位置：成果数据库 > 期刊 > 期刊详情页
Sequence-based protein-protein interaction prediction via support vector machine
  • ISSN号：1009-6124
  • 期刊名称：系统科学与复杂性学报(英文版)
  • 时间：0
  • 页码：1012-1023
  • 语言：中文
  • 分类：Q51[生物学—生物化学] V328[航空宇航科学与技术—人机与环境工程;航空宇航科学技术]
  • 作者机构：[1]College of Science, China Agricultural University, Beijing 100083, China, Key Laboratory of Adaptation and Evolution of Plateau Biota, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810008, China, [2]Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China, [3]College of Mathematics and Systems Science, Xinjiang University, Urumuchi 830046, China, [4]College of Science, China Agricultural University, Beijing 100083, China
  • 相关基金：This research is supported by the Key Project of the National Natural Science Foundation of China under Grant No. 10631070, the National Natural Science Foundation of China under Grant Nos. 10801112, 10971223, 11071252, and the Ph.D Graduate Start Research Foundation of Xinjiang University Funded Project under Grant No. BS080101. Thank Dr. Yong Wang from Institute of Systems Science, Academy of Mathematics and Systems Science for kind discussion and good suggestions.
  • 相关项目：支持向量机及其在生物信息学中的应用
作者： Wang, Yong-Cui|Wang, Ji-Guang|Deng, Nai-Yang|Yang, Zhi-Xia|
关键词： 蛋白质相互作用, 支持向量机方法, 预测, 序列, VIA, 价格指数, 大肠杆菌, 编码蛋白质, Imbalance problem, protein-protein interactions, sequence-based, support vector machine.
中文摘要：

Email： wangyc82@yahoo.cn. Email： dengnaiyang@vip.163.com.

同期刊论文项目
核矩阵学习的最优化方法及其在生物信息学中的应用
期刊论文 39 会议论文 7 著作 1
支持向量机及其在生物信息学中的应用
期刊论文 18 会议论文 13
生物信息学与最优化方法
期刊论文 71 会议论文 25
多示例多标记学习中的最优化方法及其应用
期刊论文 31 会议论文 10 著作 1
同项目期刊论文
Least squares recursive projection twin support vector machine for classification
Proximal parametric-margin support vector classifier and its applications
A Biased Least Squares Support Vector Machine Classifier for Positive and Unlabeled Learning
An Efficient Support Vector Machine Approach for Identifying Protein S-Nitrosylation Sites
两个泛函优化定理的证明
Building SVM Classifier Based on Posterior Probability Using Positive and Unlabeled Examples
Improved generalized eigenvalue proximal support vector machine
Exploring Determinants of Inflation in China Based on L1-Epsilon-Twin Support Vector Regression
Feature Selection Based on Linear Twin Support Vector Machines
The Best Separating Decision Tree Twin Support Vector Machine for Multi-Class Classification
Least squares twin parametric-margin support vector machines for classification
Successive Overrelaxation for Twin Parametric-margin Support Vector Machines
Fast Twin Parametric-Insensitive SVR Using Successive Over-Relaxation
Kernel-based data fusion improves the drug-protein interaction prediction
结合全局和局部正则化的半监督二分类算法
基于局部学习的半监督多标记分类算法
Transductive Multi-Class Classification Based On Local Learning and Adjustable Class Label Represent
Latent factor analysis facilitates modelling of oncogenic genes for colon adenocarcinoma
A Novel Graph-based Approach for Transductive Positive and Unlabeled Learning
A proximal classifier with consistency
A regularization for the projection twin support vector machine
Constructing support vector machine ensemble with segmentation for imbalanced datasets
Improvements on Twin Support Vector Machines
Improved Prediction of Palmitoylation Sites Using PWMs and SVM
mproving accuracy of protein-protein interaction prediction by considering the converse problem for
Support vector machine prediction of enzyme function with conjoint triad feature and hierarchical co
A regression framework incorporating quantitative and negative interaction data improves quantitativ
Proximal Plane Clustering via Eigenvalues
Network-Based Gene Sets Selection Via Network Regularization
局部学习半监督多类分类机
Improving Lap-TSVM with successive overrelaxation and differential evolution
An epsilon-twin support vector machine for regression
基于特征值分解的最大间隔支持向量回归机
A novel margin based twin support vector machine with unity norm hyperplanes
Multi-class transductive classification based on local learning and adjustable class label represent
