Publications

A selection of academic publications and research contributions spanning artificial intelligence, machine learning, symbol grounding theory, and clinical decision support systems.

Recent Publications (2020-2024)

Bertermann, D., Rammler, M., Wernsdorfer, M., & Hagenauer, H. (2024). "A Practicable Guideline for Predicting the Thermal Conductivity of Unconsolidated Soils". In: Soil Systems 8.2. ISSN: 2571-8789.

Thermal Conductivity Soil Science Predictive Modeling

Wernsdorfer, M. (2024). Semiotic Models: Advancing HCI through Simulating Consciousness. Mensch und Computer 2024 - Workshopband.

HCI Consciousness Simulation Semiotics

Costa, M. B. W., Wernsdorfer, M., Kehrer, A. et al. (2021). "The Clinical Decision Support System AMPEL for Laboratory Diagnostics: Implementation and Technical Evaluation". In: JMIR Medical Informatics 9.6.

Clinical Decision Support Medical AI Laboratory Diagnostics

Eckelt, F., Remmler, J., Wernsdorfer, M. et al. (2020). "Improved patient safety through a clinical decision support system in laboratory medicine". In: Internist (Berl).

Patient Safety Clinical Systems Healthcare AI

Core Research & Dissertation

Wernsdorfer, M. (2019). Symbol Grounding as the Generation of Mental Representations. (Dissertations in Artificial Intelligence, Vol. 346). Akademische Verlagsgesellschaft AKA GmbH.

Doctoral dissertation exploring how artificial systems can develop meaningful internal representations through interaction with their environment.

Doctoral Thesis Symbol Grounding Mental Representations

Conference Papers & Presentations

Wernsdorfer, M. (2018). "A Phenomenologically Justifiable Simulation of Mental Modeling". In: International Conference on Artificial General Intelligence. Springer, Cham.

AGI Conference Mental Modeling Phenomenology

Wernsdorfer, M. (2018). "A Time-critical Simulation of Language Comprehension". In: International Conference on Artificial General Intelligence. Springer, Cham.

play_circle_outline Watch Conference Presentation

Language Processing Time-Critical Systems Cognitive Simulation

Wernsdorfer, M. (2018). "How Failure Facilitates Success". In: International Conference on Artificial General Intelligence. Springer, Cham.

🏆 Springer Best Paper Award play_circle_outline Watch Award Presentation

Learning Theory Failure Analysis Best Paper Award

Earlier Works (2012-2013)

Wernsdorfer, M. & Schmid, U. (2013). "From Streams of Observations to Knowledge-Level Productive Predictions". In: Human Behavior Recognition Technologies. IGI Global.

Behavior Recognition Predictive Systems Knowledge-Level AI

Wernsdorfer, M. (2012). "Functional Grounding of Symbolic Representations in Non-Markovian Reinforcing Environments". In: Proc. of the 35th German Conference on Artificial Intelligence.

Functional Grounding Reinforcement Learning Non-Markovian Systems