Case-based reasoning : Foundational issues, methodological variations, and system approaches, AI communications, vol.7, issue.1, pp.39-59, 1994. ,
Decision support for joint test and diagnosis of production systems based on a concept of shared knowledge, vol.50, pp.15227-15232, 2017. ,
Conversational case-based reasoning, Applied Intelligence, vol.14, issue.1, pp.9-32, 2001. ,
Instance-based learning algorithms, Machine learning, vol.6, issue.1, pp.37-66, 1991. ,
Ensemble clustering for fault diagnosis in industrial plants, Chemical Engineering Transactions, vol.43, pp.1225-1230, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01340593
Unsupervised process monitoring and fault diagnosis with machine learning methods, 2013. ,
A case-based meta-learning and reasoning framework for classifiers selection, Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, p.31, 2018. ,
Introduction to machine learning, 2014. ,
Case-based reasoning, Handbook of Software Engineering and Knowledge Engineering : Volume I : Fundamentals, pp.549-587, 2001. ,
URL : https://hal.archives-ouvertes.fr/hal-01764181
Hybrid systems : Review and recent progress. Software-Enabled Control : Information Technology for Dynamical Systems, vol.273, pp.298-142, 2003. ,
Development of an intelligent and automated system for lean industrial production, adding maximum productivity and efficiency in the production process, Advances in Manufacturing, pp.131-140, 2018. ,
A survey of cross-validation procedures for model selection, Statistics surveys, vol.4, pp.40-79, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00407906
A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ann and support vector machine with hyper-parameters optimization, Applied Soft Computing, vol.13, issue.3, pp.1478-1485, 2013. ,
Evolution of automated production systems in smes : what are the consequences for the employees ?, Xème Conférence Internationale : Conception et Production Intégrées, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01260773
Eager and memorybased non-parametric stochastic search methods for learning control, 2018 IEEE International Conference on Robotics and Automation (ICRA), pp.1-9, 2018. ,
A case-based reasoning system development for statistical process control : Case representation and retrieval, Computers & Industrial Engineering, vol.63, issue.4, pp.1107-1117, 2012. ,
Evaluation des performances des systemes multi-agents, 2013. ,
URL : https://hal.archives-ouvertes.fr/tel-01101049
Evaluation of organization in multiagent systems for fault detection and isolation, Agent and Multi-Agent Systems : Technologies and Applications, pp.69-79, 2015. ,
Intelligent case based decision support system for online diagnosis of automated production system, Journal of Physics : Conference Series, vol.783, p.12009, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01899933
Approche originale utilisant le raisonnement à partir de cas pour le diagnostic en ligne des systèmes automatisés de production, 2017. ,
Automatic acquisition and update of a causal temporal signatures base-for faults diagnosis in automated production systems, In ICINCO, issue.1, pp.262-269, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01899937
Experience management : foundations, development methodology, and internet-based applications, 2002. ,
Similarity assessment and efficient retrieval of semantic workflows, Information Systems, vol.40, pp.115-127, 2014. ,
Application of the logistic function to bio-assay, Journal of the American Statistical Association, vol.39, issue.227, pp.357-365, 1944. ,
Why i prefer logits to probits, Biometrics, vol.7, issue.4, pp.327-339, 1951. ,
Application of case-based reasoning and multi-criteria decision-making methods for material selection in petrochemistry, Proceedings of the Institution of Mechanical Engineers, vol.232, pp.204-212, 2018. ,
Détection d'activités par un système de reconnaissance de chroniques et application au cas des simulations distribuées HLA, 2009. ,
Chronicle modelling using automata and colored petri nets, The 18th International Workshop on Principles of Diagnosis (DX-07), pp.229-234, 2007. ,
La similarité : une notion symbolique/numérique. Apprentissage symbolique-numérique, vol.2, pp.169-201, 2000. ,
From machine learning to machine reasoning, Machine learning, vol.94, issue.2, pp.133-149, 2014. ,
