Yvan Vander Heyden

发表

Experimental Design in Method Optimization and Robustness Testing

Bieke Dejaegher, Alexandra Durand, Yvan Vander Heyden, 2009 .

POSTER: Fuzzy Rough Set as feature selection for QSAR modeling of 2,4,5-trisubstituted imidazoles, nontoxic modulators of P-glycoprotein mediated multidrug resistance

Bieke Dejaegher, Yvan Vander Heyden, Simona Funar-Timofei, 2011 .

Validation of Thin Layer Chromatographic Methods

Bieke Dejaegher, Yvan Vander Heyden, D. H. Shewiyo, 2014 .

ORAL PRES. ON INVITATION : Analytical applications of experimental designs

Bieke Dejaegher, Yvan Vander Heyden, 2014 .

Exploratory Data Analysis and Classification of Capillary Electrophoretic Data

Bieke Dejaegher, Alexandra Durand, Yvan Vander Heyden, 2009 .

POSTER: Inter-instrumental transfer of a chiral CE method using precision studies and robustness testing data,

Bieke Dejaegher, Yvan Vander Heyden, Bart De Cock, 2013 .

Supersaturated designs in robustness testing: FEAR method to estimate factor effects in two-level supersaturated designs

Bieke Dejaegher, Yvan Vander Heyden, Johanna Smeyers-Verbeke, 2008 .

INTERNATIONAL LECTURE/COURSE/ORAL PRES. ON INVITATION: Introductory Course to Chemometrics: Experimental Design and Multivariate Data Analysis

Bieke Dejaegher, Yvan Vander Heyden, 2010 .

ORAL PRES.: Experimental designs for the optimization of analytical techniques

Bieke Dejaegher, Yvan Vander Heyden, 2012 .

ORAL PRES.: Alternative methods for multi-objective optimization of Radial Basis Function - Support Vector Machines for Classification

Bieke Dejaegher, Yvan Vander Heyden, Cyril Ruckebusch, 2013 .

Study of the influence of outliers on discrimination and classification models in a small set of multi-class herbal fingerprints"

Bieke Dejaegher, Yvan Vander Heyden, Joëlle Quetin-Leclercq, 2015 .

POSTER: Data handling of chromatographic herbal fingerprints

Bieke Dejaegher, Yvan Vander Heyden, Melanie Dumarey, 2011 .

Robust Cross-Validation of Linear Regression QSAR Models

Yvan Vander Heyden, Danny Coomans, Dmitry A. Konovalov, 2008, J. Chem. Inf. Model..

INTERNATIONAL LECTURE/COURSE/ORAL PRES. ON INVITATION : Basic unsupervised and supervised multivariate data analysis

Bieke Dejaegher, Yvan Vander Heyden, Mohammad Goodarzi, 2011 .

ORAL PRES.: Experimental Design-Based Method Development and its Translation to Chromatographic Methods

Bieke Dejaegher, Yvan Vander Heyden, W. Janssens, 2011 .

POSTER: Identifying significant effects in experimental designs for robustness testing

Bieke Dejaegher, Yvan Vander Heyden, Johanna Smeyers-Verbeke, 2005 .

CHAPTER IN BOOK: Chromatographic development, validation, and data handling of tea fingerprints

Bieke Dejaegher, Yvan Vander Heyden, Y. Heyden, 2013 .

POSTER: Tools for semi-supervised classification

Bieke Dejaegher, Yvan Vander Heyden, Cyril Ruckebusch, 2012 .

Screening designs: Part 2 - Data analysis

Bieke Dejaegher, Yvan Vander Heyden, 2008 .

POSTER: Department Analytical Chemistry and Pharmaceutical Technology (FABI)

Bieke Dejaegher, Yvan Vander Heyden, Debby Mangelings, 2013 .

ORAL PRES. ON INVITATION : Experimental designs for the optimization of analytical techniques

Bieke Dejaegher, Yvan Vander Heyden, 2011 .

POSTER: Screening for critical process parameters in a pharmaceutical freeze-drying process using a Plackett-Burman design and PAT tools

Bieke Dejaegher, Yvan Vander Heyden, Sigrid Pieters, 2010 .

CHAPTER IN BOOK: Experimental design methodologies in the optimization of chiral CE or CEC separations

Bieke Dejaegher, Yvan Vander Heyden, Debby Mangelings, 2013 .

Benchmarking of QSAR Models for Blood-Brain Barrier Permeation

Yvan Vander Heyden, Danny Coomans, Dmitry A. Konovalov, 2007, J. Chem. Inf. Model..

