Standout Papers

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods 2000 2026 2008 2017 7.5k
  1. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods (2000)
    Nello Cristianini, John Shawe‐Taylor Cambridge University Press eBooks
  2. Kernel Methods for Pattern Analysis (2004)
    John Shawe‐Taylor, Nello Cristianini Cambridge University Press eBooks
  3. Estimating the Support of a High-Dimensional Distribution (2001)
    Bernhard Schölkopf, John Platt et al. Neural Computation
  4. An Introduction to Support Vector Machines (2000)
    Nello Cristianini, John Shawe‐Taylor ePrints Soton (University of Southampton)
  5. Canonical Correlation Analysis: An Overview with Application to Learning Methods (2004)
    David R. Hardoon, Sándor Szedmák et al. Neural Computation
  6. Support Vector Method for Novelty Detection (1999)
    Bernhard Schölkopf, Robert C. Williamson et al. UCL Discovery (University College London)
  7. Large Margin DAG's for Multiclass Classification (1999)
    John Platt, Nello Cristianini et al. ePrints Soton (University of Southampton)
  8. Artificial Intelligence Alone Will Not Democratise Education: On Educational Inequality, Techno-Solutionism and Inclusive Tools (2024)
    María Pérez‐Ortiz, Catherine Holloway et al. Sustainability

Immediate Impact

3 by Nobel laureates 17 from Science/Nature 73 standout
Sub-graph 1 of 23

Citing Papers

Principles and therapeutic applications of adaptive immunity
2024 Standout
Toward an AI Era: Advances in Electronic Skins
2024 Standout

Works of John Shawe‐Taylor being referenced

Tracking global changes induced in the CD4 T-cell receptor repertoire by immunization with a complex antigen using short stretches of CDR3 protein sequence
2014
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
2000 Standout

Author Peers

Author Last Decade Papers Cites
John Shawe‐Taylor 11202 6976 2568 262 24.8k
Peter J. Rousseeuw 8529 4598 3579 175 45.6k
Andrew Y. Ng 18601 10075 1857 137 35.1k
Johan A. K. Suykens 7192 4614 1442 444 24.1k
Alex Smola 9645 4970 1396 89 25.0k
Peter E. Hart 9974 8593 1809 69 27.3k
Teuvo Kohonen 12933 6109 2686 76 29.4k
Chih‐Jen Lin 11281 9876 4422 102 34.5k
Zhi‐Hua Zhou 14247 8898 2000 308 24.7k
Robert E. Schapire 13613 6331 3103 112 40.2k
Ruslan Salakhutdinov 15680 11827 2230 89 38.0k

All Works

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Rankless by CCL
2026