Contribution à la surveillance distribuée des systèmes à événements discrets complexes, 2003. ,
Safety of Computer Architectures, 2013. ,
Multi-agent systems to help managing air traffic structure, pp.1-30, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01567694
Classification and regression trees, 1984. ,
Bagging predictors. Machine learning, vol.24, pp.123-140, 1996. ,
Some properties of splitting criteria, Machine Learning, vol.24, pp.41-47, 1996. ,
Pasting small votes for classification in large databases and on-line, Machine learning, vol.36, issue.1-2, pp.85-103, 1999. ,
Random forests. Machine learning, vol.45, pp.5-32, 2001. ,
Advances in instance selection for instance-based learning algorithms. Data mining and knowledge discovery, vol.6, pp.153-172, 2002. ,
Temporal casebased reasoning for type 1 diabetes mellitus bolus insulin decision support, Artificial intelligence in medicine, 2017. ,
Behaviour recognition using chronicles, Fifth IEEE International Conference on Theoretical Aspects of Software Engineering, pp.100-107, 2011. ,
Introduction to discrete event systems, Springer Science & Business Media, 2009. ,
Fire detection from social media images by means of instancebased learning, Enterprise Information Systems : 17th International Conference, ICEIS 2015, vol.241, p.23, 2015. ,
Continuous system simulation, 2006. ,
Comprehensive survey on distance/similarity measures between probability density functions, City, vol.1, issue.2, p.1, 2007. ,
Ontology and cbr based automated decision-making method for the disassembly of mechanical products, Advanced Engineering Informatics, vol.30, issue.3, pp.564-584, 2016. ,
An integrated framework for effective service and repair in the automotive domain : An application of association mining andcase-based-reasoning, Computers in Industry, vol.62, issue.7, pp.742-754, 2011. ,
An intelligent case-based knowledge management system for quality improvement in nursing homes, VINE Journal of Information and Knowledge Management Systems, vol.48, issue.1, pp.103-121, 2018. ,
Multi-class classification method using twin support vector machines with multi-information for steel surface defects, vol.176, pp.108-118, 2018. ,
Applying belief revision to case-based reasoning, Computational Approaches to Analogical Reasoning : Current Trends, pp.133-161, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01095344
Supervision and monitoring of production systems, IFAC Proceedings Volumes, vol.33, pp.849-854, 2000. ,
Plcs-part 3 : programming languages, 1993. ,
Alarm driven monitoring based on chronicles, IFAC Proceedings Volumes, vol.33, pp.291-296, 2000. ,
Nearest neighbor pattern classification, IEEE transactions on information theory, vol.13, issue.1, pp.21-27, 1967. ,
A complete chronicle discovery approach : application to activity analysis, Expert Systems, vol.29, issue.4, pp.321-346, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01354577
Diagnostic des sed basé sur un modele : trois approches évaluées sur une même étude de cas, 4èmes Journées Doctorales/Journées Nationales MACS (JD-JN-MACS'11), pp.165-170, 2011. ,
A game-theoretic approach to decision in fdi, IEEE Transactions on Automatic Control, vol.48, issue.5, pp.853-858, 2003. ,
Combining three strategies for evolutionary instance selection for instance-based learning. Swarm and Evolutionary Computation, 2018. ,
Diagnosing multiple faults, Artificial intelligence, vol.32, issue.1, pp.97-130, 1987. ,
Real-time retrieval for case-based reasoning in interactive multiagent-based simulations, Expert Systems with Applications, vol.38, issue.5, pp.5145-5153, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00608970
Retrieval, reuse, revision and retention in case-based reasoning, The Knowledge Engineering Review, vol.20, issue.3, pp.215-240, 2005. ,
Coordinated decentralized protocols for failure diagnosis of discrete event systems, Discrete Event Dynamic Systems, vol.10, issue.1-2, pp.33-86, 2000. ,
Hybrid approach for fault diagnosis based on cbr and ontology : using jcolibri framework, Complex Systems (ICCS), 2012 International Conference on, pp.1-8, 2012. ,
Diagnostic à base de modèles des systèmes temporisés et d'une sous-classe de systèmes dynamiques hybrides, 2009. ,
, Report on the 24th international conference on case-based reasoning research and development (iccbr-2016). AI Magazine, vol.38, pp.89-90, 2017.