ORAL PRES.: Comparison of different approaches for the optimization of two parameters of Radial Basis Function – Support Vector Machines for Classification

Bieke Dejaegher, Yvan Vander Heyden, Cyril Ruckebusch, 2012 .

POSTER: Process Analytical Technologies: an investment in understanding the pharmaceutical freeze-drying process

Bieke Dejaegher, Yvan Vander Heyden, Sigrid Pieters, 2010 .

ORAL PRES.: Robustness testing of HPLC methods

Bieke Dejaegher, Yvan Vander Heyden, 2007 .

ORAL PRES. ON INVITATION: Multivariate Data Handling in Pharmaceutical Sciences

Bieke Dejaegher, Yvan Vander Heyden, Pierre Van Antwerpen, 2015 .

A review on the application of chromatographic methods, coupled to chemometrics, for food authentication

Yvan Vander Heyden, Jesús Simal-Gándara, M. Esteki, 2018, Food Control.

POSTER: Comparing different descriptor selection strategies in QSRR model building to predict the chromatographic retention of diverse drugs

Bieke Dejaegher, Yvan Vander Heyden, Mohammad Goodarzi, 2011 .

CHAPTER IN BOOK: Experimental design in method optimization an robustness testing

Bieke Dejaegher, Alexandra Durand, Yvan Vander Heyden, 2010 .

Classification Tree Models for the Prediction of Blood-Brain Barrier Passage of Drugs

Yvan Vander Heyden, Danny Coomans, Eric Deconinck, 2006, J. Chem. Inf. Model..

Experimental design-based optimization strategies for chromatographic and capillary electrophoretic separations

Yvan Vander Heyden, Johan Viaene, 2020 .

POSTER: Understanding the pharmaceutical freeze-drying process: a stepping stone towards quality by design

Bieke Dejaegher, Yvan Vander Heyden, Sigrid Pieters, 2010 .

CHAPTER IN BOOK: Validation of gas chromatographic methods

Bieke Dejaegher, Yvan Vander Heyden, Johanna Smeyers-Verbeke, 2012 .

Statistical Confidence for Variable Selection in QSAR Models via Monte Carlo Cross-Validation

Nigel Sim, Yvan Vander Heyden, Danny Coomans, 2008, J. Chem. Inf. Model..

POSTER: Transfer of a chiral CE method using precision and robustness testing data

Bieke Dejaegher, Yvan Vander Heyden, Bart De Cock, 2013 .

CHAPTER IN BOOK: Sequential optimization methods

Bieke Dejaegher, Yvan Vander Heyden, Beata Walczak, 2009 .

POSTER: Comparing different descriptor selection strategies in QSRR to predict the chromatographic retention of diverse drugs

Bieke Dejaegher, Yvan Vander Heyden, Mohammad Goodarzi, 2010 .

Mass spectrometry based metabolomics of volume-restricted in-vivo brain samples: actual status and the way forward

Rawi Ramautar, Yvan Vander Heyden, Thomas Hankemeier, 2021 .

Towards better understanding of feature-selection or reduction techniques for Quantitative Structure–Activity Relationship models

Yvan Vander Heyden, Simona Funar-Timofei, Y. Heyden, 2013 .

Experimental designs and their recent advances in set-up, data interpretation, and analytical applications.

Bieke Dejaegher, Yvan Vander Heyden, Y. Heyden, 2011, Journal of pharmaceutical and biomedical analysis.

Pretreatments of chromatographic fingerprints for quality control of herbal medicines.

Yi-Zeng Liang, Yvan Vander Heyden, Foo-Tim Chau, 2006, Journal of chromatography. A.

Recent advancements in detecting sugar-based adulterants in honey – A challenge

Du Bing, Yvan Vander Heyden, Lanzhen Chen, 2017 .

Prediction of peptide retention at different HPLC conditions from multiple linear regression models.

Yvan Vander Heyden, Paweł Wiczling, Roman Kaliszan, 2005, Journal of proteome research.

Estimating Uncertainty

Yvan Vander Heyden, Ricard Boqué, Alicia Maroto, 2022 .

Predictive-property-ranked variable reduction with final complexity adapted models in partial least squares modeling for multiple responses.

Yvan Vander Heyden, Lutgarde M C Buydens, Y. Heyden, 2013, Analytical chemistry.

Ruggedness and robustness testing.

Bieke Dejaegher, Yvan Vander Heyden, Y. Heyden, 2007, Journal of chromatography. A.

Investigation of the effect of mobile phase composition on selectivity using a solvent‐triangle based approach in achiral SFC

Yvan Vander Heyden, Debby Mangelings, Charlene Muscat Galea, 2017, Journal of pharmaceutical and biomedical analysis.