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High Dimensional Classification with Bayesian Neural Networks and Dirichlet Diffusion Trees 基于贝叶斯神经网络和Dirichlet扩散树的高维分类
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_11
Radford M. Neal, Jianguo Zhang
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引用次数: 41
Tree-Based Ensembles with Dynamic Soft Feature Selection 基于树的动态软特征选择集成
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_16
A. Borisov, V. Eruhimov, E. Tuv
{"title":"Tree-Based Ensembles with Dynamic Soft Feature Selection","authors":"A. Borisov, V. Eruhimov, E. Tuv","doi":"10.1007/978-3-540-35488-8_16","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_16","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"48 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":"134515262","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: 20
Spectral Dimensionality Reduction 光谱降维
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_28
Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux, Jean-François Paiement, Pascal Vincent, M. Ouimet
{"title":"Spectral Dimensionality Reduction","authors":"Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux, Jean-François Paiement, Pascal Vincent, M. Ouimet","doi":"10.1007/978-3-540-35488-8_28","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_28","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"74 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":"124042349","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: 53
Margin Based Feature Selection and Infogain with Standard Classifiers 基于边界的特征选择和标准分类器的信息获取
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_18
Ran Gilad-Bachrach, A. Navot
{"title":"Margin Based Feature Selection and Infogain with Standard Classifiers","authors":"Ran Gilad-Bachrach, A. Navot","doi":"10.1007/978-3-540-35488-8_18","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_18","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"1 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":"129303470","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: 0
Combining SVMs with Various Feature Selection Strategies 将支持向量机与各种特征选择策略相结合
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_13
Yi-Wei Chen, Chih-Jen Lin
{"title":"Combining SVMs with Various Feature Selection Strategies","authors":"Yi-Wei Chen, Chih-Jen Lin","doi":"10.1007/978-3-540-35488-8_13","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_13","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"76 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":"114861732","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: 1078
Mining for Complex Models Comprising Feature Selection and Classification 包含特征选择和分类的复杂模型挖掘
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_24
Krzysztof Grabczewski, N. Jankowski
{"title":"Mining for Complex Models Comprising Feature Selection and Classification","authors":"Krzysztof Grabczewski, N. Jankowski","doi":"10.1007/978-3-540-35488-8_24","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_24","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":"125263877","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: 10
Feature Selection with Transductive Support Vector Machines 基于转换支持向量机的特征选择
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_14
Zhi-Li Wu, Chun-hung Li
{"title":"Feature Selection with Transductive Support Vector Machines","authors":"Zhi-Li Wu, Chun-hung Li","doi":"10.1007/978-3-540-35488-8_14","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_14","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"11 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":"130496311","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: 3
Combining a Filter Method with SVMs 滤波方法与支持向量机的结合
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_21
T. N. Lal, O. Chapelle, B. Scholkopf
{"title":"Combining a Filter Method with SVMs","authors":"T. N. Lal, O. Chapelle, B. Scholkopf","doi":"10.1007/978-3-540-35488-8_21","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_21","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":"122937414","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: 14
Combining Information-Based Supervised and Unsupervised Feature Selection 结合基于信息的有监督和无监督特征选择
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_25
Sangkyun Lee, Seung-Joon Yi, Byoung-Tak Zhang
{"title":"Combining Information-Based Supervised and Unsupervised Feature Selection","authors":"Sangkyun Lee, Seung-Joon Yi, Byoung-Tak Zhang","doi":"10.1007/978-3-540-35488-8_25","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_25","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"272 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":"129161920","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: 3
Embedded Methods 嵌入式方法
Feature Extraction Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-35488-8_6
T. N. Lal, O. Chapelle, J. Weston, A. Elisseeff
{"title":"Embedded Methods","authors":"T. N. Lal, O. Chapelle, J. Weston, A. Elisseeff","doi":"10.1007/978-3-540-35488-8_6","DOIUrl":"https://doi.org/10.1007/978-3-540-35488-8_6","url":null,"abstract":"","PeriodicalId":362250,"journal":{"name":"Feature Extraction","volume":"9 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":"129144825","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: 224
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