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检索条件"主题词=Support Vector Machine Model"
130 条 记 录,以下是51-60 订阅
排序:
Prediction of hepatitis C virus interferon/ribavirin therapy outcome based on viral nucleotide attributes using machine learning algorithms
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BMC Research Notes 2014年 第1期7卷 1-11页
作者: Kayvanjoo, Amir Hossein Ebrahimi, Mansour Haqshenas, Gholamreza Department of Biology School of Basic Sciences University of Qom Qom Iran Microbiology Department Monash University Melbourne Australia
Background: Hepatitis C virus (HCV) causes chronic hepatitis C in 2-3% of world population and remains one of the health threatening human viruses, worldwide. In the absence of an effective vaccine, therapeutic approa... 详细信息
来源: 评论
A novel approach for protein subcellular location prediction using amino acid exposure
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BMC BIOINFORMATICS 2013年 第1期14卷 1-13页
作者: Mer, Arvind Singh Andrade-Navarro, Miguel A. Max Delbruck Ctr Mol Med D-13125 Berlin Germany
Background: Proteins perform their functions in associated cellular locations. Therefore, the study of protein function can be facilitated by predictions of protein location. Protein location can be predicted either f... 详细信息
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An improved sequence based prediction protocol for DNA-binding proteins using SVM and comprehensive feature analysis
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BMC BIOINFORMATICS 2013年 第1期14卷 1-14页
作者: Zou, Chuanxin Gong, Jiayu Li, Honglin E China Univ Sci & Technol Shanghai Key Lab New Drug Design State Key Lab Bioreactor Engn Sch Pharm Shanghai 200237 Peoples R China
Background: DNA-binding proteins (DNA-BPs) play a pivotal role in both eukaryotic and prokaryotic proteomes. There have been several computational methods proposed in the literature to deal with the DNA-BPs, many info... 详细信息
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Utilizing support vector machine in real-time crash risk evaluation
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ACCIDENT ANALYSIS AND PREVENTION 2013年 第Mar.期51卷 252-259页
作者: Yu, Rongjie Abdel-Aty, Mohamed Univ Cent Florida Dept Civil Environm & Construct Engn Orlando FL 32826 USA
Real-time crash risk evaluation models will likely play a key role in Active Traffic Management (ATM). models have been developed to predict crash occurrence in order to proactively improve traffic safety. Previous re... 详细信息
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iSeeRNA: identification of long intergenic non-coding RNA transcripts from transcriptome sequencing data
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BMC GENOMICS 2013年 第2期14卷 1-10页
作者: Sun, Kun Chen, Xiaona Jiang, Peiyong Song, Xiaofeng Wang, Huating Sun, Hao Chinese Univ Hong Kong Li Ka Shing Inst Hlth Sci Shatin Hong Kong Peoples R China Chinese Univ Hong Kong Dept Chem Pathol Shatin Hong Kong Peoples R China Chinese Univ Hong Kong Dept Obstet & Gynaecol Shatin Hong Kong Peoples R China Nanjing Univ Aeronaut & Astronaut Dept Biomed Engn Nanjing 210016 Peoples R China
Background: Long intergenic non-coding RNAs (lincRNAs) are emerging as a novel class of non-coding RNAs and potent gene regulators. High-throughput RNA-sequencing combined with de novo assembly promises quantity disco... 详细信息
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DDIG-in: discriminating between disease-associated and neutral non-frameshifting micro-indels
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GENOME BIOLOGY 2013年 第3期14卷 R23-R23页
作者: Zhao, Huiying Yang, Yuedong Lin, Hai Zhang, Xinjun Mort, Matthew Cooper, David N. Liu, Yunlong Zhou, Yaoqi Indiana Univ Purdue Univ Sch Informat Indianapolis IN 46202 USA Indiana Univ Sch Med Ctr Computat Biol & Bioinformat Indianapolis IN 46202 USA Cardiff Univ Inst Med Genet Cardiff CF14 4XN S Glam Wales Indiana Univ Sch Med Dept Med & Mol Genet Indianapolis IN 46202 USA
Micro-indels (insertions or deletions shorter than 21 bps) constitute the second most frequent class of human gene mutation after single nucleotide variants. Despite the relative abundance of non-frameshifting indels,... 详细信息
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Using support vector machine models for crash injury severity analysis
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ACCIDENT ANALYSIS AND PREVENTION 2012年 45卷 478-486页
作者: Li, Zhibin Liu, Pan Wang, Wei Xu, Chengcheng Southeast Univ Sch Transportat Nanjing 210096 Jiangsu Peoples R China
The study presented in this paper investigated the possibility of using support vector machine (SVM) models for crash injury severity analysis. Based on crash data collected at 326 freeway diverge areas, a SVM model w... 详细信息
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Sequence-based identification of recombination spots using pseudo nucleic acid representation and recursive feature extraction by linear kernel SVM
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BMC bioinformatics 2014年 第1期15卷 340页
作者: Liqi Li Sanjiu Yu Weidong Xiao Yongsheng Li Lan Huang Xiaoqi Zheng Shiwen Zhou Hua Yang Department of General Surgery Xinqiao Hospital Third Military Medical University Chongqing 400037 China. xqzheng@***.
BACKGROUND:Identification of the recombination hot/cold spots is critical for understanding the mechanism of recombination as well as the genome evolution process. However, experimental identification of recombination... 详细信息
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PHDcleav: a SVM based method for predicting human Dicer cleavage sites using sequence and secondary structure of miRNA precursors
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BMC BIOINFORMATICS 2013年 第14-Sup期14卷 S9-S9页
作者: Ahmed, Firoz Kaundal, Rakesh Raghava, Gajendra P. S. Inst Microbial Technol Bioinformat Ctr Chandigarh India Oklahoma State Univ NIMFFAB Dept Biochem & Mol Biol Stillwater OK 74078 USA Samuel Roberts Noble Fdn Inc Div Plant Biol Bioinformat Lab Ardmore OK 73401 USA
Background: Dicer, an RNase III enzyme, plays a vital role in the processing of pre-miRNAs for generating the miRNAs. The structural and sequence features on pre-miRNA which can facilitate position and efficiency of c... 详细信息
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iStable: off-the-shelf predictor integration for predicting protein stability changes
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BMC BIOINFORMATICS 2013年 第2-sup期14卷 1-14页
作者: Chen, Chi-Wei Lin, Jerome Chu, Yen-Wei Natl Chung Hsing Univ Inst Genom & Bioinformat Taichung 402 Taiwan Natl Chung Hsing Univ Ctr Biotechnol Taichung 402 Taiwan Natl Chung Hsing Univ Agr Biotechnol Ctr Taichung 402 Taiwan Natl Chung Hsing Univ Inst Mol Biol Taichung 402 Taiwan Natl Chung Hsing Univ Grad Inst Biotechnol Taichung 402 Taiwan
Background: Mutation of a single amino acid residue can cause changes in a protein, which could then lead to a loss of protein function. Predicting the protein stability changes can provide several possible candidates... 详细信息
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