Moamar Sayed-Mouchaweh

85 papers A 2B 3C 12Journal 33Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Satellite fault tolerant attitude control based on expert guided exploration of reinforcement learning agent. J. Exp. Theor. Artif. Intell. Hicham Henna, Houari Toubakh, Mohamed Redouane Kafi, Ömer Gürsoy, Moamar Sayed-Mouchaweh, Mohamed Djemai
2024	A	`conf`	Deep learning for a customised head-mounted fault display system for the maintenance of wind turbines. ICCAD Abdelaziz Bouzidi, Luka Claeys, Raubertin Randrianandraina, Lala H. Rajaoarisoa, Hazem Wannous, Moamar Sayed-Mouchaweh
2024	J	`jnl`	Fault prognosis of subsurface safety valve system with limited real data using self-adaptive neural network. Evol. Syst. Aymen Harrouz, Hajer Salem, Houari Toubakh, Mohamed Redouane Kafi, Moamar Sayed-Mouchaweh
2024	J	`jnl`	Hybrid and co-learning approach for anomalies prediction and explanation of wind turbine systems. Eng. Appl. Artif. Intell. Lala H. Rajaoarisoa, Michal Kuk, Szymon Bobek, Moamar Sayed-Mouchaweh
2023	J	`jnl`	Decentralized fault-tolerant controller based on cooperative smart-wireless sensors in large-scale buildings. J. Netw. Comput. Appl. Lala H. Rajaoarisoa, Nacer Kouider M'Sirdi, Moamar Sayed-Mouchaweh, Laurent Clavier
2023	J	`jnl`	Explainable Predictive Maintenance. CoRR Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed-Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama
2023	C	`conf`	Fault Tolerant Attitude Estimation for Satellite at Low Earth Orbit CoDIT Hicham Henna, Elhadi Gasmi, Houari Toubakh, Mohamed Redouane Kafi, Mohamed Djemai, Moamar Sayed-Mouchaweh
2023	A	`conf`	Faults explanation based on a machine learning model for predictive maintenance purposes. ICCAD Jonathan Jeremie Randriarison, Lala H. Rajaoarisoa, Moamar Sayed-Mouchaweh
2023	C	`conf`	Wind Turbine Generator Bearing Anomaly Detection and Explanation Using RRCF Approach. ICMLA Raubertin Randrianandraina, Julien Chapuy, Lala H. Rajaoarisoa, Moamar Sayed-Mouchaweh
2022	C	`conf`	Explainable Decision Support Tool for IoT Predictive Maintenance within the context of Industry 4.0. ICMLA Moamar Sayed-Mouchaweh, Lala H. Rajaoarisoa
2022	—	`conf`	Switching predictive controller for building optimal thermal comfort. MED Lala H. Rajaoarisoa, Mohammed-Hichem Benzaama, Nacer K. M'Sirdi, Laurent Clavier, Moamar Sayed-Mouchaweh
2021	J	`jnl`	Monitoring of Ball Bearing Based on Improved Real-Time OPTICS Clustering. J. Signal Process. Syst. Hassane Hotait, Xavier Chiementin, Moamar Sayed-Mouchaweh, Lanto Rasolofondraibe
2021	J	`jnl`	Unsupervised Bayesian Non Parametric approach for Non-Intrusive Load Monitoring based on time of usage. Neurocomputing Hajer Salem, Moamar Sayed-Mouchaweh, Moncef Tagina
2020	C	`conf`	Adaptive Data-driven Approach for the Remaining Useful Life Estimation when Few Historical Degradation Sequences are Available. ICMLA Koceila Abid, Moamar Sayed-Mouchaweh, Laurence Cornez
2020	J	`jnl`	Adaptive neurofuzzy H-infinity control of DC-DC voltage converters. Neural Comput. Appl. Gerasimos G. Rigatos, Pierluigi Siano, Moamar Sayed-Mouchaweh
2020	—	`ed.`	IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers IoT Streams/ITEM@PKDD/ECML João Gama, Sepideh Pashami, Albert Bifet, Moamar Sayed-Mouchaweh, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott
2020	J	`jnl`	Neural networks for online learning of non-stationary data streams: a review and application for smart grids flexibility improvement. Artif. Intell. Rev. Zeineb Hammami, Moamar Sayed-Mouchaweh, Wiem Mouelhi, Lamjed Ben Said
