DX C

36 papers

YearTitle / Authors
202435th International Conference on Principles of Diagnosis and Resilient Systems, DX 2024, Vienna, Austria, November 4-7, 2024
Ingo Pill, Avraham Natan, Franz Wotawa
2024A Hierarchical Monitoring and Diagnosis System for Autonomous Robots.
Gerald Steinbauer-Wagner, Leo Fürbaß, Marco De Bortoli, Louise Travé-Massuyès
2024A Model-Based Approach for Monitoring and Diagnosing Digital Twin Discrepancies.
Elaheh Hosseinkhani, Martin Leucker, Martin Sachenbacher, Hendrik Streichhahn, Lars Bernd Vosteen
2024A Review of Fault Diagnosis Techniques Applied to Aircraft Air Data Sensors.
Lucas Lima Lopes, Louise Travé-Massuyès, Carine Jauberthie, Guillaume Alcalay
2024A Study on Redundancy and Intrinsic Dimension for Data-Driven Fault Diagnosis.
Daniel Jung, David Axelsson
2024Achieving Complete Structural Test Coverage in Embedded Systems Using Trace-Based Monitoring (Short Paper).
Alexander Weiss, Albert Schulz, Martin Heininger, Martin Sachenbacher, Martin Leucker
2024Bridging Hardware and Software Diagnosis: Leveraging Fault Signature Matrix and Spectrum-Based Fault Localization Similarities.
Louise Travé-Massuyès, Franz Wotawa
2024Challenges for Model-Based Diagnosis.
Ingo Pill, Johan de Kleer
2024Data-Driven Diagnosis of Electrified Vehicles: Results from a Structured Literature Review (Short Paper).
Stan Muñoz Gutiérrez, Adil Mukhtar, Franz Wotawa
2024Data-Driven RUL Prediction Using Performance Metrics (Short Paper).
Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Chetan S. Kulkarni, Gautam Biswas
2024Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research.
Daniel Vranjes, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude, Oliver Niggemann
2024Detecting Soft Faults in Heat Pumps (Short Paper).
Birgit Hofer, Franz Wotawa
2024Diagnosing Multi-Agent STRIPS Plans.
Avraham Natan, Roni Stern, Meir Kalech, William Yeoh, Tran Cao Son
2024Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper).
Avraham Natan, Roni Stern, Meir Kalech
2024FLEX: Fault Localization and Explanation Using Open-Source Large Language Models in Powertrain Systems (Short Paper).
Herbert Mühlburger, Franz Wotawa
2024Faster Diagnosis with Answer Set Programming (Short Paper).
Liliana Marie Prikler, Franz Wotawa
2024Front Matter, Table of Contents, Preface, Conference Organization.
2024Hyperplanes Based Zonotopic Contractor (Short Paper).
Rahma Bengamra, Soheib Fergani, Carine Jauberthie
2024Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory.
Alexander Diedrich, René Heesch, Marco Bozzano, Björn Ludwig, Alessandro Cimatti, Oliver Niggemann
2024Leveraging Answer Set Programming for Continuous Monitoring, Fault Detection, and Explanation of Automated and Autonomous Driving Systems.
Lorenz Klampfl, Franz Wotawa
2024Leveraging Causal Information for Multivariate Timeseries Anomaly Detection.
Lukas Heppel, Andreas Gerhardus, Ferdinand Rewicki, Jan Christian Deeken, Günther Waxenegger-Wilfing
2024MSO Sets and MTES for Dummies.
Maxence Glotin, Louise Travé-Massuyès, Elodie Chanthery
2024Minimalist Diagnosis of Discrete-Event Systems.
Gianfranco Lamperti, Marina Zanella
2024On a Method to Measure Supervised Multiclass Model's Interpretability: Application to Degradation Diagnosis (Short Paper).
Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot, Gregory Brouillet
2024One-Class Classification and Cluster Ensembles for Anomaly Detection and Diagnosis in Multivariate Time Series Data.
Adil Mukhtar, Thomas Hirsch, Gerald Schweiger
2024Property Learning-Based Fault Detection for Liquid Propellant Rocket Engine Control Systems.
Andrea Urgolo, Ingo Pill, Günther Waxenegger-Wilfing, Manuel Freiberger
2024Quantifying the Sim-To-Real Gap in UAV Disturbance Rejection.
Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2024Real-Time Sensor Fault Detection in Drones: A Correlation-Based Algorithmic Approach.
Inbal Roshanski, Magenya Roshanski, Meir Kalech
2024Simulation-Based Diagnosis for Cyber-Physical Systems - A General Approach and Case Study on a Dual Three-Phase E-Machine.
David Kaufmann, Matus Kozovsky, Franz Wotawa
2024Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract).
René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024Summary of "Randomized Problem-Relaxation Solving for Over-Constrained Schedules" (Extended Abstract).
Patrick Rodler, Erich Teppan, Dietmar Jannach
2024Summary of "Sequence-Oriented Diagnosis of Discrete-Event Systems" (Extended Abstract).
Gianfranco Lamperti, Stefano Trerotola, Marina Zanella, Xiangfu Zhao
2024Test Selection for Diagnosing Multimode Systems (Short Paper).
Mattias Krysander, Fatemeh Hashemniya
2024Transformer-Based Signal Inference for Electrified Vehicle Powertrains (Short Paper).
Stan Muñoz Gutiérrez, Adil Mukhtar, Franz Wotawa
2024Usability of Symbolic Regression for Hybrid System Identification - System Classes and Parameters (Short Paper).
Swantje Plambeck, Maximilian Schmidt, Audine Subias, Louise Travé-Massuyès, Görschwin Fey
2024Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper).
Silke Merkelbach, Alexander Diedrich, Anna Sztyber-Betley, Louise Travé-Massuyès, Elodie Chanthery, Oliver Niggemann, Roman Dumitrescu