Jeroen J. Jansen

19 papers Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Combinatorial Order Pre-processing Search (COPS): A new pre-processing strategy for large-scale interpretable data analysis in process analytical technologies.
Comput. Chem. Eng.
Wilson Cardoso, Jussara V. Roque, Jeroen J. Jansen, Sin Yong Teng, Reinaldo F. Teófilo
2025 J jnl
Integrating Expert and Physics Knowledge for Modeling Heat Load in District Heating Systems.
CoRR
Francisco Souza, Thom Badings, Geert J. Postma, Jeroen J. Jansen
2025 J jnl
Integrating Expert and Physics Knowledge for Modeling Heat Load in District Heating Systems.
IEEE Trans. Ind. Informatics
Francisco Souza, Thom Badings, Geert J. Postma, Jeroen J. Jansen
2024 J jnl
Process expert knowledge is essential in creating value from data-driven industrial soft sensors.
Comput. Chem. Eng.
Tim Offermans, Ewa Szymanska, Francisco Alexandre A. Souza, Jeroen J. Jansen
2023 J jnl
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling.
IEEE Trans. Ind. Informatics
Francisco Souza, Tim Offermans, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen
2023 J jnl
Mono/Multi-material Characterization Using Hyperspectral Images and Multi-Block Non-Negative Matrix Factorization.
CoRR
Mahdiyeh Ghaffari, Gerjen H. Tinnevelt, Marcel C. P. van Eijk, Stanislav Podchezertsev, Geert J. Postma, Jeroen J. Jansen
2023 J jnl
Systematic reduction of Hyperspectral Images for high-throughput Plastic Characterization.
CoRR
Mahdiyeh Ghaffari, Mickey C. J. Lukkien, Nematollah Omidikia, Gerjen H. Tinnevelt, Marcel C. P. van Eijk, Jeroen J. Jansen
2022 — conf
Batch Endpoint Prediction using Local Mixture of Batch Time Experts.
MetroXRAINE
Francisco Souza, Tim Offermans, Jeroen J. Jansen
2022 J jnl
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling.
CoRR
Francisco Souza, Tim Offermans, Ruud Barendse, Geert J. Postma, Jeroen J. Jansen
2022 J jnl
Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments.
Comput. Ind.
Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
2021 J jnl
Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling.
Comput. Chem. Eng.
Tim Offermans, Ewa Szymanska, Geert H. van Kollenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen
2021 J jnl
Process PLS: Incorporating substantive knowledge into the predictive modelling of multiblock, multistep, multidimensional and multicollinear process data.
Comput. Chem. Eng.
Geert H. van Kollenburg, Roel Bouman, Tim Offermans, Jan Gerretzen, Lutgarde M. C. Buydens, Henk-Jan van Manen, Jeroen J. Jansen
2020 J jnl
Fusion of Mid-Wave Infrared and Long-Wave Infrared Reflectance Spectra for Quantitative Analysis of Minerals.
Sensors
Feven Desta, Mike Buxton, Jeroen J. Jansen
2020 J jnl
Synchronizing process variables in time for industrial process monitoring and control.
Comput. Chem. Eng.
Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
2020 J jnl
Understanding chemical production processes by using PLS path model parameters as soft sensors.
Comput. Chem. Eng.
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
2012 J jnl
Generic framework for high-dimensional fixed-effects ANOVA.
Briefings Bioinform.
Age K. Smilde, Marieke E. Timmerman, Margriet M. W. B. Hendriks, Jeroen J. Jansen, Huub C. J. Hoefsloot
2009 J jnl
Crossfit analysis: a novel method to characterize the dynamics of induced plant responses.
BMC Bioinform.
Jeroen J. Jansen, Nicole M. van Dam, Huub C. J. Hoefsloot, Age K. Smilde
2005 J jnl
ANOVA-simultaneous component analysis (ASCA): a new tool for analyzing designed metabolomics data.
Bioinform.
Age K. Smilde, Jeroen J. Jansen, Huub C. J. Hoefsloot, Robert-Jan A. N. Lamers, Jan van der Greef, Marieke E. Timmerman
2004 J jnl
Analysis of longitudinal metabolomics data.
Bioinform.
Jeroen J. Jansen, Huub C. J. Hoefsloot, Hans F. M. Boelens, Jan van der Greef, Age K. Smilde