Jeroen J. Jansen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 12

Top Topics

Hyperspectral Images

Production Process

Negative Matrix Factorization

Top Venues

Comput. Chem. Eng.

IEEE Trans. Ind. Informatics

Publications

Tim Offermans, Ewa Szymanska, Francisco Alexandre A. Souza, Jeroen J. Jansen
Process expert knowledge is essential in creating value from data-driven industrial soft sensors. Comput. Chem. Eng. 183 (2024)
Mahdiyeh Ghaffari, Mickey C. J. Lukkien, Nematollah Omidikia, Gerjen H. Tinnevelt, Marcel C. P. van Eijk, Jeroen J. Jansen
Systematic reduction of Hyperspectral Images for high-throughput Plastic Characterization. CoRR (2023)
Mahdiyeh Ghaffari, Gerjen H. Tinnevelt, Marcel C. P. van Eijk, Stanislav Podchezertsev, Geert J. Postma, Jeroen J. Jansen
Mono/Multi-material Characterization Using Hyperspectral Images and Multi-Block Non-Negative Matrix Factorization. CoRR (2023)
Francisco Souza, Tim Offermans, Ruud Barendse, Geert Postma, Jeroen J. Jansen
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. IEEE Trans. Ind. Informatics 19 (8) (2023)
Leonardo Galvis, Tim Offermans, Carlo G. Bertinetto, Andrea Carnoli, Emina Karamujic, Weiwei Li, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
Retrospective quality by design r(QbD) for lactose production using historical process data and design of experiments. Comput. Ind. 141 (2022)
Francisco Souza, Tim Offermans, Ruud Barendse, Geert Postma, Jeroen J. Jansen
Contextual Mixture of Experts: Integrating Knowledge into Predictive Modeling. CoRR (2022)
Francisco Souza, Tim Offermans, Jeroen J. Jansen
Batch Endpoint Prediction using Local Mixture of Batch Time Experts. MetroXRAINE (2022)
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)
Tim Offermans, Ewa Szymanska, Geert H. van Kolllenburg, Lutgarde M. C. Buydens, Jeroen J. Jansen
Automatically optimizing dynamic synchronization of individual industrial process variables for statistical modelling. Comput. Chem. Eng. 152 (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)
Tim Offermans, Ewa Szymanska, Lutgarde M. C. Buydens, Jeroen J. Jansen
Synchronizing process variables in time for industrial process monitoring and control. Comput. Chem. Eng. 140 (2020)
Feven Desta, Mike Buxton, Jeroen J. Jansen
Fusion of Mid-Wave Infrared and Long-Wave Infrared Reflectance Spectra for Quantitative Analysis of Minerals. Sensors 20 (5) (2020)
Age K. Smilde, Marieke E. Timmerman, Margriet M. W. B. Hendriks, Jeroen J. Jansen, Huub C. J. Hoefsloot
Generic framework for high-dimensional fixed-effects ANOVA. Briefings Bioinform. 13 (5) (2012)
Jeroen J. Jansen, Nicole M. van Dam, Huub C. J. Hoefsloot, Age K. Smilde
Crossfit analysis: a novel method to characterize the dynamics of induced plant responses. BMC Bioinform. 10 (2009)
Age K. Smilde, Jeroen J. Jansen, Huub C. J. Hoefsloot, Robert-Jan A. N. Lamers, Jan van der Greef, Marieke E. Timmerman
ANOVA-simultaneous component analysis (ASCA): a new tool for analyzing designed metabolomics data. Bioinform. 21 (13) (2005)
Jeroen J. Jansen, Huub C. J. Hoefsloot, Hans F. M. Boelens, Jan van der Greef, Age K. Smilde
Analysis of longitudinal metabolomics data. Bioinform. 20 (15) (2004)