【31071168】基于多分类器集成及流形学习校准的蛋白质相互作用预测方法研究国家自然基金项目

基于多分类器集成及流形学习校准的蛋白质相互作用预测方法研究

项目批准号： 31071168

批准年份： 2010

学科分类： C0608.生物数据资源与分析方法

项目负责人：黄德双

资助类别：面上项目

负责人职称：教授

依托单位：中国科学院合肥物质科学研究院

资助金额： 35万元

关键词：蛋白质相互作用;神经网络学习委员会机;流形学习;序列编码;旋转森林

起止时间： 2011-01-01到2013-12-31

中英文摘要
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序号	标题	类型	作者
1	Diagnostic prediction of complex diseases using phase-only correlation based on virtual sample template	期刊论文	Wang, Shu-Lin\|Fang, Yaping\|Fang, Jianwen\|
2	CCC: Classifier combination via classifier	会议论文	Lu, Can-Yi1, 2\|
3	Segmented K-mer and its application on similarity analysis of mitochondrial genome sequences	期刊论文	Yu, Hong-Jie\|
4	t - LSE : A Novel Robust Geometric Approach for Modeling Protein - Protein Interaction Networks	期刊论文	L Zhu\|ZH You\|DS Huang\|B Wang\|
5	Efficient optimally regularized discriminant analysis	期刊论文	Zhu, Lin\|Huang, De-Shuang\|
6	Graphical Representation for DNA Sequences via Joint Diagonalization of Matrix Pencil	期刊论文	Yu, Hong-Jie\|Huang, De-Shuang\|
7	Exploring drug combinations in genetic interaction network	期刊论文	Wang, Yin-Ying\|Xu, Ke-Jia\|Song, Jiangning\|Zhao, Xing-Ming\|
8	Emerging Intelligent Computing Technology and Applications, Communications in Computer and Information Science (CCIS 375)	专著	黄德双, Phalguni Gupta, Ling Wang, M. Michael Gromih\|
9	Protein molecular function prediction based on the phylogenetic tree	会议论文	Lu, Jian1, 2\|
10	Multi-objective optimization using BFO algorithm	会议论文	Niu, Ben\|Wang, Hong\|Tan, Lijing\|Xu, Jun\|
11	Novel 20-D descriptors of protein sequences and it's applications in similarity analysis	期刊论文	Yu, Hong-Jie\|Huang, De-Shuang\|
12	Optimized projections for sparse representation based classification	期刊论文	Lu, Can-Yi\|Huang, De-Shuang\|
13	一种植物物种自动识别装置	专利	黄德双; 夏青
14	Intelligent Computing Theories, Lecture Notes in Computer Sciences (LNCS 7995)	专著	黄德双, Vitoantonio Bevilacqua, Juan Carlos Figueroa\|
15	一种基于Android终端的植物叶片识别方法	专利	黄德双; 叶爽
16	Bio-Inspired Computing and Applications, Lecture Notes in Bioinformatics (LNBI 6840)	专著	黄德双, Yong Gan, Prashan Premaratne, Kyungsook Han\|
17	Similarity analysis of DNA sequences based on three 2-D cumulative ratio curves	会议论文	Yu, Hong-Jie\|
18	Finding minimum gene subsets with heuristic breadth-first search algorithm for robust tumor classification	期刊论文	Wang, Shu-Lin\|Li, Xue-Ling\|Fang, Jianwen\|
19	Advances in Intelligent Computing, Lecture Notes in Computer Science (LNCS 6838)	专著	黄德双, Yong Gan, Vitoantonio Bevilacqua, Juan Carlo\|
20	Novel graphical representation of genome sequence and its applications in similarity analysis	期刊论文	Yu, Hong-Jie\|Huang, De-Shuang\|
21	Normalized feature vectors : A Novel Alignment - Free Sequence Comparison Method Based on Numbers of Adjacent Amino Acids .	期刊论文	DS Huang\|HJ Yu\|
22	Completed local binary count for rotation invariant texture classification	期刊论文	Zhao, Yang1, 3\|Huang, De-Shuang2\|Jia, Wei3\|
