A semantic model of events for integrating photovoltaic monitoring data. - Pierre Dagnely; Elena Tsiporkova; Tom Tourwé; Tom Ruette; Karel De Brabandere; Feyswal Assiandi (INDIN, 2015)

Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline? - Pierre Dagnely; Tom Ruette; Tom Tourwé; Elena Tsiporkova; Clara Verhelst (DARE, 2015)

Energy consumption profiling using Gaussian processes. - Christiaan Leysen; Mathias Verbeke; Pierre Dagnely; Wannes Meert (IEEE Conf. on Intelligent Systems, 2016)

Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing. - Pierre Dagnely; Elena Tsiporkova; Tom Tourwé (ICAART (2), 2018)

Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (ICMLA, 2018)

Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants. - Pierre Dagnely; Tom Ruette; Tom Tourwé; Elena Tsiporkova (IEEE Conf. on Intelligent Systems, 2018)

Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML, 2018)

Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (BNAIC/BENELEARN, 2019)

Root causes labelling of industrial assets via relevancy estimation of event logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (ICDM, 2020)

Distributed AI for Special-Purpose Vehicles. - Kevin Van Vaerenbergh; Henrique Cabral; Pierre Dagnely; Tom Tourwé (SAFECOMP Workshops, 2020)

Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis. - Vishnu Manasa Devagiri; Pierre Dagnely; Veselka Boeva; Elena Tsiporkova (IDA (2), 2024)

Discovery and characterization of operating modes in a fleet of assets via hypergraph clustering. - Chaitra Harsha; Alessandro Murgia; Pierre Dagnely; Elena Tsiporkova (ISM, 2024)