Svante Wold

Research.com Recognitions

• 2022 - Research.com Engineering and Technology in Sweden Leader Award

Overview

Best Publications

• Principal component analysis

  Svante Wold;Kim H Esbensen;Kim H Esbensen;Paul Geladi;Paul Geladi

  13686
  Citations

• PLS-regression: a basic tool of chemometrics

  Svante Wold;Michael Sjöström;Lennart Eriksson

  11156
  Citations

• Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models

  Svante Wold

  3236
  Citations

• The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

  S. Wold;A. Ruhe;H. Wold;W. J. Dunn

  3116
  Citations

• Orthogonal projections to latent structures (O-PLS)

  Johan Trygg;Svante Wold

  2790
  Citations

• Pattern recognition by means of disjoint principal components models

  Svante Wold

  1460
  Citations

• Orthogonal signal correction of near-infrared spectra

  Svante Wold;Henrik Antti;Fredrik Lindgren;Jerker Öhman

  1418
  Citations

• The multivariate calibration problem in chemistry solved by the PLS method

  S. Wold;H. Martens;H. Wold

  1364
  Citations

• Analysis of variance (ANOVA)

  Lars St»hle;Svante Wold

  1128
  Citations

• Multi‐way principal components‐and PLS‐analysis

  Svante Wold;Paul Geladi;Kim Esbensen;Jerker Öhman

  983
  Citations

• PLS: Partial Least Squares Projections to Latent Structures

  S. Wold;E. Johansson;Marina Cocchi

  806
  Citations

• Multivariate Data Analysis in Chemistry

  Svante Wold;C. Albano;W. J. Dunn;U. Edlund

  799
  Citations

• CV‐ANOVA for significance testing of PLS and OPLS® models

  Lennart Eriksson;Johan Trygg;Svante Wold

  777
  Citations

• Nonlinear PLS modeling

  Svante Wold;Nouna Kettaneh-Wold;Bert Skagerberg

  747
  Citations

• SIMCA: A Method for Analyzing Chemical Data in Terms of Similarity and Analogy

  Svante Wold;Michael Sjöström

  745
  Citations

• Some recent developments in PLS modeling

  Svante Wold;Johan Trygg;Anders Berglund;Henrik Antti

  744
  Citations

• Partial Least Squares Projections to Latent Structures (PLS) in Chemistry

  Svante Wold;Michael Sjöström;Lennart Eriksson

  727
  Citations

• Peptide quantitative structure-activity relationships, a multivariate approach.

  S Hellberg;M Sjöström;B Skagerberg;S Wold

  658
  Citations

• Partial least squares analysis with cross‐validation for the two‐class problem: A Monte Carlo study

  Lars Ståhle;Svante Wold

  646
  Citations

• A completely automatic french curve: fitting spline functions by cross validation

  G. Wahba;S. Wold

  641
  Citations

• Modelling and diagnostics of batch processes and analogous kinetic experiments

  Svante Wold;Nouna Kettaneh;Håkan Fridén;Andrea Holmberg

  545
  Citations

• Spline Functions in Data Analysis

  Svante Wold

  499
  Citations

• Hierarchical multiblock PLS and PC models for easier model interpretation and as an alternative to variable selection

  Svante Wold;Nouna Kettaneh;Kjell Tjessem

  486
  Citations

• The kernel algorithm for PLS

  Fredrik Lindgren;Paul Geladi;Svante Wold

  463
  Citations

• A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm

  Stefan Rännar;Fredrik Lindgren;Paul Geladi;Svante Wold

  446
  Citations