Reasoning in description logics, Principles of knowledge representation, vol.1, pp.191-236, 1996. ,
Comparison of four direct classification methods for intelligent fault diagnosis of rotating machinery, Applied Soft Computing, vol.46, pp.459-468, 2016. ,
Method for the machine learning of frequent chronicles in an alarm log for the monitoring of dynamic systems, US Patent, vol.7, p.482, 2008. ,
Situation recognition : representation and algorithms, IJCAI, vol.93, pp.166-172, 1993. ,
Suivi et reconnaissance de chroniques. Revue d'intelligence artificielle, vol.8, pp.29-61, 1994. ,
Chronicle recognition for mobility management triggers, Computers and Communications, pp.305-310, 2007. ,
Pattern classification, 2012. ,
Decision support systems and intelligent systems, 2001. ,
Simulation par événements discrets, 1996. ,
Flow monitoring and diagnosis of cyclic production workshops, 2015. ,
URL : https://hal.archives-ouvertes.fr/tel-01742476
Fault diagnosis and identification of discrete event systems using petri nets, WODES 2008. 9th International Workshop on, p.147, 2008. ,
Multi-agent systems : an introduction to distributed artificial intelligence, vol.1, 1999. ,
The use of multiple measurements in taxonomic problems, Annals of human genetics, vol.7, issue.2, pp.179-188, 1936. ,
Conception de la commande d'un système automatisé de production : Apport des graphes et de l'ordonnancement cyclique, 2002. ,
A decision-theoretic generalization of on-line learning and an application to boosting, Journal of computer and system sciences, vol.55, issue.1, pp.119-139, 1997. ,
Experiments with a new boosting algorithm, Icml, vol.96, pp.148-156, 1996. ,
Comparative study of supervised classification algorithms for the detection of atmospheric pollution, Engineering Applications of Artificial Intelligence, vol.24, issue.6, pp.1070-1083, 2011. ,
Agent-based intelligent system development for decision support in chemical process industry, Expert Systems with Applications, vol.36, issue.8, pp.11099-11107, 2009. ,
A survey of fault diagnosis and fault-tolerant techniques-part i : Fault diagnosis with model-based and signal-based approaches, IEEE Transactions on Industrial Electronics, vol.62, issue.6, pp.3757-3767, 2015. ,
, Machine Learning avec Scikit-Learn : Mise en oeuvre et cas concrets. Hors collection. Dunod, 2017.
Automation, production systems, and computer-integrated manufacturing, 2007. ,
Chronicles construction starting from the fault model of the system to diagnose, International Workshop on Principles of Diagnosis (DX04), pp.51-56, 2004. ,
Organizational strategies for personal computing in decision support systems, MIS quarterly, pp.21-27, 1981. ,
Contribution à la synthèse d'observateurs pour les systèmes hybrides, 2010. ,
Error detecting and error correcting codes, Bell Labs Technical Journal, vol.29, issue.2, pp.147-160, 1950. ,
Comparison of random forest, artificial neural networks and support vector machine for intelligent diagnosis of rotating machinery, Transactions of the Institute of Measurement and Control, p.0142331217708242, 2017. ,
Unsupervised learning, The elements of statistical learning, pp.485-585, 2009. ,
A review of optimal sensor deployment to diagnose manufacturing systems, IEEE Access, 2018. ,
From surveillance to digital twin : Challenges and recent advances of signal processing for industrial internet of things, IEEE Signal Processing Magazine, vol.35, issue.5, pp.120-129, 2018. ,
The organization of behavior : A neuropsychological theory, 1949. ,
Toward a diagnostic and prognostic method for knowledge-driven decision-making in smart manufacturing technologies, Disciplinary Convergence in Systems Engineering Research, pp.859-873, 2018. ,
Case-based reasoning adaptation of numerical representations of human organs by interpolation, Expert Systems with Applications, vol.41, issue.2, pp.260-266, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00967441
Decision support systems : a knowledgebased approach, Studies in Informatics and Control, vol.10, issue.1, pp.73-76, 2001. ,
A novel density-based ensemble learning algorithm with application to protein structural classification, vol.21, pp.167-179, 2017. ,
A learning system based on lazy metareasoning, Progress in Artificial Intelligence, vol.7, issue.2, pp.129-146, 2018. ,
Supervision, fault-detection and fault-diagnosis methods-a short introduction, Combustion Engine Diagnosis, pp.25-47, 2017. ,
