• 5667 Citations
  • 41 Scopus h-Index
1992 …2019
If you made any changes in Pure, your changes will be visible here soon.

Research Output 1992 2019

Filter
Conference contribution
2015
18 Citations (Scopus)

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

Data visualization
Experiments
2 Citations (Scopus)

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

Feature extraction
Microarrays
Learning systems
Computational complexity
Throughput
8 Citations (Scopus)

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

Trees (mathematics)
2009
5 Citations (Scopus)

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

Feature Selection
Feature extraction
Regularization
Online Learning
Regularization Parameter
2008
18 Citations (Scopus)

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. Vol. 2. p. 530-540 11 p.

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

Large Data
Feature Selection
Dimensionality
Feature extraction
Personal Computer
4 Citations (Scopus)

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

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

Nomograms
Microarrays
Gene expression
Prostatic Neoplasms
Recurrence