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ORCID36th DX 2025: Nashville, TN, USA
- Marcos Quiñones-Grueiro
, Gautam Biswas, Ingo Pill:
36th International Conference on Principles of Diagnosis and Resilient Systems, DX 2025, Nashville, TN, USA, September 22-24, 2025. OASIcs 136, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2025, ISBN 978-3-95977-394-2 - Front Matter, Table of Contents, Preface, Conference Organization. 0:i-0:xii
- Roxane Koitz-Hristov, Liliana Marie Prikler, Franz Wotawa:
Beyond Static Diagnosis: A Temporal ASP Framework for HVAC Fault Detection. 1:1-1:20 - Anna Sztyber-Betley, Elodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach, Karol Kukla, Maxence Glotin, Alexander Diedrich, Oliver Niggemann:
Are Diagnostic Concepts Within the Reach of LLMs? 2:1-2:20 - Jonas Schleich, Franz Wotawa:
Combining Dynamic Slicing and Spectrum-Based Fault Localization - A First Experimental Evaluation. 3:1-3:18 - Ankita Das, Roxane Koitz-Hristov, Franz Wotawa:
Using Qualitative Simulation Models for Monitoring and Diagnosis. 4:1-4:14 - Ingo Pill, Johan de Kleer:
Assessing Diagnosis Algorithms: Of Sampling, Baselines, Metrics and Oracles. 5:1-5:19 - Miguel Cubero, Luis-Ignacio Jimenez, Daniel López, Belarmino Pulido, Carlos J. Alonso-González:
Towards Predictive Maintenance in an Aluminum Die-Casting Process Using Deep Learning Clustering and Dimensionality Reduction. 6:1-6:16 - Swantje Plambeck, Maximilian Schmidt, Louise Travé-Massuyès, Görschwin Fey:
One-Shot Learning in Hybrid System Identification: A New Modular Paradigm. 7:1-7:18 - Abenezer Taye, Austin Coursey, Marcos Quiñones-Grueiro, Chao Hu, Gautam Biswas, Peng Wei:
Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations. 8:1-8:20 - Stan Muñoz Gutiérrez, Franz Wotawa:
Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis. 9:1-9:20 - Marlon J. Ares Milián, Gregory M. Provan, Marcos Quiñones-Grueiro:
Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-Tuning. 10:1-10:20 - Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas:
A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life. 11:1-11:13 - Herbert Mühlburger, Franz Wotawa:
GEMMA-FD: Zero-Shot Fault Detection in Heat Pumps Using Multimodal Language Models. 12:1-12:17 - Chetan Kulkarni, Johann Schumann:
Beyond Dynamic Bayesian Networks: Fusing Temporal Logic Monitors with Probabilistic Diagnosis (Short Paper). 13:1-13:17 - Ingo Pill, Daniel Jung, Eldin Kurudzija, Anna Sztyber-Betley, Michal Syfert, Kai Dresia, Günther Waxenegger-Wilfing, Johan de Kleer:
The DX Competition 2025 and Its Benchmarks (DX Competition). 14:1-14:19 - Austin Coursey, Abel Díaz-González, Marcos Quiñones-Grueiro, Gautam Biswas:
Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (DX Competition). 15:1-15:17 - Kélian Poujade, Louise Travé-Massuyès, Jérémy Pirard, Laure Vieillevigne:
Unsupervised Multimodal Learning for Fault Diagnosis and Prognosis - Application to Radiotherapy Systems (PhD Panel). 16:1-16:17
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