{"title":"Weighted Decoding ECOC for Facial Action Unit Classification","authors":"T. Windeatt","doi":"10.1007/978-3-642-03999-7_4","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_4","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124122913","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}
{"title":"Applications of Supervised and Unsupervised Ensemble Methods","authors":"O. Okun, G. Valentini","doi":"10.1007/978-3-642-03999-7","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2009-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121451319","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}
{"title":"Partitioner Trees for Classification: A New Ensemble Method","authors":"G. Krempl, V. Hofer","doi":"10.1007/978-3-642-03999-7_6","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_6","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","volume":"18 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":"116677060","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}
{"title":"Independent Data Model Selection for Ensemble Dispersion Forecasting","authors":"A. Ciaramella, G. Giunta, A. Riccio, S. Galmarini","doi":"10.1007/978-3-642-03999-7_12","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_12","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","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":"128415588","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}
Jesús Maudes, Juan José Rodríguez Diez, C. García-Osorio
{"title":"Disturbing Neighbors Diversity for Decision Forests","authors":"Jesús Maudes, Juan José Rodríguez Diez, C. García-Osorio","doi":"10.1007/978-3-642-03999-7_7","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_7","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","volume":"89 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":"113989929","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}
{"title":"Verifiable Ensembles of Low-Dimensional Submodels for Multi-class Problems with Imbalanced Misclassification Costs","authors":"S. Nusser, Clemens Otte, W. Hauptmann","doi":"10.1007/978-3-642-03999-7_11","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_11","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","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":"132698074","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}
{"title":"Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources","authors":"M. Ré, G. Valentini","doi":"10.1007/978-3-642-03999-7_5","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_5","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","volume":"281 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":"116571408","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}
{"title":"Evaluating Hybrid Ensembles for Intelligent Decision Support for Intensive Care","authors":"Pedro Gago, M. Santos","doi":"10.1007/978-3-642-03999-7_14","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_14","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","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":"128144665","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}
Grigorios Tsoumakas, Ioannis Partalas, I. Vlahavas
{"title":"An Ensemble Pruning Primer","authors":"Grigorios Tsoumakas, Ioannis Partalas, I. Vlahavas","doi":"10.1007/978-3-642-03999-7_1","DOIUrl":"https://doi.org/10.1007/978-3-642-03999-7_1","url":null,"abstract":"","PeriodicalId":312575,"journal":{"name":"Applications of Supervised and Unsupervised Ensemble Methods","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":"114622159","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}