The class imbalance problem : A systematic study. Intelligent data analysis, vol.6, pp.429-449, 2002. ,
A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines, Neurocomputing, vol.272, pp.619-628, 2018. ,
Interactive case based reasoning through visual representation-supporting the reuse of components in variant-rich products, DS 70 : Proceedings of DESIGN 2012, the 12th International Design Conference, 2012. ,
Machine learning : Trends, perspectives, and prospects, Science, vol.349, issue.6245, pp.255-260, 2015. ,
Contribution à la conception d'un système d'aide à la décision pour la gestion de situations de tension au sein des systèmes hospitaliers. Application à un service d'urgence, 2014. ,
Consideration of human operators in designing manufacturing systems, In Manufacturing System. InTech, 2012. ,
Data clustering-based anomaly detection in industrial control systems, Intelligent Computer Communication and Processing (ICCP), pp.275-281, 2014. ,
Morgan kaufmann publishers inc, 1993. ,
An introduction to case-based reasoning, Artificial intelligence review, vol.6, issue.1, pp.3-34, 1992. ,
Chronicles for on-line diagnosis of distributed systems, ECAI, vol.8, pp.194-198, 2008. ,
URL : https://hal.archives-ouvertes.fr/inria-00461386
Case-Based Reasoning : Experiences, lessons and future directions, 1996. ,
, Deep learning. nature, vol.521, p.436, 2015.
Numerical ecology : second english edition. Developments in environmental modelling, p.20, 1998. ,
New clustering algorithm-based fault diagnosis using compensation distance evaluation technique, Mechanical Systems and Signal Processing, vol.22, issue.2, pp.419-435, 2008. ,
Representation in case-based reasoning applied to control reconfiguration, ICDM, pp.113-120, 2012. ,
Case-based reasoning technology : from foundations to applications, vol.1400, 2003. ,
Similarity measures for retrieval in case-based reasoning systems, Applied Artificial Intelligence, vol.12, issue.4, pp.267-288, 1998. ,
Application of the revision theory to adaptation in case-based reasoning : The conservative adaptation. Case-Based Reasoning Research and Development, pp.239-253, 2007. ,
URL : https://hal.archives-ouvertes.fr/inria-00189626
Artificial intelligence for fault diagnosis of rotating machinery : A review, Mechanical Systems and Signal Processing, vol.108, pp.33-47, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01786576
Smart operators in industry 4.0 : A human-centered approach to enhance operators' capabilities and competencies within the new smart factory context, Computers & industrial engineering, vol.113, pp.144-159, 2017. ,
Early fault detection of machine tools based on deep learning and dynamic identification, IEEE Transactions on Industrial Electronics, 2018. ,
Modélisation et analyse de chroniques pour le diagnostic, Modélisation des Systèmes Réactifs, 2015. ,
The role of forgetting in learning, Machine Learning Proceedings, pp.459-465, 1988. ,
Learning algorithms : theory and applications in signal processing, control and communications, 2018. ,
Un système d'aide à la régulation d'un réseau de transport multimodal perturbé : réponse au problème de congestion, 2012. ,
Intelligent supervision for robust plan execution, Congress of the Italian Association for Artificial Intelligence, pp.151-163, 2011. ,
Machine learning : An artificial intelligence approach, 2013. ,
Fault detection methods : A literature survey, MIPRO, 2011 proceedings of the 34th international convention, pp.750-755, 2011. ,
Quantitative results concerning the utility of explanation-based learning, Artificial Intelligence, vol.42, issue.2-3, pp.363-391, 1990. ,
Does machine learning really work ? AI magazine, vol.18, p.11, 1997. ,
Foundations of machine learning, 2012. ,
Comparison of two classifiers ; k-nearest neighbor and artificial neural network, for fault diagnosis on a main engine journal-bearing, Shock and Vibration, vol.20, issue.2, pp.263-272, 2013. ,
Comparative evaluation of classification methods used in fault diagnosis of industrial processes, IEEE Latin America Transactions, vol.11, issue.2, pp.682-689, 2013. ,
A case-based learning methodology to predict barriers to implementation of smart and sustainable urban energy projects, Cities, vol.60, pp.28-36, 2017. ,
10 human decision makers and automated decision aids : Made for each other ? Automation and human performance : Theory and applications, vol.120, 2018. ,
Pattern recognition and machine learning, Journal of electronic imaging, vol.16, issue.4, p.49901, 2007. ,
Fault-tolerant control of discrete event systems : Comparison of two approaches on the same case study, Emerging Technologies & Factory Automation (ETFA), 2015 IEEE 20th Conference on, pp.1-4, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01238783
Active fault-tolerant control of timed automata with guards, vol.50, pp.13648-13653, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01525062
Multi-agent systems and sandbox games, 2009. ,
Human-machine cooperation to design intelligent manufacturing systems, Industrial Electronics Society, IECON 2016-42nd Annual Conference of the IEEE, pp.5904-5909, 2016. ,
Designing intelligent manufacturing systems through human-machine cooperation principles : A human-centered approach, Computers & Industrial Engineering, vol.111, pp.581-595, 2017. ,
Scikit-learn : Machine learning in python, Journal of machine learning research, vol.12, pp.2825-2830, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00650905
The migration from conventional manufacturing systems for multi-agent paradigm : The first step, Doctoral Conference on Computing, Electrical and Industrial Systems, pp.111-118, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01343472
, , 2004.
, Automatique et informatique industrielle : Bases théoriques, méthodologiques et techniques
Contribution au diagnostic décentralisé des systèmes à événements discrets : Application aux systèmes manufacturiers, 2006. ,
Implementation of diagnosis approach for discrete event systems, International Symposium on Security and Safety of Complex Systems, 2SCS'12, p.page CDROM, 2012. ,
Csp solver for safe plc controller : Application to manufacturing systems, IFAC-PapersOnLine, vol.49, issue.12, pp.402-407, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01899934
A simulation and learning technique for generating knowledge about manufacturing systems behavior, Journal of the Operational Research Society, vol.41, issue.6, pp.461-474, 1990. ,
URL : https://hal.archives-ouvertes.fr/hal-02097778
Cases as terms : A feature term approach to the structured representation of cases, International Conference on Case-Based Reasoning, pp.265-276, 1995. ,
A brief history of decision support systems, DSSResources. COM, World Wide Web, 2007. ,
Human factors in simple and complex systems, 2018. ,
Induction of decision trees, Machine learning, vol.1, issue.1, pp.81-106, 1986. ,
Bagging, boosting, and c4. 5, AAAI/IAAI, vol.1, pp.725-730, 1996. ,
C4. 5 : Programs for machine learning, 1993. ,
On the consistency management of large case bases : the case for validation, To appear in AAAI Technical Report-Verification and Validation Workshop, p.1, 1996. ,
Adaptive online fault diagnosis of manufacturing systems based on devs formalism, vol.50, pp.6825-6830, 2017. ,
On the dangers of cross-validation. an experimental evaluation, Proceedings of the 2008 SIAM International Conference on Data Mining, pp.588-596, 2008. ,
A theory of diagnosis from first principles, Artificial intelligence, vol.32, issue.1, pp.57-95, 1987. ,
Knowledge engineering for decision support on diagnosis and maintenance in the aircraft domain, Synergies Between Knowledge Engineering and Software Engineering, pp.173-196, 2018. ,
Improvement of online adaptation knowledge acquisition and reuse in case-based reasoning : Application to process engineering design, Engineering Applications of Artificial Intelligence, vol.41, pp.1-16, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01879760
Robust control filter for manufacturing systems : application to plc training, 18th World Congress of the International Federation of Automatic Control, 2011. ,
Complementary usage of real and virtual manufacturing systems for safe plc training, IFAC Proceedings Volumes, vol.42, pp.89-94, 2010. ,
Inside case-based reasoning, 2013. ,
Artificial immune systems based multi-agent architecture to perform distributed diagnosis, Journal of Intelligent Manufacturing, pp.1-13, 2017. ,
Répartition dynamique d'activité sur un automate programmable industriel à moniteur non préhemptif. Mémoire de DEA de Production Automatisé, 2005. ,
The perceptron, a perceiving and recognizing automaton Project Para, 1957. ,
Principles of neurodynamics. perceptrons and the theory of brain mechanisms, 1961. ,
