Source: https://theses.hal.science/tel-04637090 ; Numerical Analysis [cs.NA]. Université Paul Sabatier - Toulouse III, 2023. English. ⟨NNT : 2023TOU30372⟩.

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Dissertation/ Thesis

Leveraging process mining for knowledge extraction and process optimization ; Extraction de connaissances pour l'optimisation des processus de production par process mining

Authors : Duong, Le Toan;

Subjects: Conformance checking; Discrete event models; Process Mining

Source: https://theses.hal.science/tel-04188502 ; Other [cs.OH]. INSA de Toulouse, 2023. English. ⟨NNT : 2023ISAT0010⟩.

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Conference

A community-sourced view on engineering digital twins: A Report from the EDT.Community

Authors : Cleophas, Loek; Godfrey, Thomas; Khelladi, Djamel, Eddine ...

Subjects: digital twin digital engineering systems engineering; digital twin; digital engineeringMontréalMontréal, Canada

Source: MODELS '22: Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings ; ModDiT 2022 - 2nd International Workshop on Model-Driven

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Academic Journal

Towards big industrial data mining through explainable automated machine learning

Authors : Garouani, Moncef; Ahmad, Adeel; Bouneffa, Mourad ...

Subjects: Machine learning; AutoML; Explainable AI

Source: ISSN: 0268-3768.

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Academic Journal

Feature extraction and health status prediction in PV systems

Authors : Sepúlveda Oviedo, Edgar Hernando; Travé-Massuyès, Louise; Subias, Audine ...

Subjects: photovoltaic system; fault classification; feature extraction

Source: ISSN: 1474-0346 ; Advanced Engineering Informatics ; https://hal.science/hal-03736670 ; Advanced Engineering Informatics, 2022, 53, pp.101696. ⟨10.1016/j.aei.2022.101696⟩ ;

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Conference

A Multi-phase Iterative Approach for Anomaly Detection and its Agnostic Evaluation

Authors : Ducharlet, Kévin; Travé-Massuyès, Louise; Le Lann, Marie-Véronique ...

Subjects: Anomaly detection; Machine learning; Agnostic evaluationKitakyushu; Japan

Source: 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems IEA/AIE 2020https://laas.hal.science/hal-0308941133rd International

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Report

Certification of embedded systems based on Machine Learning: A survey

Authors : Vidot, Guillaume; Gabreau, Christophe; Ober, Ileana ...

Subjects: [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-ES]Computer Science [cs]/Embedded Systems

Source: https://hal.science/hal-03252906 ; 2021.

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Report

Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis

Authors : Bennis, Achraf; Mouysset, Sandrine; Serrurier, Mathieu ...

Subjects: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]

Source: https://hal.science/hal-02483979 ; 2020.

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Conference

Monitoring based on time-frequency tracking of estimated harmonic series and modulation sidebands

Authors : Gerber, Timothée; Martin, Nadine; Mailhes, Corinne ...

Subjects: [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingLyon; France

Source: CMMNO 2014 - 4th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations ; https://hal.science/hal-01044446 ; CMMNO 2014 - 4th International Conference on Condition

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Academic Journal

Time-Frequency Tracking of Spectral Structures Estimated by a Data-Driven Method

Authors : Gerber, Timothée; Martin, Nadine; Mailhes, Corinne ...

Subjects: fault diagnosis; signal processing; wind turbines

Source: ISSN: 0278-0046 ; IEEE Transactions on Industrial Electronics ; https://hal.science/hal-01202530 ; IEEE Transactions on Industrial Electronics, 2015, 52 (10), pp.6616-6626.

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نتائج البحث

فلترة النتائج

Predictive maintenance of aircraft bleed air systems : an approach based on machine learning and variational autoencoders ; Maintenance prédictive des systèmes d'air d'avion : une approche basée sur l'apprentissage automatique et les autoencodeurs variationnels

Leveraging process mining for knowledge extraction and process optimization ; Extraction de connaissances pour l'optimisation des processus de production par process mining

A community-sourced view on engineering digital twins: A Report from the EDT.Community

Towards big industrial data mining through explainable automated machine learning

Feature extraction and health status prediction in PV systems

A Multi-phase Iterative Approach for Anomaly Detection and its Agnostic Evaluation

Certification of embedded systems based on Machine Learning: A survey

Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis

Monitoring based on time-frequency tracking of estimated harmonic series and modulation sidebands

Time-Frequency Tracking of Spectral Structures Estimated by a Data-Driven Method

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