• 5886 Citations
  • 43 Scopus h-Index
1992 …2019

Research output per year

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Research Output

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Conference contribution
2015

Dimensionality reduction via graph structure learning

Mao, Q., Wang, L., Goodison, S. & Sun, Y., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 765-774 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Scopus citations

Feature selection for nonlinear regression and its application to cancer research

Sun, Y., Yao, J. & Goodison, S., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 73-81 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

SimplePPT: A simple principal tree algorithm

Mao, Q., Yang, L., Wang, L., Goodison, S. & Sun, Y., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 792-800 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations
2009

Online feature selection algorithm with bayesian ℓ 1 regularization

Cai, Y., Sun, Y., Li, J. & Goodison, S., Jul 23 2009, 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009. p. 401-413 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5476 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations
2008

A feature selection algorithm capable of handling extremely large data dimensionality

Sun, Y., Todorovic, S. & Goodison, S., Oct 1 2008, Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130. p. 530-540 11 p. (Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Scopus citations

Combining nomogram and microarray data for predicting prostate cancer recurrence

Sun, Y., Cai, Y. & Goodison, S., Dec 1 2008, 8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008. 4696692. (8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations