基于多层次数据整合的复杂疾病遗传关联分析方法研究
61873214
2018
F0305.生物、医学信息系统与技术
王峻
面上项目
教授
西南大学
16万元
多组学数据整合分析;多层次数据整合;转录组数据处理与分析;功能基因组数据处理与分析;复杂疾病遗传关联分析
2019-01-01到2019-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Multi-View Multiple Clusterings using Deep Matrix Factorization | 会议论文 | Wei Shaowei;Wang Jun;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 2 | Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization | 会议论文 | Xing Yuying;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Zhang Zili;Guo Maozu |
| 3 | Feature selection with missing labels based on label compression and local feature correlation | 期刊论文 | Jiang Lin;Yu Guoxian;Guo Maozu;Wang Jun |
| 4 | 基于网络约束双聚类的癌症亚型分类 | 期刊论文 | 王星;王峻;余国先;郭茂祖 |
| 5 | Individuality-and Commonality-Based Multiview Multilabel Learning | 期刊论文 | Tan Qiaoyu;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 6 | Cross-Species Protein Function Prediction with Asynchronous-Random Walk | 期刊论文 | Zhao Yingwen;Wang Jun;Guo Maozu;Zhang Xiangliang;Yu Guoxian |
| 7 | DualWMDR: detecting epistatic interaction with dual screening and multifactor dimensionality reduction | 期刊论文 | Cao Xia;Yu Guoxian;Ren Wei;Guo Maozu;Wang Jun |
| 8 | ActiveHNE: Active Heterogeneous Network Embedding | 会议论文 | Chen Xia;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Li Zhao;Zhang Xiangliang |
| 9 | Multiple Co-clusterings | 会议论文 | Wang Xing;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Yu Zhiwen;Zhang Zili |
| 10 | Cross-modal Zero-shot Hashing | 会议论文 | Liu Xuanwu;Li Zhao;Wang Jun;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 11 | CDPath: Cooperative driver pathways discovery using integer linear programming and Markov clustering | 期刊论文 | Yang Ziying;Yu Guoxian;Guo Maozu;Yu Jiantao;Zhang Xiangliang;Wang Jun |
| 12 | TrioMDR: Detecting SNP interactions in trio families with model-based multifactor dimensionality reduction | 期刊论文 | Liu Jie;Yu Guoxian;Ren Yazhou;Guo Maozu;Wang Jun |
| 13 | DMIL-III: Isoform-isoform interaction prediction using deep multi-instance learning | 会议论文 | Zeng Jie;Yu Guoxian;Wang Jun;Guo Maozu;Zhang Xiangliang |
| 14 | Cost Effective Multi-label Active Learning via Querying Subexamples | 会议论文 | Chen Xia;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Li Zhao;Zhang Zili |
| 15 | Discovering Multiple Co-Clusterings With Matrix Factorization | 期刊论文 | Wang Jun;Wang Xing;Yu Guoxian;Domeniconi Carlotta;Yu Zhiwen;Zhang Zili |
| 16 | Discovering Multiple Co-Clusterings in Subspaces | 会议论文 | Yao Shixin;Yu Guoxian;Wang Xing;Wang Jun;Domeniconi Carlotta;Guo Maozu |
| 17 | Ranking-Based Deep Cross-Modal Hashing | 会议论文 | Liu Xuanwu;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Ren Yazhou;Guo Maozu |
| 18 | Weighted Matrix Factorization on multi-relational data for LncRNA-Disease Association prediction | 期刊论文 | Wang Yuehui;Yu Guoxian;Wang Jun;Fu Guangyuan;Guo Maozu;Domeniconi Carlotta |
| 19 | Multi-View Multiple Clustering | 会议论文 | Yao Shixing;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 20 | Weakly-supervised Cross-modal Hashing | 期刊论文 | Liu Xuanwu;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Xiao Guoqiang;Guo Maozu |
| 21 | Isoform function prediction based on bi-random walks on a heterogeneous network | 期刊论文 | Yu Guoxian;Wang Keyao;Domeniconi Carlotta;Guo Maozu;Wang Jun |
| 22 | Weighted matrix factorization based data fusion for predicting lncRNA-disease associations | 会议论文 | Yu Guoxian;Wang Yuehui;Wang Jun;Fu Guangyuan;Guo Maozu;Domeniconi Carlotta |
| 23 | CoPath: discovering cooperative driver pathways using greedy mutual exclusivity and bi-clustering | 会议论文 | Yang Ziying;Yu Guoxian;Guo Maozu;Yu Jiantao;Zhang Xiangliang;Wang Jun |
| 24 | Selective Matrix Factorization for Multi-relational Data Fusion | 会议论文 | Wang Yuehui;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Zhang Xiangliang;Guo Maozu |
| 25 | Co-clustering Ensembles based on Multiple Relevance Measures | 期刊论文 | Yu Xianxue;Yu Guoxian;Wang Jun;Domeniconi Carlotta |
| 26 | Predicting protein-protein interactions using high-quality non-interacting pairs | 期刊论文 | Zhang Long;Yu Guoxian;Guo Maozu;Wang Jun |
| 27 | Multiple Independent Subspace Clusterings | 会议论文 | Wang Xing;Wang Jun;Domeniconi Carlotta;Yu Guoxian;Xiao Guoqiang;Guo Maozu |
| 28 | 基于 0-1 矩阵分解的蛋白质功能预测 | 期刊论文 | 赵颖闻;王峻;郭茂祖;张自力;余国先 |
| 29 | Feature-Induced Partial Multi-label Learning | 会议论文 | Yu Guoxian;Chen Xia;Domeniconi Carlotta;Wang Jun;Li Zhao;Zhang Zili;Wu Xindong |
| 30 | Cooperative driver pathway discovery via fusion of multi-relational data of genes, miRNAs, and pathways | 期刊论文 | Wang Jun;Yang Ziying;Domeniconi Carlotta;Zhang Xiangliang;Yu Guoxian |
| 31 | Weighted samples based semi-supervised classification | 期刊论文 | Chen Xia;Yu Guoxian;Tan Qiaoyu;Wang Jun |
| 32 | Differentiating isoform functions with collaborative matrix factorization | 期刊论文 | Wang Keyao;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang;Yu Guoxian |
| 33 | HiSSI: High-der SNP-SNP Interactions Detection based on Efficient Significant Pattern Differential Evolution | 期刊论文 | Cao Xia;Liu Jie;Guo Maozu;Wang Jun |
| 34 | CoDP: Cooperative Driver Pathways Discovery With Matrix Factorization and Tri-Random Walk | 期刊论文 | Yang Ziying;Yu Guoxian;Guo Maozu;Wang Jun |
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