面向可变剪接异构体功能预测的数据整合方法研究
61872300
2018
F0213.生物信息计算与数字健康
余国先
面上项目
教授
山东大学
63万元
数据整合;基因功能;蛋白质互作网络;可变剪接;机器学习
2019-01-01到2022-12-31
- 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 | Few-shot partial multi-label learning with data augmentation | 会议论文 | Sun Yifan;Zhao Yunfeng;Yu Guoxian;Yan Zhongmin;Domeniconi Carlotta |
| 2 | 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 |
| 3 | Weakly-supervised cross-modal hashing | 期刊论文 | Liu Xuanwu;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Xiao Guoqiang;Guo Maozu |
| 4 | Multiple clusterings of heterogeneous information networks | 期刊论文 | Wei Shaowei;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 5 | IsoDA: Isoform-disease association prediction by multi-omics data fusion | 期刊论文 | Huang Qiuyue;Wang Jun;Zhang Xiangliang;Guo Maozu;Yu Guoxian |
| 6 | HiSSI: High-order SNP-SNP interactions detection based on efficient significant pattern differential evolution | 期刊论文 | Cao Xia;Liu Jie;Guo Maozu;Wang Jun |
| 7 | CMAL: Cost-effective multi-label active learning by querying subexamples | 期刊论文 | Yu Guoxian;Chen Xia;Carlotta Domeniconi;Wang Jun;Li Zhao;Zhang Zili;Zhang Xiangliang |
| 8 | Individuality- and commonality-based multiview multilabel learning | 期刊论文 | Tan Qiaoyu;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 9 | 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 |
| 10 | 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 |
| 11 | Weakly-supervised multi-view multi-instance multi-label learning | 会议论文 | Xing Yuying;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 12 | Active multi-label crowd consensus | 期刊论文 | Yu Guoxian;Tu Jinzheng;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 13 | 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 |
| 14 | CrowdWT: Crowdsourcing via joint modeling of workers and tasks | 期刊论文 | Tu Jinzheng;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Guo Maozu;Zhang Xiangliang |
| 15 | Lung cancer subtype diagnosis using weakly-paired multi-omics data | 期刊论文 | Wang Xingze;Yu Guoxian;Wang Jun;Zain Azlan Mohd;Guo Wei |
| 16 | EpiHNet: Detecting epistasis by heterogeneous molecule network | 期刊论文 | Wang Xin;Zhang Huiling;Wang Jun;Yu Guoxian;Cui Lizhen;Guo Maozu |
| 17 | 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 |
| 18 | DeepIII: Predicting isoform-isoform interactions by deep neural networks and data fusion | 期刊论文 | Wang Jun;Zhang Long;Zeng An;Xia Dawen;Yu Jiantao;Yu Guoxian |
| 19 | Lung cancer subtype diagnosis by fusing image-genomics data and hybrid deep networks | 期刊论文 | Wang Xingze;Yu Guoxian;Yan Zhongmin;Wan Lin;Wang Wei;Cui Lizhen |
| 20 | 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 |
| 21 | Co-clustering ensembles based on multiple relevance measures | 期刊论文 | Yu Xianxue;Yu Guoxian;Wang Jun;Domeniconi Carlotta |
| 22 | Noise-robust deep cross-modal hashing | 期刊论文 | Wang Runmin;Yu Guoxian;Zhang Hong;Guo Maozu;Cui Lizhen;Zhang Xiangliang |
| 23 | EpiMC: Detecting Epistatic Interactions Using Multiple Clusterings | 期刊论文 | Wang Jun;Zhang Huiling;Ren Wei;Guo Maozu;Yu Guoxian |
| 24 | Weighted samples based semi-supervised classification | 期刊论文 | Chen Xia;Yu Guoxian;Tan Qiaoyu;Wang Jun |
| 25 | Multiple independent subspace clusterings | 会议论文 | Wang Xing;Wang Jun;Domeniconi Carlotta;Yu Guoxian;Xiao Guoqiang;Guo Maozu |
| 26 | Predicting functions of maize proteins using graph convolutional network | 期刊论文 | Zhou Guangjie;Wang Jun;Zhang Xiangliang;Guo Maozu;Yu Guoxian |
| 27 | Multi-view multiple clusterings using deep matrix factorization | 会议论文 | Wei Shaowei;Wang Jun;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 28 | A Literature Review of Gene Function Prediction by Modeling Gene Ontology | 期刊论文 | Zhao Yingwen;Wang Jun;Chen Jian;Zhang Xiangliang;Guo Maozu;Yu Guoxian |
| 29 | Incomplete multi-view multi-label active learning | 会议论文 | Qu Chuanwei;Wang Kuangmeng;Zhang Hong;Yu Guoxian;Domeniconi Carlotta |
| 30 | Discovering multiple co-clusterings in subspaces | 会议论文 | Yao Shixin;Yu Guoxian;Wang Xing;Wang Jun;Domeniconi Carlotta;Guo Maozu |
| 31 | Partial multi-label learning using label compression | 会议论文 | Yu Tingting;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 32 | ActiveHNE: active heterogeneous network embedding | 会议论文 | Chen Xia;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Li Zhao;Zhang Xiangliang |
| 33 | DMIL-IsoFun: predicting isoform function using deep multi-instance learning | 期刊论文 | Yu Guoxian;Zhou Guangjie;Zhang Xiangliang;Domeniconi Carlotta;Guo Maozu |
| 34 | Isoform function prediction by Gene Ontology embedding. | 期刊论文 | Qiu Sichao;Yu Guoxian;Lu Xudong;Domeniconi Carlotta;Guo Maozu |
| 35 | 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 |
| 36 | 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 |
