Audine Subias

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Publications

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Identification of hybrid systems with dynamics-based modeling through symbolic regression

Swantje Plambeck , Maximilian Schmidt , Audine Subias , Louise Travé-Massuyès , Goerschwin Fey

Journal of Systems and Software, 2025, 231, pp.112639. ⟨10.1016/j.jss.2025.112639⟩

Article dans une revue hal-05367362v1
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A bibliometric literature review of integrated data and model based diagnosis approaches for the industry 4.0

Luis Enciso-Salas , Gustavo Pérez-Zuñiga , Javier Sotomayor-Moriano , Elodie Chanthery , Edgar Hernando Sepúlveda-Oviedo et al.

International Journal of Systems Science, 2025, pp.1-28. ⟨10.1080/00207721.2025.2550562⟩

Article dans une revue hal-05249774v1
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Artificial intelligence in photovoltaic fault diagnosis: A Natural Language-Based Topic-tSNE Fusion analysis

Edgar Hernando Sepúlveda-Oviedo , Louise Travé-Massuyès , Audine Subias , Marko Pavlov , Corinne Alonso

Energy and AI, 2025, 21, pp.100558. ⟨10.1016/j.egyai.2025.100558⟩

Article dans une revue hal-05251841v1
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An ensemble learning framework for snail trail fault detection and diagnosis in photovoltaic modules

Edgar Hernando Sepúlveda-Oviedo , Louise Travé-Massuyès , Audine Subias , Marko Pavlov , Corinne Alonso

Engineering Applications of Artificial Intelligence, 2024, 137 (Part A), pp.109068. ⟨10.1016/j.engappai.2024.109068⟩

Article dans une revue hal-04689176v1
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Big data analytics for quality variation over work shifts in manufacturing systems

Le Toan Duong , Audine Subias , Louise Travé-Massuyès , Christophe Merle

International Journal of Computer Integrated Manufacturing, In press, ⟨10.1080/0951192X.2024.2351529⟩

Article dans une revue hal-04619714v1
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Fault diagnosis of photovoltaic systems using artificial intelligence: A bibliometric approach

Edgar Hernando Sepúlveda-Oviedo , Louise Travé-Massuyès , Audine Subias , Marko Pavlov , Corinne Alonso

Heliyon, 2023, 9 (11), pp.e21491. ⟨10.1016/j.heliyon.2023.e21491⟩

Article dans une revue hal-04276780v1
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Feature extraction and health status prediction in PV systems

Edgar Hernando Sepúlveda Oviedo , Louise Travé-Massuyès , Audine Subias , Corinne Alonso , Marko Pavlov

Advanced Engineering Informatics, 2022, 53, pp.101696. ⟨10.1016/j.aei.2022.101696⟩

Article dans une revue hal-03736670v1
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Diagnosability of event patterns in safe labeled time Petri nets: a model-checking approach

Yannick Pencolé , Audine Subias

IEEE Transactions on Automation Science and Engineering, 2022, 19 (2), pp.1151 - 1162. ⟨10.1109/TASE.2020.3045565⟩

Article dans une revue hal-03139863v1
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Assessing product quality from the production process logs

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Nathalie Barbosa Roa

International Journal of Advanced Manufacturing Technology, 2021, 117, pp.1615-1631. ⟨10.1007/s00170-021-07764-2⟩

Article dans une revue hal-03326882v1
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Formal Chronicle Analyses and Comparisons: How to Deal with Negative Behaviors

Yannick Pencolé , Audine Subias

Journal of Universal Computer Science, 2020, 26 (2), pp.268 - 292

Article dans une revue hal-02862863v1
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An Interdisciplinary Capstone Design Experience on Critical Embedded Systems using Agile Methods

Pascal Acco , Guillaume Auriol , Elodie Chanthery , M.-A Détourbe , Pierre Emmanuel Hladik et al.

