Pierre Dagnely

According to our database, Pierre Dagnely authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis.

Vishnu Manasa Devagiri, Pierre Dagnely, Veselka Boeva, Elena Tsiporkova

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2020

Distributed AI for Special-Purpose Vehicles.

Kevin Van Vaerenbergh, Henrique Cabral, Pierre Dagnely, Tom Tourwé

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, 2020

Root causes labelling of industrial assets via relevancy estimation of event logs.

Pierre Dagnely, Tom Tourwé, Elena Tsiporkova

Proceedings of the Advances in Data Mining, 2020

2019

Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs.

Pierre Dagnely, Tom Tourwé, Elena Tsiporkova

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining.

Pierre Dagnely, Tom Tourwé, Elena Tsiporkova

Proceedings of the ECML PKDD 2018 Workshops, 2018

Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants.

Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova

Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs.

Pierre Dagnely, Tom Tourwé, Elena Tsiporkova

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing.

Pierre Dagnely, Elena Tsiporkova, Tom Tourwé

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2016

Energy consumption profiling using Gaussian processes.

Christiaan Leysen, Mathias Verbeke, Pierre Dagnely, Wannes Meert

Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

2015

Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline?

Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova, Clara Verhelst

Proceedings of the Data Analytics for Renewable Energy Integration, 2015

A semantic model of events for integrating photovoltaic monitoring data.

Pierre Dagnely, Elena Tsiporkova, Tom Tourwé, Tom Ruette, Karel De Brabandere, Feyswal Assiandi

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015