Knowledge reuse integrating the collaboration from experts in industrial maintenance management. Knowledge-Based Systems, vol.50, pp.171-186, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00861829
Learning internal representations by error propagation, 1985. ,
Diagnosticabilité modulaire appliquée au Diagnostic en ligne des Systèmes Embarqués Logiques, 2012. ,
Algorithme d'interprétation d'une base de signatures temporelles causales pour le diagnostic en ligne des systèmes à événements discrets, 9th International Conference on Modeling, Optimization & SIMulation, 2012. ,
Causal temporal signature from diagnoser model for online diagnosis of discrete event systems, Control, Decision and Information Technologies, pp.551-556, 2014. ,
A model-checking approach for checking the Consistency of a set of Causal Temporal Signatures, 9th European Workshop on Advanced Control and Diagnosis, pp.1-6, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00801503
Diagnostic des systèmes embarqués critiques : Application à la carte de commande du système de freinage d'un train, Journal Européen des Systèmes Automatisés (JESA), vol.45, issue.1-3, pp.205-220, 2011. ,
A model-checking approach for checking the consistency of a set of causal temporal signatures, 9th European Workshop on Advanced Control and Diagnosis, pp.1-6, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00801503
Fault detection and diagnosis of an industrial steam turbine using fusion of svm (support vector machine) and anfis (adaptive neuro-fuzzy inference system) classifiers. Energy, vol.35, pp.5472-5482, 2010. ,
Would you trust a (faulty) robot ? : Effects of error, task type and personality on human-robot cooperation and trust, Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction, pp.141-148, 2015. ,
Diagnosability of discrete-event systems, IEEE Transactions on automatic control, vol.40, issue.9, pp.1555-1575, 1995. ,
Failure diagnosis using discrete-event models, IEEE transactions on control systems technology, vol.4, issue.2, pp.105-124, 1996. ,
,
Some studies in machine learning using the game of checkers, IBM Journal of research and development, vol.3, issue.3, pp.210-229, 1959. ,
The boosting approach to machine learning : An overview, Nonlinear estimation and classification, pp.149-171, 2003. ,
Vehicle remote health monitoring and prognostic maintenance system, Journal of Advanced Transportation, 2018. ,
Understanding machine learning : From theory to algorithms, 2014. ,
Svm-based dynamic reconfiguration cps for manufacturing system in industry 4.0. Wireless Communications and Mobile Computing, 2018. ,
Modelling the competence of case-bases, European Workshop on Advances in Case-Based Reasoning, pp.208-220, 1998. ,
A systematic analysis of performance measures for classification tasks, Information Processing & Management, vol.45, issue.4, pp.427-437, 2009. ,
Learning of knowledge-intensive similarity measures in case-based reasoning. dissertation. de, 2003. ,
Steven l. alter : Decision support systems : Current practice and continuing challenges, Behavioral Science, vol.27, issue.1, pp.91-92, 1980. ,
Détection d'intrusion pour des réseaux embarqués automobiles : une approche orientée langage, 2015. ,
Distributed diagnosis for discrete-event systems, 2004. ,
Learning chronicles signing multiple scenario instances, IFAC Proceedings Volumes, vol.47, pp.10397-10402, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01162866
Machine learning for predictive maintenance : A multiple classifier approach, IEEE Transactions on Industrial Informatics, vol.11, issue.3, pp.812-820, 2015. ,
Least squares support vector machine classifiers. Neural processing letters, vol.9, pp.293-300, 1999. ,
Digital twin-driven product design, manufacturing and service with big data, The International Journal of Advanced Manufacturing Technology, vol.94, issue.9, pp.3563-3576, 2018. ,
Data-driven smart manufacturing, Journal of Manufacturing Systems, 2018. ,
Bridging data-driven and model-based approaches for process fault diagnosis and health monitoring : A review of researches and future challenges, Annual Reviews in Control, vol.42, pp.63-81, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01399110
A method of temporal analysis to perform online diagnosis in the context of flexible manufacturing system, Industrial Electronics Society, 1990. IECON'90., 16th Annual Conference of IEEE, pp.445-450, 1990. ,