Journal sur l'enseignement des sciences et technologies de l'information et des systèmes, 2019, 18 (0001), 23p. ⟨10.1051/j3ea/20190001⟩

Article dans une revue hal-02189482v1
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Alarm management via temporal pattern learning

John William Vásquez Capacho , Audine Subias , Louise Travé-Massuyès , Fernando Jimenez

Engineering Applications of Artificial Intelligence, 2017, 65, pp.506 - 516. ⟨10.1016/j.engappai.2017.07.008⟩

Article dans une revue hal-01611635v1
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MAPE-K as a Service-oriented Architecture

Juan Vizcarrondo , Jose Aguilar , Ernesto Expósito , Audine Subias

IEEE Latin America Transactions, 2017, 15 (6), pp.1163-1175

Article dans une revue hal-01872138v1
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Diagnosability analysis of patterns on bounded labeled prioritized Petri nets

Houssam Eddine Gougam , Yannick Pencolé , Audine Subias

Discrete Event Dynamic Systems, 2017, 27 (1), pp.143-180. ⟨10.1007/s10626-016-0234-5⟩

Article dans une revue hal-01574475v1
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ARMISCOM: Self-Healing Service Composition

Juan Vizcarrondo , José Aguilar , Ernesto Expósito , Audine Subias

Service Oriented Computing and Applications, 2017, 11 (3), pp.345--365. ⟨10.1007/s11761-017-0217-x⟩

Article dans une revue hal-01906854v1
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The Component of Knowledge Representation of ARMISCOM for the Self-healing in Web Services Composition

Juan Vizcarrondo , Jose Aguilar , Ernesto Expósito , Audine Subias

Latin-American Journal of Computing, 2016, III (2), 14p

Article dans une revue hal-01872195v1
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Iterative hybrid causal model based diagnosis: Application to automotive embedded functions

Renaud Pons , Audine Subias , Louise Travé-Massuyès

Engineering Applications of Artificial Intelligence, 2015, 37, pp.319-335. ⟨10.1016/j.engappai.2014.09.016⟩

Article dans une revue hal-01400360v1
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Building Distributed Chronicles for Fault Diagnostic in Distributed Systems using Continuous Query Language (CQL)

Juan Vizcarrondo , Jose Aguilar , Ernesto Expósito , Audine Subias

International Journal of Engineering Research and Development, 2015, 3 (1), pp.131-144

Article dans une revue hal-02412446v1
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Property-Based Transparency: a New Utility Definition*

Patricia Monica Campos-Mayer-Vicente , Felipe Gomes Cabral , Públio M. Lima , Marcos Vicente Moreira , Audine Subias et al.

2024 IEEE 20th International Conference on Automation Science and Engineering, Aug 2024, Bari (IT), Italy

Communication dans un congrès hal-04775876v1
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Dynamics-Based Identification of Hybrid Systems using Symbolic Regression

Swantje Plambeck , Maximilian Schmidt , Goerschwin Fey , Audine Subias , Louise Travé-Massuyès

DSD/SEAA Conference, Aug 2024, Paris, France

Communication dans un congrès hal-04794430v1
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Usability of Symbolic Regression for Hybrid System Identification -System Classes and Parameters

Swantje Plambeck , Maximilian Schmidt , Audine Subias , Louise Travé-Massuyès , Goerschwin Fey

The 35th International Conference on Principles of Diagnosis and Resilient Systems (DX'24), Nov 2024, Vienna, Austria. 14 p., ⟨10.4230/OASIcs.DX.2024.30⟩

Communication dans un congrès hal-04794459v1
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Transparência Baseada em Propriedade: uma Nova Noção de Utilidade para Sistemas a Eventos Discretos ⋆

Patricia Monica Campos-Mayer-Vicente , Felipe Gomes Cabral , Públio M. Lima , Marcos Vicente Moreira , Audine Subias et al.

XXV Congresso Brasileiro de Automática, Oct 2024, Rio de Janeiro (BR), Brazil

Communication dans un congrès hal-04775872v1
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Remaining cycle time prediction with Graph Neural Networks for Predictive Process Monitoring

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Christophe Merle

8th International Conference on Machine Learning Technologies (ICMLT 2023), Mar 2023, Stockholm, Sweden. 7 p., ⟨10.1145/3589883.3589897⟩

Communication dans un congrès hal-04093621v1
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Detection and classification of faults aimed at preventive maintenance of PV systems.

