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Feature Extraction最新文献

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Design and Analysis of the NIPS2003 Challenge NIPS2003挑战的设计与分析
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_10
Isabelle M Guyon, S. Gunn, A. Ben-Hur, G. Dror
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引用次数: 21
Feature Selection via Sensitivity Analysis with Direct Kernel PLS 基于直接核PLS敏感性分析的特征选择
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_22
M. Embrechts, R. Bress, R. Kewley
{"title":"Feature Selection via Sensitivity Analysis with Direct Kernel PLS","authors":"M. Embrechts, R. Bress, R. Kewley","doi":"10.1007/978-3-540-35488-8_22","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_22","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127434405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Nonlinear Feature Selection with the Potential Support Vector Machine 基于潜在支持向量机的非线性特征选择
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_20
S. Hochreiter, K. Obermayer
{"title":"Nonlinear Feature Selection with the Potential Support Vector Machine","authors":"S. Hochreiter, K. Obermayer","doi":"10.1007/978-3-540-35488-8_20","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_20","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116951394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 25
Large Margin Principles for Feature Selection 特征选择的大边际原则
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_30
Ran Gilad-Bachrach, A. Navot, Naftali Tishby
{"title":"Large Margin Principles for Feature Selection","authors":"Ran Gilad-Bachrach, A. Navot, Naftali Tishby","doi":"10.1007/978-3-540-35488-8_30","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_30","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126574609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
An Input Variable Importance Definition based on Empirical Data Probability Distribution 基于经验数据概率分布的输入变量重要性定义
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_27
V. Lemaire, F. Clérot
{"title":"An Input Variable Importance Definition based on Empirical Data Probability Distribution","authors":"V. Lemaire, F. Clérot","doi":"10.1007/978-3-540-35488-8_27","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_27","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125206812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Information-Theoretic Methods 信息理论方法
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_7
K. Torkkola
{"title":"Information-Theoretic Methods","authors":"K. Torkkola","doi":"10.1007/978-3-540-35488-8_7","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_7","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116168155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 22
Ensembles of Regularized Least Squares Classifiers for High-Dimensional Problems 高维问题的正则化最小二乘分类器集成
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_12
K. Torkkola, E. Tuv
{"title":"Ensembles of Regularized Least Squares Classifiers for High-Dimensional Problems","authors":"K. Torkkola, E. Tuv","doi":"10.1007/978-3-540-35488-8_12","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_12","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129350537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
An Introduction to Feature Extraction 特征提取简介
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_1
Isabelle M Guyon, A. Elisseeff
{"title":"An Introduction to Feature Extraction","authors":"Isabelle M Guyon, A. Elisseeff","doi":"10.1007/978-3-540-35488-8_1","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_1","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122626787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 506
Feature Extraction for Classification of Proteomic Mass Spectra: A Comparative Study 蛋白质组质谱分类的特征提取方法的比较研究
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_31
I. Levner, V. Bulitko, Guohui Lin
{"title":"Feature Extraction for Classification of Proteomic Mass Spectra: A Comparative Study","authors":"I. Levner, V. Bulitko, Guohui Lin","doi":"10.1007/978-3-540-35488-8_31","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_31","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130786192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Filter Methods 过滤方法
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_4
Wlodzislaw Duch
{"title":"Filter Methods","authors":"Wlodzislaw Duch","doi":"10.1007/978-3-540-35488-8_4","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_4","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126865602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 24
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