Nejdl, Wolfgang

18 publications

TMLR 2026 Robust Conformal Prediction for Infrequent Classes Jens-Michalis Papaioannou, Sebastian Jäger, Alexei Figueroa, David Stutz, Betty van Aken, Keno Bressem, Wolfgang Nejdl, Felix Gers, Alexander Löser, Felix Biessmann

IJCAI 2025 Enhancing Online Climate Discourse: A Two-Stage Framework for Climate Content Categorization and Moderation Apoorva Upadhyaya, Wolfgang Nejdl, Marco Fisichella

TMLR 2025 SPONGE: Competing Sparse Language Representations for Effective Knowledge Transfer Jens-Michalis Papaioannou, Alexei Figueroa, Conor Fallon, Anna Capilla, Alexandra Bekiaridou, Stavros Zanos, Wolfgang Nejdl, Alexander Löser

ECML-PKDD 2024 Boosting Long-Tail Data Classification with Sparse Prototypical Networks Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno K. Bressem, Stavros Zanos, Felix A. Gers, Wolfgang Nejdl, Alexander Löser

AAAI 2024 FairTrade: Achieving Pareto-Optimal Trade-Offs Between Balanced Accuracy and Fairness in Federated Learning Maryam Badar, Sandipan Sikdar, Wolfgang Nejdl, Marco Fisichella

AAAI 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers Jingge Xiao, Leonie Basso, Wolfgang Nejdl, Niloy Ganguly, Sandipan Sikdar

MLJ 2023 FAC-Fed: Federated Adaptation for Fairness and Concept Drift Aware Stream Classification Maryam Badar, Wolfgang Nejdl, Marco Fisichella

IJCAI 2023 Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data Apoorva Upadhyaya, Marco Fisichella, Wolfgang Nejdl

ECML-PKDD 2019 Node Representation Learning for Directed Graphs Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand

IJCAI 1997 A Static Model-Based Engine for Model-Based Reasoning Peter Fröhlich, Wolfgang Nejdl

IJCAI 1997 Semantically Guided Theorem Proving for Diagnosis Applications Peter Baumgartner, Peter Fröhlich, Ulrich Furbach, Wolfgang Nejdl

IJCAI 1995 A Formal Framework for Representing Diagnosis Strategies in Model-Based Diagnosis Systems Wolfgang Nejdl, Peter Fröhlich, Michael Schroeder

IJCAI 1995 Proposing Measurements in Dynamic Systems Johann Gamper, Wolfgang Nejdl

UAI 1994 Model-Based Diagnosis with Qualitative Temporal Uncertainty Wolfgang Nejdl, Johann Gamper

IJCAI 1991 Integrating Model-Based Monitoring and Diagnosis of Complex Dynamic Systems Franz Lackinger, Wolfgang Nejdl

AAAI 1991 The P-Systems: A Systematic Classification of Logics of Nonmonotonicity Wolfgang Nejdl

AAAI 1990 Physical Impossibility Instead of Fault Models Gerhard Friedrich, Georg Gottlob, Wolfgang Nejdl

ICML 1989 Using Domain Knowledge to Improve Inductive Learning Algorithms for Diagnosis Gerhard Friedrich, Wolfgang Nejdl