Edgar Hernando Sepúlveda Oviedo , Louise Travé-Massuyès , Audine Subias , Marko Pavlov , Corinne Alonso

XI Congreso Internacional de Ingeniería Mecánica, Mecatrónica y Automatización 2023, Universidad Nacional de Colombia, Apr 2023, Carthagène, Colombia

Communication dans un congrès hal-04125988v1
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DTW K-Means clustering for fault detection in photovoltaic modules

Edgar Hernando Sepúlveda Oviedo , Louise Travé-Massuyès , Audine Subias , Marko Pavlov , Corinne Alonso

XI Congreso Internacional de Ingeniería Mecánica, Mecatrónica y Automatización 2023, Apr 2023, Carthagène, Colombia

Communication dans un congrès hal-04125983v1
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DyClee-N&C: a clustering algorithm for heterogeneous data based situation assessment

Audine Subias , Louise Travé-Massuyès , Tom Obry

IFAC World Congress, Jul 2023, Yokohama, Japan

Communication dans un congrès hal-04268806v1
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Diagnosabilization of Time Petri net for timed fault

Camille Coquand , Yannick Pencolé , Audine Subias

IFAC World COngress, Jul 2023, Yokoama, Japan. pp.8648-8653, ⟨10.1016/j.ifacol.2023.10.041⟩

Communication dans un congrès hal-04075303v1
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Dyd²: Dynamic Double anomaly Detection

Adrien Dorise , Louise Travé-Massuyès , Audine Subias , Corinne Alonso

IFAC Safeprocess 2022 :11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, IFAC, Jun 2022, Pafos, Cyprus

Communication dans un congrès hal-03609573v2
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Advanced machine learning for the detection of single event effects

Adrien Dorise , Audine Subias , Louise Travé-Massuyès , Corinne Alonso

RADECS 2022, Oct 2022, Venice, Italy

Communication dans un congrès hal-03789895v1
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Critical pairs based diagnosability analysis of timed fault in Time Petri Nets

Camille Coquand , Audine Subias , Yannick Pencolé , Éric Lubat

16th IFAC Workshop on Discrete Event Systems, Sep 2022, Prague, Czech Republic

Communication dans un congrès hal-03765924v1
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Diagnosability and Predictability of pattern in Labelled Petri Nets

Eric Lubat , Camille Coquand , Yannick Pencole , Audine Subias

33rd International Workshop on Principle of Diagnosis (DX 2022), LAAS-CNRS-ANITI, Sep 2022, Toulouse, France

Communication dans un congrès hal-03773804v1
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Observable Simple Temporal Network synthesis for the diagnosis of time patterns in time Petri nets

Camille Coquand , Audine Subias , Yannick Pencolé

11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes - SAFEPROCESS 2022, Jun 2022, Pafos, Cyprus

Communication dans un congrès hal-03694854v1

Creation of a database for single events latch-up detection on Atmel SAM3X microcontroller

Adrien Dorise , Louise Travé-Massuyès , Corinne Alonso , Audine Subias , François Vacher et al.

European Space Components Conference - ESCCON 2021, ESA, Mar 2021, Online, Netherlands

Communication dans un congrès hal-03330093v1
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Machine learning as an alternative to thresholding for space radiation high current event detection

Adrien Dorise , Corinne Alonso , Audine Subias , Louise Travé-Massuyès , Leny Baczkowski et al.