Lysine acetylation sites prediction using an ensemble of support vector machine classifiers
Mixed-norm linear support vector machine
Adaptive feature selection via a new version of support vector machine
ε-TSVR: An ε-insensitive Twin Support Vector Machine for Regression
Prediction of Protein Methylation Sites Using Conditional Random Field
Probabilistic outputs for twin support vector machines
两个泛函优化定理的证明
Interrogating noise in protein sequences from the perspective of protein-protein interactions predic
A coordinate descent margin based-twin support vector machine for classification
A Novel Ensemble TBSVM Classifier for Imbalanced Data classification
基于层次聚类的大样本加权支持向量机
A linear programming model based on network flow for pathway inference
Self-organizing map of complex networks for community detection
Protein evolution in yeast transcription factor subnetworks
An information-flow-based model with dissipation, saturation and direction for active pathway infere
SANA: an algorithm for sequential and non-sequential protein structure alignment
Detecting disease associated modules and prioritizing active genes based on high throughput data
Coordinating pricing and inventory control in a fluctuating environment
Binary matrix factorization for analyzing gene expression data
Prediction of protein-RNA binding sites by a random forest method with combined features
双聚类的关联规则挖掘方法
Biomolecular network querying: a promising approach in systems biology
Bridging protein local structures and protein functions
The knowledge-integrated network biomarkers discovery for Major Adverse Cardiac Events
Clustering complex networks and biological networks by nonnegative matrix factorization with various
Remarks on Network Community Properties
稳健的支持向量分类机的优化理论分析
Quantitative function for community detection
Recognition of structure similarities in proteins
Self-organizing map approaches for the haplotype assembly problem
Detecting drug targets with minimum side effects in metabolic networks
Cross-platform method for identifying candidate network biomarkers for prostate cancer
Exploring the constrained maximum edge-weight connected graph problem
Identifying differentially expressed pathways via a mixed integer linear programming model
基于支持向量机的集团信用风险预警研究
一种求解分类问题的新算法
线性支持向量顺序回归机的原始问题的解集分析
Discovering functions and revealing mechanisms at molecular level from biological networks
A trust region method for optimization problem with singular solutions
Predicting gene ontology functions from protein's regional surface structures
Uncovering fuzzy community structure in complex networks
Hubs with Network Motifs Organize Modularity Dynamically in the Protein-Protein Interaction Network
Identification of overlapping community structure in complex networks using fuzzy c-means clustering
Graph kernels, hierarchical clustering, and network community structure: Experiments and comparative
Alignment of molecular networks by integer quadratic programming
Convergence analysis of adaptive trust region methods
不含4，5，6-圈的平面图的均匀染色
森林的非正常均匀染色
一些平面图的无圈边染色
基于非单调线搜索非拟牛顿法的全局收敛性
基于可能性理论的模糊支持向量分类机
NEW ROBUST UNSUPERVISED SUPPORT VECTOR MACHINES
基于二叉决策树的肿瘤数据分类算法
A hybrid approach for the multi-class gene selection problem
支持向量顺序回归机的统计学习基础
线性ε-支持向量回归机的数据扰动分析
Second order cone programming formulations for handling data with perturbation
Computationally probing drug-protein interactions via support vector machine
Prediction of enzyme subfamily class via pseudo amino acid composition by incorporating the conjoint
Identifying translation initiation sites in prokaryotes using support vector machine
NMF的数据分类方法在肿瘤分类上的应用
An incremental dimensionality reduction method on discriminant information for pattern classificatio
A novel algorithm model for multi-class classification
期刊信息
  • 《系统科学与复杂性学报：英文版》
  • 主管单位:中国科学院
  • 主办单位:中国科学院系统科学研究所
  • 主编：
  • 地址：北京东黄城根北街16号
  • 邮编：100080
  • 邮箱：
  • 电话：010-62541831 62541834
  • 国际标准刊号：ISSN：1009-6124
  • 国内统一刊号：ISSN：11-4543/O1
  • 邮发代号:82-545
  • 获奖情况:
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国数学评论（网络版）,德国数学文摘,荷兰文摘与引文数据库,美国工程索引,美国科学引文索引（扩展库）,英国科学文摘数据库
  • 被引量:125