World's Best Scientists 2026 revealed!
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Computer Science
Netherlands
2025

D-Index & Metrics

Computer Science

D-Index
74
Citations
44062
World Ranking
1447
National Ranking
12

Research.com Recognitions

  • 2025 - Research.com Computer Science in Netherlands Leader Award
  • 2022 - Research.com Computer Science in Netherlands Leader Award
  • 2002 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to statistical pattern recognition and for service to IAPR.

Overview

Robert P. W. Duin is affiliated with Delft University of Technology in the Netherlands. The scientist's work centers on the field of Computer Science, with a focus on specific subfields including Computer Vision and Pattern Recognition and Artificial Intelligence.

The main topics of Duin's research include:

  • Image Retrieval and Classification Techniques
  • Image Processing and 3D Reconstruction
  • AI in cancer detection

Duin has contributed to academic literature, with notable recent publications including:

  • "The Origin of Patterns," published in 2021 in Frontiers in Computer Science

Publication venues for this scientist primarily include:

  • Frontiers in Computer Science

Recognition in the field includes the award of Fellow of the International Association for Pattern Recognition (IAPR) in 2002, citing contributions to statistical pattern recognition and service to IAPR.

Best Publications

  • Statistical pattern recognition: a review

    A.K. Jain;R.P.W. Duin;Jianchang Mao

  • On combining classifiers

    J. Kittler;M. Hatef;R.P.W. Duin;J. Matas

  • Support Vector Data Description

    David M. J. Tax;Robert P. W. Duin

  • Support vector domain description

    David M. J. Tax;Robert P. W. Duin

  • Decision templates for multiple classifier fusion: an experimental comparison.

    Ludmila I. Kuncheva;James C. Bezdek;Robert P.W. Duin

  • Classification, Parameter Estimation and State Estimation: An Engineering Approach Using MATLAB

    Ferdinand van der Heijden;Robert Duin;Dick de Ridder;David M J Tax

  • The Dissimilarity Representation for Pattern Recognition: Foundations and Applications

    Elizbieta Pekalska;Robert P. W. Duin

  • Bagging, Boosting and the Random Subspace Method for Linear Classifiers

    Marina Skurichina;Robert P. W. Duin

  • Multiclass linear dimension reduction by weighted pairwise Fisher criteria

    M. Loog;R.P.W. Duin;R. Haeb-Umbach

  • Feedforward neural networks with random weights

    W.F. Schmidt;M.A. Kraaijveld;R.P.W. Duin

  • Data domain description using support vectors.

    David M. J. Tax;Robert P. W. Duin

  • Combining multiple classifiers by averaging or by multiplying

    David M.J. Tax;Martijn van Breukelen;Robert P.W. Duin;Josef Kittler

  • The combining classifier: to train or not to train?

    R.P.W. Duin

  • Limits on the majority vote accuracy in classifier fusion

    Ludmila I. Kuncheva;Christopher J. Whitaker;Catherine A. Shipp;Robert P. W. Duin

  • A generalized kernel approach to dissimilarity-based classification

    Elzbieta Pekalska;Pavel Paclik;Robert P. W. Duin

  • Uniform object generation for optimizing one-class classifiers

    David M. J. Tax;Robert P. W. Duin

  • Prototype selection for dissimilarity-based classifiers

    Elbieta Pkalska;Robert P. W. Duin;Pavel Paclík

  • Experiments with Classifier Combining Rules

    Robert P. W. Duin;David M. J. Tax

  • Supervised locally linear embedding

    Dick de Ridder;Olga Kouropteva;Oleg Okun;Matti Pietikäinen

  • Linear dimensionality reduction via a heteroscedastic extension of LDA: the Chernoff criterion

    R.P.W. Duin;M. Loog

  • The Dissimilarity Representation for Pattern Recognition: Foundations And Applications (Machine Perception and Artificial Intelligence)

    Elzbieta Pekalska;Robert P. W. Duin

  • Decision templates for multiple classi"er fusion: an experimental comparison

    Ludmila I. Kuncheva;James C. Bezdek;Robert P. W. Duin

Frequent Co-Authors

David M. J. Tax
David M. J. Tax Delft University of Technology
Marco Loog
Marco Loog Radboud University
Josef Kittler
Josef Kittler University of Surrey
Ludmila I. Kuncheva
Ludmila I. Kuncheva Bangor University
Horst Bunke
Horst Bunke University of Bern
Vittorio Murino
Vittorio Murino University of Verona
Bram van Ginneken
Bram van Ginneken Radboud University
Richard Wilson
Richard Wilson Harvard University
Paolo Brambilla
Paolo Brambilla University of Milan
Christopher J. Whitaker
Christopher J. Whitaker Bangor University

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