Sayan Mukherjee

Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles

Aravind Subramanian, Pablo Tamayo, Vamsi K. Mootha et al. · Proceedings of the National Academy of Sciences · 2005 · 56.7K citations · Full text

Life Sciences, Bioinformatics, Oncology +12

Prediction of central nervous system embryonal tumour outcome based on gene expression

Scott L. Pomeroy, Pablo Tamayo, Michelle Gaasenbeek et al. · Nature · 2002 · 2.4K citations

Medicine, Molecular Genetics, Oncology +12

Choosing Multiple Parameters for Support Vector Machines

Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet et al. · Machine Learning · 2002 · 2.2K citations · Full text

Computing, Computer Science, Data Mining +12

Multiclass cancer diagnosis using tumor gene expression signatures

Sridhar Ramaswamy, Pablo Tamayo, Ryan Rifkin et al. · Proceedings of the National Academy of Sciences · 2001 · 2K citations · Full text

Medicine, Oncology, Pathology +17

Feature Selection for SVMs

Jason Weston, Sayan Mukherjee, Olivier Chapelle et al. · 2000 · 979 citations

Computing, Computer Science, Data Mining +16