Authors: Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, Amelie Sophie Robrecht, Anna-Lisa Vollmer, Petra Wagner, Britta Wrede

    Published at: Proceedings - 2024 Workshop on Explainability Engineering, ExEn 2024
    DOI: 10.1145/3648505.3648509

  • ASCODI: An XAI-based interactive reasoning support system for justifiable medical diagnosing (2024)

    Authors: Dominik Battefeld, Felix Liedeker, Philipp Cimiano, Stefan Kopp

    Published at: CEUR Workshop Proceedings (Volume: 3803)

  • Preface of the Proceedings of the Workshop on Multimodal, Affective and Interactive eXplainable Artificial Intelligence (MAI-XAI), collocated with the European Conference on Artificial Intelligence (ECAI), 2024 (2024)

    Authors: Jose M. Alonso-Moral, Zach Anthis, Rafael Berlanga, Alejandro Catalá, Philipp Cimiano, Peter Flach, Eyke Hüllermeier, Tim Miller, Oana Mitruț, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Kacper Sokol, Aitor Soroa

    Published at: CEUR Workshop Proceedings (Volume: 3803)

  • Leveraging Local Data Sampling Strategies to Improve Federated Learning (Extended Abstract) (2024)

    Authors: Christoph Dusing, Philipp Cimiano, Benjamin Paaben

    Published at: 2024 IEEE 11th International Conference on Data Science and Advanced Analytics, DSAA 2024
    DOI: 10.1109/DSAA61799.2024.10722778

  • An Empirical Investigation of Users’ Assessment of XAI Explanations: Identifying the Sweet Spot of Explanation Complexity and Value (2024)

    Authors: Felix Liedeker, Christoph Düsing, Marcel Nieveler, Philipp Cimiano

    Published at: CEUR Workshop Proceedings (Volume: 3793)

  • Transforming Web Knowledge into Actionable Knowledge Graphs for Robot Manipulation Tasks (2024)

    Authors: Michael Beetz, Philipp Cimiano, Michaela Kümpel, Enrico Motta, Ilaria Tiddi, Jan-Philipp Töberg

    Published at: CEUR Workshop Proceedings (Volume: 3749)

  • Towards a Knowledge Engineering Methodology for Flexible Robot Manipulation in Everyday Tasks (2024)

    Authors: Michaela Kümpel, Jan-Philipp Töberg, Vanessa Hassouna, Philipp Cimiano, Michael Beetz

    Published at: CEUR Workshop Proceedings (Volume: 3749)

  • 1st InternationalWorkshop on Actionable Knowledge Representation and Reasoning for Robots (AKR3) (2024)

    Authors: Michael Beetz, Philipp Cimiano, Michaela Kümpel, Enrico Motta, Ilaria Tiddi, Jan-Philipp Töberg

    Published at: CEUR Workshop Proceedings (Volume: 3749)