Radiation and its Effects on Components and Systems - RADECS 2021, Sep 2021, Vienna, Austria. ⟨10.1109/RADECS53308.2021.9954582⟩

Communication dans un congrès hal-03331030v1
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A Model Checking method to solve the event pattern diagnosis problem in safe labeled time Petri nets

Yannick Pencolé , Audine Subias , Camille Coquand

32nd International Workshop on Principles of Diagnosis DX’21, Sep 2021, Hamburg, Germany

Communication dans un congrès hal-03348338v1
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Hierarchical clustering and dynamic time warping for fault detection in photovoltaic systems

Edgar Hernando Sepúlveda Oviedo , Louise Travé-Massuyès , Audine Subias , Corinne Alonso , Marko Pavlov

X Congreso Internacional CIMM Ingeniería Mecánica, Mecatrónica y Automatización, May 2021, Bogotá (virtual), Colombia

Communication dans un congrès hal-03355362v1
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Signature of timed patterns in time Petri nets: a formal characterization

Camille Coquand , Audine Subias , Yannick Pencolé

Modélisation des Systèmes Réactifs (MSR'21), Nov 2021, Paris, France

Communication dans un congrès hal-03405509v1

Anomaly Detection for Radiation Hardening of Space Electronics - Application of Machine Learning Algorithms on an Atmel SAM3X Microcontroller

Adrien Dorise , Louise Travé-Massuyès , Corinne Alonso , Audine Subias , François Vacher et al.

Avionics, Data, Control and Software Systems - ADCSS 2020, ESA, Oct 2020, Amsterdam (virtual), Netherlands

Communication dans un congrès hal-03330033v1
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A New Product Construction for the Diagnosability of Patterns in Time Petri Net

Éric Lubat , Silvano Dal Zilio , Didier Le Botlan , Yannick Pencolé , Audine Subias

59th Conference on Decision and Control (CDC) 2020, Dec 2020, Jeju Island (virtual conference), South Korea. ⟨10.1109/CDC42340.2020.9303826⟩

Communication dans un congrès hal-02989834v1
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DyClee-C: a clustering algorithm for qualitative data based diagnosis

Tom Obry , Louise Travé-Massuyès , Audine Subias

33 rd International Workshop on Qualitative Reasoning (QR'20) - ECAI 2020 workshop, Aug 2020, Santiago de Compostela, Spain

Communication dans un congrès hal-02986780v1
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Assessing product quality from the production process health status

Le Toan Duong , Louise Travé-Massuyès , Audine Subias , Nathalie Barbosa Roa

31st International Workshop on Principles of Diagnosis: DX-2020, Sep 2020, Nashville, Tennessee, United States

Communication dans un congrès hal-03011772v1
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How to use Model Checking for Diagnosing Fault Patterns in Petri nets

Johanne Bakalara , Yannick Pencolé , Audine Subias

WODES 2020 - 15th IFAC Workshop on Discrete Event Systems, Nov 2020, Virtual, Brazil. pp.1-6

Communication dans un congrès hal-02997908v1
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DyClee-C: a clustering algorithm for categorical data based diagnosis

Tom Obry , Louise Travé-Massuyès , Audine Subias

DX'19 – 30th International Workshop on Principles of Diagnosis, Nov 2019, Klagenfurt, Austria

Communication dans un congrès hal-02383492v1
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Diagnosis approaches for detection and isolation of cyber attacks and faults on a two-tank system

Elodie Chanthery , Audine Subias

30th International Workshop on Principles of Diagnosis DX'19, Nov 2019, Klagenfurt, Austria

Communication dans un congrès hal-02439489v1
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A State Class Construction for Computing the Intersection of Time Petri Nets Languages

Éric Lubat , Silvano Dal Zilio , Didier Le Botlan , Yannick Pencolé , Audine Subias

17th International Conference on Formal Modeling and Analysis of Timed Systems (FORMATS), Aug 2019, Amsterdam, Netherlands. ⟨10.1007/978-3-030-29662-9_5⟩

Communication dans un congrès hal-02263832v1
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Computer-aided Diagnosis via Hierarchical Density Based Clustering

Tom Obry , Louise Travé-Massuyès , Audine Subias

29th International Workshop on Principles of Diagnosis (DX 2018), Aug 2018, Varsovie, Poland. 8p

Communication dans un congrès hal-01847563v1
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Timed pattern diagnosis in timed workflows: a model checking approach

Yannick Pencolé , Audine Subias

14th Workshop on Discrete Event Systems (WODES 2018), May 2018, Sorrento Coast, Italy. pp.94-99, ⟨10.1016/j.ifacol.2018.06.285⟩

