Standout Papers

Gene Selection for Cancer Classification using Support Vector Machin... 1993 2026 2004 2015 5.8k
  1. Gene Selection for Cancer Classification using Support Vector Machines (2002)
    Isabelle Guyon, Jason Weston et al. Machine Learning
  2. SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK (1993)
    Jane Bromley, Léon Bottou et al. International Journal of Pattern Recognition and Artificial Intelligence
  3. Feature extraction : foundations and applications (2006)
    Isabelle Guyon, S.R. Gunn et al. Springer eBooks

Immediate Impact

10 by Nobel laureates 23 from Science/Nature 92 standout
Sub-graph 1 of 20

Citing Papers

ChatGPT Chemistry Assistant for Text Mining and the Prediction of MOF Synthesis
2023 StandoutNobel
A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction
2022 Standout
1 intermediate paper

Works of Isabelle Guyon being referenced

Feature extraction : foundations and applications
2006 Standout
Gene Selection for Cancer Classification using Support Vector Machines
2002 Standout

Author Peers

Author Last Decade Papers Cites
Isabelle Guyon 4125 2784 241 2556 81 10.6k
Lili Yuan 3031 2573 121 3634 113 12.3k
Krzysztof J. Cios 5117 3090 111 1480 98 12.5k
Hui Zou 4949 2616 50 3826 119 23.4k
Chen Ding 2482 1783 108 1435 69 7.0k
Donald Geman 3773 4780 50 2559 86 16.3k
Fuhui Long 2307 1846 100 2119 28 8.0k
Jason Weston 6474 4948 135 5087 91 17.3k
Gunnar Rätsch 3662 3333 62 4728 150 13.8k
Mark Hall 4516 1562 306 2143 81 11.9k
Chris Bishop 4389 2682 99 974 75 11.2k

All Works

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2026