2020	J	`jnl`	Online active learning for human activity recognition from sensory data streams. Neurocomputing Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2019	—	`conf`	A Semi-supervised and Online Learning Approach for Non-Intrusive Load Monitoring. ECML/PKDD (3) Hajer Salem, Moamar Sayed-Mouchaweh
2019	—	`conf`	Asynchronous Stochastic Variational Inference. INNSBDDL Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2019	—	`ed.`	ECML PKDD 2018 Workshops - DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers DMLE/IOTSTREAMING@PKDD/ECML Anna Monreale, Carlos Alzate, Michael Kamp, Yamuna Krishnamurthy, Daniel Paurat, Moamar Sayed-Mouchaweh, Albert Bifet, João Gama, Rita P. Ribeiro
2018	C	`ed.`	17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018, Orlando, FL, USA, December 17-20, 2018 ICMLA M. Arif Wani, Mehmed M. Kantardzic, Moamar Sayed-Mouchaweh, João Gama, Edwin Lughofer
2018	J	`jnl`	A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams. IEEE Trans. Neural Networks Learn. Syst. Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2018	J	`jnl`	Active learning for classifying data streams with unknown number of classes. Neural Networks Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2018	J	`jnl`	Asynchronous Stochastic Variational Inference. CoRR Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2018	C	`conf`	Discussion and Review of the Use of Neural Networks to Improve the Flexibility of Smart Grids in Presence of Distributed Renewable Ressources. ICMLA Zeineb Hammami, Moamar Sayed-Mouchaweh, Wiem Mouelhi, Lamjed Ben Said
2018	J	`jnl`	Discussion and review on evolving data streams and concept drift adapting. Evol. Syst. Imen Khamassi, Moamar Sayed-Mouchaweh, Moez Hammami, Khaled Ghédira
2018	J	`jnl`	Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management. Appl. Soft Comput. Mahardhika Pratama, Edwin Lughofer, Suresh Sundaram, Moamar Sayed-Mouchaweh, Igor Skrjanc, Fahed Mostafa
2018	—	`conf`	Fault Prognostics for the Predictive Maintenance of Wind Turbines: State of the Art. DMLE/IOTSTREAMING@PKDD/ECML Koceila Abid, Moamar Sayed-Mouchaweh, Laurence Cornez
2018	—	`ed.`	Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), Riva del Garda, Italy, September 23, 2016. STREAMEVOLV@ECML-PKDD Moamar Sayed-Mouchaweh, Hamid Bouchachia, João Gama, Rita Paula Ribeiro
2017	J	`jnl`	Editorial of the special issue: adaptive and intelligent systems (AIS) for learning, control and optimization in dynamic environments. Evol. Syst. Anthony Fleury, Edwin Lughofer, Moamar Sayed-Mouchaweh
2017	—	`conf`	Hybrid Self Adaptive Learning Scheme for Simple and Multiple Drift-like Fault Diagnosis in Wind Turbine Pitch Sensors. IOTSTREAMING@PKDD/ECML Houari Toubakh, Moamar Sayed-Mouchaweh
2017	—	`ed.`	Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje, Macedonia, September 18-22, 2017. IOTSTREAMING@PKDD/ECML Moamar Sayed-Mouchaweh, Albert Bifet, Hamid Bouchachia, João Gama, Rita Paula Ribeiro
2017	—	`conf`	Self-Adaptive Ensemble Classifier for Handling Complex Concept Drift. IOTSTREAMING@PKDD/ECML Imen Khamassi, Moamar Sayed-Mouchaweh
2016	C	`conf`	A Review on Machine Learning and Data Mining Techniques for Residential Energy Smart Management. ICMLA Hajer Salem, Moamar Sayed-Mouchaweh, Ahlem Ben Hassine
2016	—	`conf`	Active Learning for Data Streams Under Concept Drift and Concept Evolution. STREAMEVOLV@ECML-PKDD Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2016	J	`jnl`	Hybrid dynamic classifier for drift-like fault diagnosis in a class of hybrid dynamic systems: Application to wind turbine converters. Neurocomputing Houari Toubakh, Moamar Sayed-Mouchaweh
2015	—	`conf`	A non-parametric hierarchical clustering model. EAIS Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2015	C	`conf`	Adaptive Modular Approach for Online Fault Diagnosis of Discrete Event Systems. ICMLA Moamar Sayed-Mouchaweh
