Lutgarde M. C. Buydens

Research.com Recognitions

• 2016 - Member of Academia Europaea

Overview

Best Publications

• Self- and Super-organizing Maps in R: The kohonen Package

  Ron Wehrens;Lutgarde M. C. Buydens

  894
  Citations

• The bootstrap: a tutorial

  Ron Wehrens;Hein Putter;Lutgarde M.C Buydens

  620
  Citations

• Using support vector machines for time series prediction

  U Thissen;R van Brakel;A.P de Weijer;W.J Melssen

  598
  Citations

• NMR and pattern recognition methods in metabolomics: from data acquisition to biomarker discovery: a review.

  Agnieszka Smolinska;Lionel Blanchet;Lionel Blanchet;Lutgarde M.C. Buydens;Sybren S. Wijmenga

  482
  Citations

• Convolutional neural networks for vibrational spectroscopic data analysis

  Jacopo Acquarelli;Twan van Laarhoven;Jan Gerretzen;Thanh N. Tran

  428
  Citations

• Triple-negative breast cancer: Present challenges and new perspectives

  Franca Podo;Lutgarde M.C. Buydens;Hadassa Degani;Riet Hilhorst

  403
  Citations

• Facilitating the application of Support Vector Regression by using a universal Pearson VII function based kernel

  B. Üstün;W.J. Melssen;L.M.C. Buydens

  376
  Citations

• Possibilities of visible–near-infrared spectroscopy for the assessment of soil contamination in river floodplains

  L Kooistra;R Wehrens;R.S.E.W Leuven;L.M.C Buydens

  355
  Citations

• Supervised Kohonen networks for classification problems

  Willem Melssen;Ron Wehrens;Lutgarde Buydens

  273
  Citations

• Determination of optimal support vector regression parameters by genetic algorithms and simplex optimization

  B. Üstün;W.J. Melssen;M. Oudenhuijzen;L.M.C. Buydens

  228
  Citations

• Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

  Thanh N. Tran;Thanh N. Tran;Nelson Lee Afanador;Nelson Lee Afanador;Lutgarde M.C. Buydens;Lionel Blanchet

  228
  Citations

• Multivariate calibration with least-squares support vector machines

  Uwe Thissen;Bülent Üstün;Willem J. Melssen;Lutgarde M. C. Buydens

  222
  Citations

• Using artificial neural networks for solving chemical problems Part I. Multi-layer feed-forward networks

  J.R.M. Smits;W.J. Melssen;L.M.C. Buydens;G. Kateman

  219
  Citations

• Exploring field vegetation reflectance as an indicator of soil contamination in river floodplains.

  L Kooistra;E.A.L Salas;J.G.P.W Clevers;R Wehrens

  213
  Citations

• Visualisation and interpretation of Support Vector Regression models.

  B. Üstün;W.J. Melssen;L.M.C. Buydens

  211
  Citations

• Development of robust calibration models in near infra-red spectrometric applications

  H. Swierenga;F. Wülfert;O.E. de Noord;A.P. de Weijer

  192
  Citations

• Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

  I. Stanimirova;B. Üstün;T. Cajka;K. Riddelova

  190
  Citations

• Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy.

  Juan M. García-Gómez;Jan Luts;Margarida Julià-Sapé;Patrick Krooshof

  175
  Citations

• Improvement of PLS model transferability by robust wavelength selection

  H. Swierenga;P.J. de Groot;A.P. de Weijer;M.W.J. Derksen

  175
  Citations

• KNN-kernel density-based clustering for high-dimensional multivariate data

  Thanh N. Tran;Ron Wehrens;Lutgarde M. C. Buydens

  167
  Citations