Communication dans un congrès hal-01827362v1
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A Learning Algorithm for Episodes

Tom Obry , Audine Subias , Louise Travé-Massuyès

28th International Workshop on Principles of Diagnosis (DX 2017), Sep 2017, Brescia, Italy. 5p

Communication dans un congrès hal-01847561v1
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Diagnosis of supervision patterns on bounded labeled Petri nets by Model Checking

Yannick Pencolé , Audine Subias

28th International Workshop on Principles of Diagnosis (DX 2017), Sep 2017, Brescia, Italy. 9p

Communication dans un congrès hal-01827437v1
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Diagnostic de motifs de comportements dans les systèmes temporels

Yannick Pencolé , Audine Subias

Modélisation des Systèmes Réactifs (MSR 2017), Nov 2017, Marseille, France. 14p

Communication dans un congrès hal-01827427v1
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Enhanced chronicle learning for process supervision

John William Vásquez , Louise Travé-Massuyès , Audine Subias , Fernando Jimenez

20th IFAC WORLD CONGRESS, Jul 2017, Toulouse, France. pp.5191-5196

Communication dans un congrès hal-01847010v1
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Alarm management based on diagnosis

John William Vásquez , Louise Travé-Massuyès , Audine Subias , Fernando Jimenez , Carlos Agudelo

4th IFAC International Conference on Intelligent Control and Automation Sciences ( ICONS16 ), Jun 2016, Reims, France. 6p

Communication dans un congrès hal-01847436v1
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Chronicle based alarm management in startup and shutdown stages

John William Vasquez , Louise Travé-Massuyès , Audine Subias , Fernando Jiménez , Carlos Agudelo

26th International Workshop on Principles of Diagnosis, Aug 2015, Paris, France. pp.277-280

Communication dans un congrès hal-01847469v1
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Towards Active Diagnosis of Hybrid Systems leveraging Multimodel Identification and a Markov Decision Process

Florian de Mortain , Audine Subias , Louise Travé-Massuyès , Vincent De Flaugergues

9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS'15, Sep 2015, Paris, France. 6p., ⟨10.1016/j.ifacol.2015.09.522⟩

Communication dans un congrès hal-01847850v1
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Modélisation et Analyse de chroniques pour le diagnostic

Ghyslain Maitre , Yannick Pencolé , Audine Subias , Houssam Eddine Gougam

Modélisation des Systèmes Réactifs (MSR 2015), Nov 2015, Nancy, France

Communication dans un congrès hal-01224222v1
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Learning chronicles signing multiple scenario instances

Audine Subias , Louise Travé-Massuyès , Euriell Le Corronc

19th World Congress of the International Federation of Automatic Control (IFAC), Aug 2014, Cape Town, South Africa. Paper ThC15.2

Communication dans un congrès hal-02087826v1
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Discriminability Analysis of Supervision Patterns by Net Unfoldings

Houssam Eddine Gougam , Audine Subias , Yannick Pencolé

12th IFAC International Workshop on Discrete Event Systems (2014)-IFAC Proceedings Volumes, May 2014, Cachan, France. pp.459 - 464, ⟨10.3182/20140514-3-FR-4046.00136⟩

Communication dans un congrès hal-01847155v1
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Learning chronicles signing multiple scenario instances

Audine Subias , Louise Travé-Massuyès , Euriell Le Corronc

25th International Workshop on Principles of Diagnosis - DX'14, Sep 2014, Graz, Austria

Communication dans un congrès hal-01162866v1
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Hybrid Causal Model Based Diagnosis. Application to Automotive Embedded Functions

Renaud Pons , Audine Subias , Louise Travé-Massuyès

Embedded Real Time Software and Systems (ERTS2012), Feb 2012, Toulouse, France

Communication dans un congrès hal-02263455v1
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Contribution au diagnostic des systèmes complexes

Audine Subias

Automatique / Robotique. Université Paul Sabatier - Toulouse III, 2006

HDR tel-00134944v1