Roel Bouman

According to our database, Roel Bouman authored at least 4 papers between 2020 and 2024.

Collaborative distances:

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

2024

Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need?

Roel Bouman, Zaharah Bukhsh, Tom Heskes

J. Mach. Learn. Res., 2024

Acquiring Better Load Estimates by Combining Anomaly and Change-point Detection in Power Grid Time-series Measurements.

Roel Bouman, Linda Schmeitz, Luco Buise, Jacco Heres, Yuliya Shapovalova, Tom Heskes

CoRR, 2024

2021

Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data.

Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen

Comput. Chem. Eng., 2021

2020

Understanding chemical production processes by using PLS path model parameters as soft sensors.

Geert H. van Kollenburg, Jacoline van Es, Jan Gerretzen, Heleen Lanters, Roel Bouman, Willem Koelewijn, Anthony N. Davies, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen

Comput. Chem. Eng., 2020