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Jeroen J. Jansen

Radboud University

Nijmegen

Netherlands

  • Radboud University

SCHOLARLY PAPERS

5

DOWNLOADS

386

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Improved Multivariate Sensor Delay Estimation Using a Hierarchical Clustering-Based Approach

Number of pages: 19 Posted: 10 Sep 2024
Tim Offermans, Bente van Son, Carlo G. Bertinetto and Jeroen J. Jansen
Radboud University, Radboud University, affiliation not provided to SSRN and Radboud University
Downloads 135 (540,814)

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Sensor delays, Pre-processing, Industry, Hierarchical clustering, Multivariate analysis, Correlation optimization

2.

Analyzing Sample Size and Cross-Contamination in Plastic Recycling: Enhancing Madscan® and Utilizing Tos

Number of pages: 25 Posted: 04 Jan 2025
Mahsa Akbari Lakeh, Floris Gerritsen, Tycho Aronds, Jeroen J. Jansen and Gerjen H. Tinnevelt
Radboud University, affiliation not provided to SSRN, affiliation not provided to SSRN, Radboud University and Radboud University
Downloads 88 (765,566)

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plastic waste management, cross-contamination determination, differential scanning calorimetry (DSC), polymer quantification

3.

Non-Negative Matrix Factorization and Systematic Simplification of Hyperspectral Images for High-Speed Plastic Sorting

Number of pages: 22 Posted: 19 Sep 2022
Mahdiyeh Ghaffari, Nematollah Omidikia, Gerjen H. Tinnevelt and Jeroen J. Jansen
Radboud University, Radboud University, Radboud University and Radboud University
Downloads 72 (860,052)

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Hyperspectral images, NMF, Plastic characterization, essential information, convex hull

4.

Combinatorial Order Pre-processing Search (COPS): A New Pre-processing Strategy for Large-Scale Interpretable Data Analysis in Process Analytical Technologies

Been accepted to appear in computers & chemical engineering journal.
Number of pages: 50 Posted: 05 Dec 2024
Wilson Cardoso, Jussara Valente Roque, Jeroen J. Jansen, Sin Yong Teng and Reinaldo Teofilo
Universidade Federal de Viçosa (UFV), Federal University of Goias, Radboud University, Radboud University and Universidade Federal de Viçosa (UFV)
Downloads 53 (1,041,696)

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Process Analytical Technology, Chemical Process Monitoring, Pre-processing, Combinatorial Sets, Optimization

5.

Process Expert Knowledge is Essential in Creating Value from Data-Driven Industrial Soft Sensors

Number of pages: 23 Posted: 14 Dec 2023
Tim Offermans, Ewa Szymańska, Francisco A. A. Souza and Jeroen J. Jansen
Radboud University, affiliation not provided to SSRN, Radboud University and Radboud University
Downloads 38 (1,222,651)

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Statistical modelling, Quality control, Soft-sensoring, Optimization, Variable selection, Industry 5.0