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Efficient Computation of Recursive Principal Component Analysis for Structured Input 结构化输入递归主成分分析的高效计算
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_32
A. Sperduti
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引用次数: 8
Learning to Classify Documents with Only a Small Positive Training Set 用一个小的正训练集学习文档分类
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_21
Xiaoli Li, B. Liu, See-Kiong Ng
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引用次数: 27
Avoiding Boosting Overfitting by Removing Confusing Samples 通过去除混淆样本来避免过度拟合
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_40
A. Vezhnevets, O. Barinova
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引用次数: 83
Additive Groves of Regression Trees 回归树的加性树丛
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_31
Daria Sorokina, R. Caruana, Mirek Riedewald
{"title":"Additive Groves of Regression Trees","authors":"Daria Sorokina, R. Caruana, Mirek Riedewald","doi":"10.1007/978-3-540-74958-5_31","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_31","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130862319","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: 45
Clustering Trees with Instance Level Constraints 具有实例级约束的聚类树
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_34
Jan Struyf, S. Džeroski
{"title":"Clustering Trees with Instance Level Constraints","authors":"Jan Struyf, S. Džeroski","doi":"10.1007/978-3-540-74958-5_34","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_34","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129746060","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
Learning from Relevant Tasks Only 只从相关任务中学习
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_59
Samuel Kaski, J. Peltonen
{"title":"Learning from Relevant Tasks Only","authors":"Samuel Kaski, J. Peltonen","doi":"10.1007/978-3-540-74958-5_59","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_59","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130068003","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: 26
Roulette Sampling for Cost-Sensitive Learning 代价敏感学习的轮盘赌抽样
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_73
V. Sheng, C. Ling
{"title":"Roulette Sampling for Cost-Sensitive Learning","authors":"V. Sheng, C. Ling","doi":"10.1007/978-3-540-74958-5_73","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_73","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124743191","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: 26
Source Separation with Gaussian Process Models 高斯过程模型的源分离
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_26
S. Park, Seungjin Choi
{"title":"Source Separation with Gaussian Process Models","authors":"S. Park, Seungjin Choi","doi":"10.1007/978-3-540-74958-5_26","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_26","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123410636","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: 4
Principal Component Analysis for Large Scale Problems with Lots of Missing Values 具有大量缺失值的大规模问题的主成分分析
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_69
T. Raiko, A. Ilin, J. Karhunen
{"title":"Principal Component Analysis for Large Scale Problems with Lots of Missing Values","authors":"T. Raiko, A. Ilin, J. Karhunen","doi":"10.1007/978-3-540-74958-5_69","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_69","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116867655","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: 84
Hinge Rank Loss and the Area Under the ROC Curve 铰链秩损失与ROC曲线下面积
European Conference on Machine Learning Pub Date : 2007-09-17 DOI: 10.1007/978-3-540-74958-5_33
H. Steck
{"title":"Hinge Rank Loss and the Area Under the ROC Curve","authors":"H. Steck","doi":"10.1007/978-3-540-74958-5_33","DOIUrl":"https://doi.org/10.1007/978-3-540-74958-5_33","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132850452","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: 36
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