Onderzoeker
Ganjour Mazaev
- Disciplines:Machine learning en besluitvorming, Datamining
Affiliaties
- Vakgroep Elektronica en Informatiesystemen (Departement)
Lid
Vanaf12 okt 2017 → 31 okt 2023
Projecten
1 - 1 of 1
- Machinaal leren versterkt met fysische kennis en domeinadaptie voor predictief onderhoud.Vanaf1 nov 2019 → 8 okt 2023Financiering: FWO Strategische Onderzoeksbeurs
Publicaties
1 - 9 van 9
- Leak localization in water distribution networks using GIS-Enhanced autoencoders(2023)
Auteurs: Michael Weyns, Ganjour Mazaev, Guido Vaes, Filip Vancoillie, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Pagina's: 859 - 881 - Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach(2023)
Auteurs: Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke
Pagina's: 162 - 178 - A microservice architecture for leak localization in water distribution networks using hybrid AI(2023)
Auteurs: Ganjour Mazaev, Michael Weyns, Pieter Moens, Pieter Jan Haest, Filip Vancoillie, Guido Vaes, Joeri Debaenst, Aagje Waroux, Kris Marlein, Femke Ongenae, et al.
Pagina's: 851 - 866 - Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier(2022)
Auteurs: Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke
Pagina's: 4854 - 4859 - Data-driven prognostics of alternating current solenoid valves(2020)
Auteurs: Ganjour Mazaev, Agusmian Partogi Ompusunggu, Georges Tod, Guillaume Crevecoeur, Sofie Van Hoecke, Jianyu Long, Zhiqiang Pu, Ping Ding
Pagina's: 109 - 115 - Interpretable detection of unstable smart TV usage from power state logs(2019)
Auteurs: Ganjour Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Guillaume Crevecoeur, Sofie Van Hoecke, Petra Perner
Pagina's: 191 - 200 - A convolutional neural network aided physical model improvement for AC solenoid valves diagnosis(2019)
Auteurs: Georges Tod, Ganjour Mazaev, Kerem Eryilmaz, Agusmian Partogi Ompusunggu, Erik Hostens, Sofie Van Hoecke
Pagina's: 223 - 227 - Physics-enhanced machine learning for predictive maintenance of solenoid valves and water distribution networks
Auteurs: Ganjour Mazaev
- Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations
Auteurs: Ganjour Mazaev, Guillaume Crevecoeur, Sofie Van Hoecke
Pagina's: 8418 - 8428