| 37 | Attributed heterogeneous network fusion via collaborative matrix tri-factorization | 期刊论文 | Yu Guoxian;Wang Yuehui;Wang Jun;Domeniconi Carlotta;Guo Maozu;Zhang Xiangliang |
| 38 | EpIntMC: detecting epistatic interactions using multiple clusterings | 会议论文 | Zhang Huiling;Yu Guoxian;Ren Wei;Guo Maozu;Wang Jun |
| 39 | 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 |
| 40 | Multi-label crowd consensus via joint matrix factorization | 期刊论文 | Tu Jinzheng;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Xiao Guoqiang;Guo Maozu |
| 41 | Crowdsourcing with multiple-source knowledge transfer | 会议论文 | Han Guangyang;Tu Jinzheng;Yu Guoxian;Wang Jun;Domeniconi Carlotta |
| 42 | Few-shot partial-label learning | 会议论文 | Zhao Yunfeng;Yu Guoxian;Liu Lei;Yan Zhongmin;Cui Lizhen;Domeniconi Carlotta |
| 43 | Few-shot partial multi-label learning | 会议论文 | Zhao Yunfeng;Yu Guoxian;Liu Lei;Yan Zhongmin;Domeniconi Carlotta;Cui Lizhen |
| 44 | Attention-aware answers of the crowd | 会议论文 | Tu Jinzheng;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 45 | Cross-modal zero-shot hashing | 会议论文 | Liu Xuanwu;Li Zhao;Wang Jun;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 46 | Isoform-disease association prediction by data fusion | 会议论文 | Huang Qiuyue;Wang Jun;Zhang Xiangliang;Yu Guoxian |
| 47 | CoDP: Cooperative driver pathways discovery with matrix factorization and tri-random walk | 期刊论文 | Yang Ziying;Yu Guoxian;Guo Maozu;Wang Jun |
| 48 | Self-paced annotations of crowd workers | 期刊论文 | Kang Xiangping;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Guo Wei;Ren Yazhou;Zhang Xiayan;Cui Lizhen |
| 49 | Discovering multiple co-clusterings with matrix factorization | 期刊论文 | Wang Jun;Wang Xing;Yu Guoxian;Domeniconi Carlotta;Yu Zhiwen;Zhang Zili |
| 50 | Tissue specificity based isoform function prediction | 期刊论文 | Yu Guoxian;Huang Qiuyue;Zhang Xiangliang;Guo Maozu;Wang Jun |
| 51 | Flexible cross-modal hashing | 期刊论文 | Yu Guoxian;Liu Xuanwu;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 52 | Cross-species protein function prediction with asynchronous-random walk | 期刊论文 | Zhao Yingwen;Wang Jun;Guo Maozu;Zhang Xiangliang;Yu Guoxian |
| 53 | Deep multi-type objects muli-view multi-instance multi-label learning | 会议论文 | Yang Yuanlin;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 54 | Crowdsourcing with self-paced workers | 会议论文 | Kang Xiangping;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Guo Wei;Ren Yazhou;Cui Lizhen |
| 55 | Cooperative Driver Pathway Discovery by Hierarchical Clustering and Link Prediction | 会议论文 | Li Sufang;Wang Jun;Guo Maozu;Zhang Xiangliang |
| 56 | Multi-view multi-instance multi-label active learning | 期刊论文 | Yu Guoxian;Xing Yuying;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 57 | Differentiating isoform functions with collaborative matrix factorization | 期刊论文 | Wang Keyao;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang;Yu Guoxian |
| 58 | 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 |
| 59 | Multi-label zero-shot learning with graph convolutional networks | 期刊论文 | Ou Guangjin;Yu Guoxian;Domeniconi Carlotta;Lu Xuequan;Zhang Xiangliang |
| 60 | 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 |
| 61 | Ranking-based deep cross-modal hashing | 会议论文 | Liu Xuanwu;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Ren Yazhou;Guo Maozu |
| 62 | Drug repositioning based on individual bi-random walks on a heterogeneous network | 期刊论文 | Wang Yuehui;Guo Maozu;Ren Yazhou;Jia Lianyin;Yu Guoxian |
| 63 | DeepIDA: predicting isoform-disease associations by data fusion and deep neural networks | 期刊论文 | Yu Guoxian;Yang Yeqian;Yan Yangyang;Guo Maozu;Zhang Xiangliang;Wang Jun |
| 64 | Partial multi-label learning with label and feature collaboration | 会议论文 | Yu Tingting;Yu Guoxian;Wang Jun;Guo Maozu |
| 65 | Imbalance deep multi-instance learning for predicting isoform-isoform interactions | 期刊论文 | Yu Guoxian;Zeng Jie;Wang Jun;Zhang Hong;Zhang Xiangliang;Guo Maozu |
| 66 | Multi-typed objects multi-view multi-instance multi-label learning | 会议论文 | Yang Yuanlin;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 67 | Multi-view multiple clustering | 会议论文 | Yao Shixing;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Zhang Xiangliang |
| 68 | Deep incomplete multi-view multiple clusterings | 会议论文 | Wei Shaowei;Wang Jun;Yu Guoxian;Domeniconi Carlotta;Zhang Xiangliang |
| 69 | Selective matrix factorization for multi-relational data fusion | 会议论文 | Wang Yuehui;Yu Guoxian;Domeniconi Carlotta;Wang Jun;Zhang Xiangliang;Guo Maozu |
| 70 | Incentive-boosted federated crowdsourcing | 会议论文 | Kang Xiangping;Yu Guoxian;Wang Jun;Guo Wei;Domeniconi Carlotta;Zhang Jinglin |
| 71 | Personalized federated few-shot learning | 期刊论文 | Zhao Yunfeng;Yu Guoxian;Wang Jun;Domeniconi Carlotta;Guo Maozu;Zhang Xiangliang;Cui Lizhen |
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