Geert H. van Kollenburg

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 5

Top Topics

Partial Least Squares

Production Process

Chest Radiographs

Top Venues

Comput. Chem. Eng.

Publications

Gizem Karagoz, Geert H. van Kollenburg, Tanir Ozcelebi, Nirvana Meratnia
Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics. TAI4H (2024)
Geert H. van Kollenburg, Richard Verhoeven, Mike Holenderski, Nirvana Meratnia, Daniele Pagano
Modeling Multivariate Relations in Multiblock Semiconductor Manufacturing Data Using Process PLS To Enhance Process Understanding. WSC (2023)
Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen
Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data. Comput. Chem. Eng. 154 (2021)
Geert H. van Kollenburg, Mike Holenderski, Patrizia Vasquez, Nirvana Meratnia
Predictive discarding of wafers based on power leakage predictions from single layer misalignment data. ISM (2021)
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
Understanding chemical production processes by using PLS path model parameters as soft sensors. Comput. Chem. Eng. 139 (2020)
Daniel L. Oberski, Geert H. van Kollenburg, Jeroen K. Vermunt
A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. Adv. Data Anal. Classif. 7 (3) (2013)