Pierre Dagnely

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Top Venues

IEEE Conf. on Intelligent Systems

BNAIC/BENELEARN

Publications

Vishnu Manasa Devagiri, Pierre Dagnely, Veselka Boeva, Elena Tsiporkova
Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis. IDA (2) (2024)
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
Root causes labelling of industrial assets via relevancy estimation of event logs. ICDM (2020)
Kevin Van Vaerenbergh, Henrique Cabral, Pierre Dagnely, Tom Tourwé
Distributed AI for Special-Purpose Vehicles. SAFECOMP Workshops (2020)
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs. BNAIC/BENELEARN (2019)
Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova
Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants. IEEE Conf. on Intelligent Systems (2018)
Pierre Dagnely, Elena Tsiporkova, Tom Tourwé
Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing. ICAART (2) (2018)
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs. ICMLA (2018)
Christiaan Leysen, Mathias Verbeke, Pierre Dagnely, Wannes Meert
Energy consumption profiling using Gaussian processes. IEEE Conf. on Intelligent Systems (2016)
Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova, Clara Verhelst
Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline? DARE (2015)
Pierre Dagnely, Elena Tsiporkova, Tom Tourwé, Tom Ruette, Karel De Brabandere, Feyswal Assiandi
A semantic model of events for integrating photovoltaic monitoring data. INDIN (2015)