Guo-Xian Yu

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 5

Top Topics

Integrating Multiple

Dimensionality Reduction

Cluster Structure

Ensemble Classification

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Knowl. Inf. Syst.

Pattern Recognit.

Publications

Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu
Weighted-object ensemble clustering: methods and analysis. Knowl. Inf. Syst. 51 (2) (2017)
Guangyuan Fu, Jun Wang, Bo Yang, Guo-Xian Yu
NegGOA: negative GO annotations selection using ontology structure. Bioinform. 32 (19) (2016)
Chang Lu, Jun Wang, Zili Zhang, Pengyi Yang, Guo-Xian Yu
NoisyGOA: Noisy GO annotations prediction using taxonomic and semantic similarity. Comput. Biol. Chem. 65 (2016)
Guo-Xian Yu, Guangyuan Fu, Jun Wang, Hailong Zhu
Predicting Protein Function via Semantic Integration of Multiple Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (2) (2016)
Guo-Xian Yu, Wei Luo, Guangyuan Fu, Jun Wang
Interspecies gene function prediction using semantic similarity. BMC Syst. Biol. 10 (4) (2016)
Guo-Xian Yu, Hailong Zhu, Carlotta Domeniconi, Maozu Guo
Integrating multiple networks for protein function prediction. BMC Syst. Biol. 9 (S-1) (2015)
Guo-Xian Yu, Hailong Zhu, Carlotta Domeniconi
Predicting protein functions using incomplete hierarchical labels. BMC Bioinform. 16 (2015)
Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang
Predicting Protein Function Using Multiple Kernels. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (1) (2015)
Guo-Xian Yu, Hailong Zhu, Carlotta Domeniconi, Jiming Liu
Predicting protein function via downward random walks on a gene ontology. BMC Bioinform. 16 (2015)
Guo-Xian Yu, Guoji Zhang, Zili Zhang, Zhiwen Yu, Lin Deng
Semi-supervised classification based on subspace sparse representation. Knowl. Inf. Syst. 43 (1) (2015)
Zhiwen Yu, Le Li, Hau-San Wong, Jane You, Guoqiang Han, Yunjun Gao, Guo-Xian Yu
Probabilistic cluster structure ensemble. Inf. Sci. 267 (2014)
Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zhiwen Yu
Erratum to "Protein Function Prediction Using Multilabel Ensemble Classification". IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu
A Weighted Adaptive Mean Shift Clustering Algorithm. SDM (2014)
Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zhiwen Yu
Protein Function Prediction withIncomplete Annotations. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (3) (2014)
Guo-Xian Yu, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang
Protein Function Prediction Using Dependence Maximization. ECML/PKDD (1) (2013)
Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu
Weighted-Object Ensemble Clustering. ICDM (2013)
Jiehua Wu, Guoji Zhang, Ya-Zhou Ren, Xia-Yan Zhang, Guo-Xian Yu
Exploiting neighbors' latent correlation for link prediction in complex network. ICMLC (2013)
Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang
Protein Function Prediction by Integrating Multiple Kernels. IJCAI (2013)
Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zhiwen Yu
Protein Function Prediction Using Multilabel Ensemble Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (4) (2013)
Guo-Xian Yu, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang, Zhiwen Yu
Transductive multi-label ensemble classification for protein function prediction. KDD (2012)
Guo-Xian Yu, Guoji Zhang, Huzefa Rangwala, Carlotta Domeniconi, Zhiwen Yu
Protein function prediction using weak-label learning. BCB (2012)
Guo-Xian Yu, Guoji Zhang, Zhiwen Yu, Carlotta Domeniconi, Jane You, Guoqiang Han
Semi-supervised ensemble classification in subspaces. Appl. Soft Comput. 12 (5) (2012)
Ya-Zhou Ren, Guoji Zhang, Guo-Xian Yu, Xuan Li
Local and global structure preserving based feature selection. Neurocomputing 89 (2012)
Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You
Semi-supervised classification based on random subspace dimensionality reduction. Pattern Recognit. 45 (3) (2012)
Zhiwen Yu, Hau-San Wong, Jane You, Guo-Xian Yu, Guoqiang Han
Hybrid cluster ensemble framework based on the random combination of data transformation operators. Pattern Recognit. 45 (5) (2012)
Guo-Xian Yu, Zhiwen Yu, Jing Hua, Xuan Li, Jane You
Sparse representation based spectral regression. ICMLC (2011)
Ya-Zhou Ren, Guoji Zhang, Guo-Xian Yu
Random subspace based semi-supervised feature selection. ICMLC (2011)