2015	J	`jnl`	Adaptive and on-line learning in non-stationary environments. Evol. Syst. Edwin Lughofer, Moamar Sayed-Mouchaweh
2015	J	`jnl`	An overview on fault diagnosis and nature-inspired optimal control of industrial process applications. Comput. Ind. Radu-Emil Precup, Plamen Angelov, Bruno Sielly Jales Costa, Moamar Sayed-Mouchaweh
2015	J	`jnl`	Autonomous data stream clustering implementing split-and-merge concepts - Towards a plug-and-play approach. Inf. Sci. Edwin Lughofer, Moamar Sayed-Mouchaweh
2015	J	`jnl`	Decentralized fault diagnosis approach without a global model for fault diagnosis of discrete event systems. Int. J. Control Moamar Sayed-Mouchaweh, Edwin Lughofer
2015	J	`jnl`	Hybrid dynamic data-driven approach for drift-like fault detection in wind turbines. Evol. Syst. Houari Toubakh, Moamar Sayed-Mouchaweh
2015	—	`conf`	Preface. EAIS Moamar Sayed-Mouchaweh, Anthony Fleury, Plamen Angelov, Edwin Lughofer, José Antonio Iglesias
2015	J	`jnl`	Self-Adaptive Windowing Approach for Handling Complex Concept Drift. Cogn. Comput. Imen Khamassi, Moamar Sayed-Mouchaweh, Moez Hammami, Khaled Ghédira
2014	—	`conf`	Decentralized Diagnosis and Diagnosability of a Class of Hybrid Dynamic Systems. ICINCO (2) Louajri H., Moamar Sayed-Mouchaweh
2014	—	`conf`	Decentralized structure for fault diagnosis of a class of hybrid dynamic systems. MED H. Louajri, Moamar Sayed-Mouchaweh
2014	—	`book`	Discrete Event Systems - Diagnosis and Diagnosability Moamar Sayed-Mouchaweh
2014	—	`conf`	Drift detection and monitoring in non-stationary environments. EAIS Imen Khamassi, Moamar Sayed-Mouchaweh
2014	J	`jnl`	Dynamic supervised classification method for online monitoring in non-stationary environments. Neurocomputing Laurent Hartert, Moamar Sayed-Mouchaweh
2014	C	`conf`	Graphical Model Based Approach for Fault Diagnosis of Wind Turbines. ICMLA Adel Aloraini, Moamar Sayed-Mouchaweh
2014	J	`jnl`	Special Issue: Evolving Soft Computing Techniques and Applications. Appl. Soft Comput. Abdelhamid Bouchachia, Edwin Lughofer, Moamar Sayed-Mouchaweh
2013	—	`conf`	Advanced Pattern Recognition Approach for Fault Diagnosis of Wind Turbines. ICMLA (2) Houari Toubakh, Moamar Sayed-Mouchaweh, Eric Duviella
2013	—	`conf`	Inland navigation channel model: Application to the Cuinchy-Fontinettes reach. ICNSC Eric Duviella, Laurent Bako, Moamar Sayed-Mouchaweh, Joaquim Blesa, Yolanda Bolea, Vicenç Puig, Karine Chuquet
2012	J	`jnl`	A clustering-based approach for the identification of a class of temporally switched linear systems. Pattern Recognit. Lett. Moamar Sayed-Mouchaweh, Nadhir Messai
2012	—	`conf`	Abrupt and Drift-Like Fault Diagnosis of Concurent Discrete Event Systems. ICMLA (2) Moamar Sayed-Mouchaweh, Patrice Billaudel
2012	J	`jnl`	Decentralized Fault Free Model Approach for Fault Detection and Isolation of Discrete Event Systems. Eur. J. Control Moamar Sayed-Mouchaweh
2012	—	`conf`	Discussion on fault diagnosis methods of discrete event systems. WODES Janan Zaytoon, Moamar Sayed-Mouchaweh
2012	—	`conf`	Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems. SUM Antoine Chammas, Moamar Sayed-Mouchaweh, Eric Duviella, Stéphane Lecoeuche
2011	—	`conf`	Adaptive Time Window Size to Track Concept Drift. ICMLA (2) Moamar Sayed-Mouchaweh, Janan Zaytoon, Patrice Billaudel
2011	—	`conf`	Boolean temporal model-based approach for the diagnosis of Discrete Event Systems. CASE Noureddine Malki, Moamar Sayed-Mouchaweh
2011	—	`conf`	Dynamic pattern recognition for the diagnosis of evolving systems. EAIS Sofiane Mazeghrane, Laurent Hartert, Moamar Sayed-Mouchaweh
2011	—	`conf`	Estimation of the Number of Clusters Using Heterogeneous Multiple Classifier System. ICANN (2) Omar Ayad, Moamar Sayed-Mouchaweh, Patrice Billaudel
2011	—	`conf`	Learning in dynamic environments: application to the diagnosis of evolving systems. EUSFLAT Conf. Moamar Sayed-Mouchaweh, Omar Ayad, Noureddine Malki
2010	C	`conf`	A Hybrid Multi-classifier to Characterize and Interpret Hemiparetic Patients Gait Coordination. ICMLA Laurent Hartert, Moamar Sayed-Mouchaweh
2010	J	`jnl`	A semi-supervised dynamic version of Fuzzy K-Nearest Neighbours to monitor evolving systems. Evol. Syst. Laurent Hartert, Moamar Sayed-Mouchaweh, Patrice Billaudel
2010	B	`conf`	Dynamic K-Nearest Neighbors for the monitoring of evolving systems. FUZZ-IEEE Laurent Hartert, Moamar Sayed-Mouchaweh, Patrice Billaudel
2010	C	`conf`	Learning in Dynamic Environments: Application to the Identification of Hybrid Dynamic Systems. ICMLA Moamar Sayed-Mouchaweh
2010	J	`jnl`	Semi-supervised classification method for dynamic applications. Fuzzy Sets Syst. Moamar Sayed-Mouchaweh
2010	B	`conf`	Switched Hybrid Dynamic Systems identification based on pattern recognition approach. FUZZ-IEEE Omar Ayad, Moamar Sayed-Mouchaweh, Patrice Billaudel
2009	—	`conf`	A Dynamic Classification Method for the Discrimination of Evolving Data. IFSA/EUSFLAT Conf. Laurent Hartert, Moamar Sayed-Mouchaweh, Patrice Billaudel
2009	—	`conf`	Distributed modeling approach of discrete manufacturing systems by Parts of Plant. ECC Alexandre Philippot, Moamar Sayed-Mouchaweh, Véronique Carré-Ménétrier
2009	—	`conf`	Incremental Possibilistic Approach for Online Clustering and Classification. IFSA/EUSFLAT Conf. Moamar Sayed-Mouchaweh, Bernard Riera
2007	—	`conf`	Decentralized approach for fault diagnosis of discrete event systems. ICINCO-SPSMC Moamar Sayed-Mouchaweh, Alexandre Philippot, Véronique Carré-Ménétrier
2007	—	`conf`	Hybrid pattern recognition method to diagnose dynamic systems. IFAC HMS Mohamed Saïd Bouguelid, Moamar Sayed-Mouchaweh, Patrice Billaudel, Bernard Riera
2007	—	`conf`	New results on diagnosis by fuzzy pattern recognition. ICINCO-ICSO Mohamed Saïd Bouguelid, Moamar Sayed-Mouchaweh, Patrice Billaudel
2006	—	`conf`	Timed-Event-State-Based Diagnoser for Manufacturing Systems. BASYS Moamar Sayed-Mouchaweh, Alexandre Philippot, Véronique Carré-Ménétrier, Bernard Riera
2005	C	`conf`	Detectability and diagnosability of discrete event systems - application on manufacturing systemsdo. ICINCO Moamar Sayed-Mouchaweh, Alexandre Philippot, Véronique Carré-Ménétrier
2004	J	`jnl`	A process monitoring module based on fuzzy logic and pattern recognition. Int. J. Approx. Reason. Arnaud Devillez, Moamar Sayed-Mouchaweh, Patrice Billaudel
2004	B	`conf`	Fuzzy pattern matching with adaptive bin width histograms to maximize classification performances. FUZZ-IEEE Moamar Sayed-Mouchaweh, Patrice Billaudel, Bernard Riera
2002	—	`—`	Conception d'un système de diagnostic adaptatif et prédictif basé sur la méthode Fuzzy Pattern Matching pour la surveillance en ligne des systèmes évolutifs. Moamar Sayed-Mouchaweh
2002	J	`jnl`	Elimination du bruit et détection des zones de haute densité. Rev. d'Intelligence Artif. Moamar Sayed-Mouchaweh, Patrice Billaudel, Gérard Villermain Lecolier
2002	J	`jnl`	Incremental learning in Fuzzy Pattern Matching. Fuzzy Sets Syst. Moamar Sayed-Mouchaweh, Arnaud Devillez, Gérard Villermain Lecolier, Patrice Billaudel
2002	J	`jnl`	Recursive learning in real time using fuzzy pattern matching. Math. Comput. Simul. Moamar Sayed-Mouchaweh, Arnaud Devillez, Gérard Villermain Lecolier, Patrice Billaudel