1993 …2021
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Research Output 1993 2019

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Conference contribution
2016
3 Citations (Scopus)

Absolute fused lasso and its application to genome-wide association studies

Yang, T., Liu, J., Gong, P., Zhang, R., Shen, X. & Ye, J., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1955-1964 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

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

Genes
Mathematical operators
2012
72 Citations (Scopus)

Feature grouping and selection over an undirected graph

Yang, S., Yuan, L., Lai, Y. C., Shen, X., Wonka, P. & Ye, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 922-930 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Feature extraction
16 Citations (Scopus)

Optimal exact least squares rank minimization

Xiang, S., Zhu, Y., Shen, X. T. & Ye, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 480-488 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Image reconstruction
Parameter estimation
Error analysis
Multivariate Analysis
2006
1 Citation (Scopus)

Multiple video object extraction using multi-category ψ-learning

Liu, Y., Zheng, Y. F. & Shen, X. T., Dec 1 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. Vol. 5. 1661424

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

Classifiers
Support vector machines
Learning systems
Experiments
2 Citations (Scopus)

On L1-norm multi-class support vector machines

Wang, L., Shen, X. T. & Zheng, Y. F., Dec 1 2006, Proceedings - 5th International Conference on Machine Learning and Applications, ICMLA 2006. p. 83-88 6 p. 4041474

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

Support vector machines
Feature extraction