Researcher
Michael Weyns
- Keywords:Knowledge Graphs, hybrid artificial intelligence, knowledge management, semantics, Anomaly Detection
- Disciplines:Knowledge management, Knowledge representation and machine learning, Knowledge representation and reasoning
Affiliations
- Department of Information technology (Department)
Member
From9 Jul 2019 → Today
Projects
1 - 1 of 1
- Enhancing data analytics for IoT by enabling semantic enrichment of machine learning tasksFrom1 Nov 2020 → TodayFunding: FWO Strategic Basic Research Grant
Publications
1 - 7 of 7
- Leak localization in water distribution networks using GIS-Enhanced autoencoders(2023)
Authors: Michael Weyns, Ganjour Mazaev, Guido Vaes, Filip Vancoillie, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
Pages: 859 - 881 - Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach(2023)
Authors: Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke
Pages: 162 - 178 - A microservice architecture for leak localization in water distribution networks using hybrid AI(2023)
Authors: Ganjour Mazaev, Michael Weyns, Pieter Moens, Pieter Jan Haest, Filip Vancoillie, Guido Vaes, Joeri Debaenst, Aagje Waroux, Kris Marlein, Femke Ongenae, et al.
Pages: 851 - 866 - INK : knowledge graph embeddings for node classification(2022)
Authors: Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae
Pages: 620 - 667 - Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier(2022)
Authors: Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke
Pages: 4854 - 4859 - Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs(2021)Volume: 1479
Authors: Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae, G. Kotsis, A. M. Tjoa, et al.
Pages: 70 - 80 - Conditional constraints for knowledge graph embeddings(2020)Volume: 2635
Authors: Michael Weyns, Pieter Bonte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, M. Alam, D. Buscaldi, M. Cochez, F. Osborne, R. Reforgiato, et al.
Number of pages: 1