23	Emerging Intelligent Computing Technology and Applications, Communications in Computer and Information Science (CCIS 304)	专著	黄德双, Phalguni Gupta, Xiang Zhang, Prashan Premara\|
24	Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis	期刊论文	You, Zhu-Hong\|Lei, Ying-Ke\|Zhu, Lin\|Xia, Junfeng\|Wang, Bing\|
25	Intelligent Computing Technology and Applications, Lecture Notes in Artificial Intelligence (LNAI 7390)	专著	黄德双, Jianhua Ma, Kang-Hyun Jo, M. Michael Gromiha\|
26	A new subspace approach for face recognition	会议论文	Mi, Jian-Xun\|
27	Face recognition via Weighted Sparse Representation	期刊论文	Lu, Can-Yi\|Min, Hai\|Gui, Jie\|Zhu, Lin\|Lei, Ying-Ke\|
28	Robust and efficient subspace segmentation via least squares regression	会议论文	Lu, Can-Yi1, 2\|Min, Hai1\|Zhao, Zhong-Qiu3\|Zhu, Lin1\|Huang, De-Shuang4\|Yan, Shuicheng2\|
29	Mathematical inference and application of expectation - maximization algorithm in the construction of phylogenetic tree	会议论文	K Yang\|D Huang\|
30	Intelligent Computing Technology, Lecture Notes in Computer Sciences (LNCS 7389)	专著	黄德双, Changjun Jiang, Vitoantonio Bevilacqua, Juan\|
31	A new class of Ε-optimal learning automata	会议论文	Jiang, Wen\|
32	基于流形学习的植物叶片分类方法	专利	黄德双; 李波; 杜吉祥; 王晓峰; 贾伟; 王超
33	Face recognition via Weighted Sparse Representation	期刊论文	黄德双\|
34	Robust classification method of tumor subtype by using correlation filters	期刊论文	Wang, Shu-Lin1\|Zhu, Yi-Hai2\|Jia, Wei2\|Huang, De-Shuang3\|
35	一种基于智能终端的植物叶片识别装置	专利	黄德双; 叶爽
36	Advanced Computational Intelligence, Lecture Notes in Artificial Intelligence (LNAI 6839)	专著	黄德双, Yong Gan, Phalguni Gupta, M. Michael Gromiha\|
37	Protein-protein binding affinity prediction based on an SVR ensemble	会议论文	Li, Xueling1\|Zhu, Min2\|Li, Xiaolai1\|Wang, Hong-Qiang1\|Wang, Shulin3\|
38	Metasample-Based Sparse Representation for Tumor Classification	期刊论文	Zheng, Chun-Hou\|Zhang, Lei\|Ng, To-Yee\|Shiu, Simon C. K.\|Huang, De-Shuang\|
39	Molecular pattern discovery based on penalized matrix decomposition	期刊论文	Chun-Hou Zheng, Lei Zhang, and De-Shuang\|
40	Assessing and predicting protein interactions by combining manifold embedding with multiple information integration	期刊论文	Lei, Ying-Ke\|You, Zhu-Hong\|Ji, Zhen\|Zhu, Lin\|Huang, De-Shuang\|
41	Similarity analysis of DNA barcodes sequences based on compressed feature vectors	会议论文	Yu, Hong-Jie\|
42	Theories and applications of LBP: A survey	会议论文	Zhao, Yang\|
43	Intelligent Computing Theories and Technology, Lecture Notes in Artificial Intelligence (LNAI 7996)	专著	黄德双, Kang-Hyun Jo, Yong-Quan Zhou, Kyungsook Han\|
44	A General CPL-AdS Methodology for Fixing Dynamic Parameters in Dual Environments	期刊论文	Huang, De-Shuang\|Jiang, Wen\|
45	Protein-protein interaction affinity prediction based on interface descriptors and machine learning	会议论文	Li, Xue-Ling1\|Zhu, Min2\|Li, Xiao-Lai1\|Wang, Hong-Qiang1\|Wang, Shulin3\|

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