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John Shawe‐Taylor | Researchclopedia

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John Shawe‐Taylor

Jožef Stefan International Postgraduate School ORCID

649

Works

61,656

Citations

75

h-index

265

i10-index

Research Topics

Neural Networks and Applications Machine Learning and Algorithms Face and Expression Recognition

Affiliations

Leiden University2011–2011

California Institute of Technology2011–2011

University of London1994–2024

UNESCO2021–2021

Institut national de recherche en sciences et technologies du numérique2019–2021

Top Works

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

Nello Cristianini,John Shawe‐Taylor

200013,823 citations

Machine Learning and Data Classification

Image Retrieval and Classification Techniques

Kernel Methods for Pattern Analysis

John Shawe‐Taylor,Nello Cristianini

20046,608 citations

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf,John Platt,et al.

20015,822 citations

An Introduction to Support Vector Machines

Nello Cristianini,John Shawe‐Taylor

20004,120 citations

Canonical Correlation Analysis: An Overview with Application to Learning Methods

David R. Hardoon,Sándor Szedmák,et al.

20043,274 citations

Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. PCR protocols: a guide to methods and applications

Theodore C. White,Thomas D. Bruns,et al.

19902,638 citations

Support Vector Method for Novelty Detection

Bernhard Schölkopf,Robert C. Williamson,et al.

19992,061 citations

Large Margin DAG's for Multiclass Classification

John Platt,Nello Cristianini,et al.

19991,644 citations

Challenges in Representation Learning: A Report on Three Machine Learning Contests

Ian Goodfellow,Dumitru Erhan,et al.

20131,498 citations