A framework to design a distributed diagnosis in fms, IEEE International Conference on, vol.4, pp.2774-2779, 1996. ,
Time and reasoning for on-line diagnosis of failures in flexible manufacturing systems, Proceedings of the 15th IMACS world congress on scientific computation, modeling, and applied mathematics, vol.6, pp.709-714, 1997. ,
Surveillance et diagnostic en ligne dans les ateliers flexibles de l'industrie manufacturière, vol.1, 1992. ,
Conception d'un système de pilotage distribué, supervisé et multicritère pour les systèmes automatisés de production, 1996. ,
A human-centred design to break the myth of the "magic human" in intelligent manufacturing systems, Service orientation in holonic and multi-agent manufacturing, pp.103-113, 2016. ,
The tool supporting decision making process in area of job-shop scheduling, World Conference on Information Systems and Technologies, pp.490-498, 2017. ,
Multi-agent systems, Foundations of Artificial Intelligence, vol.3, pp.887-928, 2008. ,
How to take into account general and contextual knowledge for interactive aiding design : Towards the coupling of csp and cbr approaches, Engineering Applications of Artificial Intelligence, vol.25, issue.1, pp.31-47, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00760363
Using data mining methods for manufacturing process control, IFAC-PapersOnLine, vol.50, issue.1, pp.6178-6183, 2017. ,
A review of process fault detection and diagnosis : Part iii : Process history based methods, 2003. ,
, Computers & chemical engineering, vol.27, issue.3, pp.327-346
Distributed chronicles to faults recognition, Ciencia e Ingeniería, vol.36, issue.2, pp.73-83, 2015. ,
Evolution of software in automated production systems : Challenges and research directions, Journal of Systems and Software, vol.110, pp.54-84, 2015. ,
A review of diagnostic and prognostic capabilities and best practices for manufacturing, Journal of Intelligent Manufacturing, pp.1-17, 2016. ,
Case-based reasoning is a methodology not a technology, Research and Development in Expert Systems XV, pp.213-223, 1999. ,
Case-based reasoning : A review. The knowledge engineering review, vol.9, pp.327-354, 1994. ,
Comparing lazy and eager learning models for water level forecasting in river-reservoir basins of inundation regions, Environmental Modelling & Software, vol.63, pp.137-155, 2015. ,
Application of multivariate data analysis to machine power measurements as a means of tool life predictive maintenance for reducing product waste, 2018. ,
Support vector machine in machine condition monitoring and fault diagnosis. Mechanical systems and signal processing, vol.21, pp.2560-2574, 2007. ,
Techniques and knowledge used for adaptation during case-based problem solving, International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, pp.497-506, 1998. ,
Data Mining : Practical machine learning tools and techniques, 2016. ,
Estimation of full-body poses using only five inertial sensors : an eager or lazy learning approach ?, Sensors, vol.16, issue.12, p.2138, 2016. ,
Control chart pattern recognition using an integrated model based on binary-tree support vector machine, International Journal of Production Research, vol.53, issue.7, pp.2026-2040, 2015. ,
, Machine learning in manufacturing : advantages, challenges, and applications. Production & Manufacturing Research, vol.4, pp.23-45, 2016.
Case-based reasoning supports fault diagnosis using sensor information. eMaintenance, p.63, 2012. ,
Case-based reasoning classifier based on learning pseudo metric retrieval, Expert Systems with Applications, vol.89, pp.91-98, 2017. ,
A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN), pp.803-808, 2018. ,
, Systèmes dynamiques hybrides. Hermes, 2001.
Overview of fault diagnosis methods for discrete event systems, Annual Reviews in Control, vol.37, issue.2, pp.308-320, 2013. ,
, A study on overfitting in deep reinforcement learning, 2018.
Facial emotion recognition based on biorthogonal wavelet entropy, fuzzy support vector machine, and stratified cross validation, IEEE Access, vol.4, pp.8375-8385, 2016. ,
Representing and matching simulation cases : A case-based reasoning approach, Computers & Industrial Engineering, vol.59, issue.1, pp.115-125, 2010. ,
SARR : Système d'aide a la régulation et la reconfiguration des réseaux de transport multimodal, vol.1, 2007. ,