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

  • TRAVELER: A Benchmark for Evaluating Temporal Reasoning Across Vague, Implicit and Explicit References (2026)

    Authors: Svenja Kenneweg, Jörg Deigmöller, Philipp Cimiano, Julian Eggert

    Published at: SN Computer Science (Volume: 7)
    DOI: 10.1007/s42979-026-04973-y

  • Towards Co-Constructed Explanations: A Multi-Agent Reasoning-Based Conversational System for Adaptive Explanations (2026)

    Authors: Dimitry Mindlin, Meisam Booshehri, Philipp Cimiano

    Published at: Hai 2025 Proceedings of the 13th International Conference on Human Agent Interaction
    DOI: 10.1145/3765766.3765768

  • Improving Early Sepsis Onset Prediction Through Federated Learning (2026)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2696 CCIS)
    DOI: 10.1007/978-3-032-17216-7_1

  • Federated Markov Imputation: Privacy-Preserving Temporal Imputation in Multi-centric ICU Environments (2026)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2842 CCIS)
    DOI: 10.1007/978-3-032-19105-2_14

  • Toward Improved Time-Series Explanations for Federated Learning in Healthcare (2026)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (Volume: 16513 LNCS)
    DOI: 10.1007/978-3-032-23833-7_28

  • Distribution-Controlled Client Selection to Improve Federated Learning Strategies (2026)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2561 CCIS)
    DOI: 10.1007/978-3-032-25314-9_21

  • CompoST: A Benchmark for Analyzing the Ability of LLMs to Compositionally Interpret Questions in a QALD Setting (2026)

    Authors: David Maria Schmidt, Raoul Schubert, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (Volume: 16140 LNCS)
    DOI: 10.1007/978-3-032-09527-5_1

  • Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes (2026)

    Authors: Felix Liedeker, Olivia Sanchez-Graillet, Christian Brandt, Jörg Wellmer, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2580 CCIS)
    DOI: 10.1007/978-3-032-08333-3_7

  • Extracting Quality of Life Information of Patients Diagnosed With Breast Cancer From Health Care Online Forum Posts: Data Feasibility Study (2026)

    Authors: David Maria Schmidt, Raoul Schubert, Brian Po-Han Chen, Deborah Kuk, Valmeek Kudesia, Andreas Hinz, Philipp Cimiano

    Published at: Jmir Cancer (Volume: 12)
    DOI: 10.2196/76044

  • Best practices for the collection and analysis of patient experience data from social media for patient-focused drug development (2026)

    Authors: Philipp Cimiano, Nicole Brazda, Matthias Hartung, Cornelius Starke-Knäusel, Ana Lucia Schmidt, Maria Carmela De Vuono, Aditya Tyagi, Jürgen Gottowik, Raul Rodriguez-Esteban, Ben Collins, Krzysztof Wieckowski, Thierry Escudier

    Published at: Frontiers in Medicine (Volume: 12)
    DOI: 10.3389/fmed.2025.1703923