Publication

---

Years：[all][2018][2017][2016][2015][2014][2013][2012][2011][2010] [2009][2008] [2007]

2017

---

• Chang Lu+, Xia Chen, Jun Wang, Guoxian Yu*, Zhiwen Yu. Identifying noisy functional annotations of proteins using sparse semantic similarity, SCIENTIA SINICA Informationis, In Print.


• Guoxian Yu*, Guangyuan Fu+, Jun Wang, MaoZu Guo. Predicting irrelevant functions of proteins based on dimensionality reduction, SCIENTIA SINICA Informationis, 2017, 47(10): 1349-1368.


• Qiaoyu Tan+, Guoxian Yu, Jun Wang*, MaoZu Guo. Ensemble Weak-Label Classification by Maximizing Dependency Between Label and Feature, Journal of Software, 2017,28(11): 2851-2864.


• Guoxian Yu, Keyao Wang, Guangyuan Fu, Jun Wang*, An Zen. Protein Function Prediction Based on Multiple Networks Collaborative Matrix Factorization, Journal of Computer Research and Development, 2017, 54(12): 2660-2673.


• Guangyuan Fu, Jun Wang, Carlotta Domeniconi, Guoxian Yu*. Matrix factorization based data fusion for the prediction of lncRNA-disease associations, Bioinformatics, 2018 May 1;34(9):1529-1537. Codes.


• Guoxian Yu*, Guangyuan Fu+, Jun Wang, Yingwen Zhao+. NewGOA: predicting new GO annotations of proteins by bi-random walks on a hybrid graph, IEEE/ACM Transactions on Computational Biology and Bioinformatics (CCF Rank C), In Print. Codes.


• Yanming Yu+, Guoxian Yu*, Xia Chen+ and Yazhou Ren. Semi-supervised Multi-label Linear Discriminant Analysis, 24th International Conference on Neural Information Processing (CCF Rank C), 2017, pp. 688-698.


• Yanming Yu+, Jun Wang*, Qiaoyu Tan+, Lianyin Jia, Guoxian Yu. Semi-supervised Multi-label Dimensionality Reduction based on Dependence Maximization, IEEE ACCESS, 2017, 5: 21927-21940.


• Guoxian Yu, Yingwen Zhao+, Chang Lu+, Jun Wang*. HashGO: Hashing Gene Ontology for protein function prediction, Computational Biology and Chemistry, 2017 Dec;71:264-273.


• Jun Wang, Long Zhang, Lianyin Jia, Yazhou Ren, Guoxian Yu*. Protein-Protein Interactions Prediction using a Novel Local Conjoint Triad Descriptor of Amino Acids Sequence, International Journal of Molecular Sciences, 2017, 18(11), 2373.


• Guoxian Yu*, Chang Lu+, Jun Wang. NoGOA: predicting noisy GO annotations using evidences and sparse representation, BMC Bioinformatics (CCF Rank C), 2017, 18: 350. Codes.


• Qiaoyu Tan+, Yanming Yu+, Guoxian Yu, Jun Wang*. Semi-supervised multi-label classification using incomplete label information, Neurcomputing (CCF Rank C), 2017, 260: 192-202.


• Jun Wang ,Guangjun Yao+, Guoxian Yu*. Semi-supervised classification by discriminative regularization, Applied Soft Computing, 2017, 58: 245-255.


• Guoxian Yu*, Guangyuan Fu+, Chang Lu+, Yazhou Ren, Jun Wang*. BRWLDA: Bi-random walks for predicting lncRNA-disease associations, Oncotarget, 2017, 8(36): 60429-60446.


• Jie Liu+, Guoxian Yu, Yuan Jiang+, Jun Wang*. HiSeeker: Detecting High-Order SNP Interactions Based on Pairwise SNP Combinations, Genes, 2017, 8(6): 153.


• Qiaoyu Tan, Yezi Liu, Xia Chen, Guoxian Yu. Multi-Label Classification Based on Low Rank Representation for Image Annotation, Remote Sensing, 2017, 9(2): 109.


• Yuan Jiang, Jun Wang, Dawen Xia, Guoxian Yu. EnSVMB: Metagenomics Fragments Classification using Ensemble SVM and BLAST, Scientific Reports, 2017, 7: 9440.


• Guoxian Yu, Xianxue Yu, Jun Wang*. Network-aided Bi-Clustering for discovering cancer subtypes, Scientific Reports, 2017, 7: 1046. Codes.


• Xianchun Zou, Guijun Wang, Guoxian Yu*. Protein Function Prediction Using Deep Restricted Boltzmann Machines, BioMed Research International, 2017, 2017(4): 1729301.


• Xianxue Yu, Guoxian Yu, Jun Wang*. Clustering cancer gene expression data by projective clustering ensemble, PLoS ONE, 2017, 12(2): e0171429.


• Xia Chen+, Chang Lu+, Qiaoyu Tan+, Guoxian Yu*. Semi-Supervised Classification based on Clustering Adjusted Similarity, International Journal of Computers and Applications, 2017, 38(4): 210-219.