{"title":"Active Learning with Irrelevant Examples","authors":"D. Mazzoni, K. Wagstaff, M. Burl","doi":"10.1007/11871842_69","DOIUrl":"https://doi.org/10.1007/11871842_69","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121878784","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":"Transductive Gaussian Process Regression with Automatic Model Selection","authors":"Quoc V. Le, Alex Smola, Thomas Gärtner, Y. Altun","doi":"10.1007/11871842_31","DOIUrl":"https://doi.org/10.1007/11871842_31","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124113711","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}
Ying Yang, Geoffrey I. Webb, J. Cerquides, K. Korb, Janice R. Boughton, K. Ting
{"title":"To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles","authors":"Ying Yang, Geoffrey I. Webb, J. Cerquides, K. Korb, Janice R. Boughton, K. Ting","doi":"10.1007/11871842_50","DOIUrl":"https://doi.org/10.1007/11871842_50","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129775966","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}
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. B. Rao
{"title":"Batch Classification with Applications in Computer Aided Diagnosis","authors":"Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jennifer G. Dy, R. B. Rao","doi":"10.1007/11871842_43","DOIUrl":"https://doi.org/10.1007/11871842_43","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125991710","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}
Will Bridewell, P. Langley, S. Racunas, S. Borrett
{"title":"Learning Process Models with Missing Data","authors":"Will Bridewell, P. Langley, S. Racunas, S. Borrett","doi":"10.1007/11871842_52","DOIUrl":"https://doi.org/10.1007/11871842_52","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127851960","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":"Why Is Rule Learning Optimistic and How to Correct It","authors":"M. Mozina, J. Demšar, J. Zabkar, I. Bratko","doi":"10.1007/11871842_33","DOIUrl":"https://doi.org/10.1007/11871842_33","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130642893","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":"Exploiting Extremely Rare Features in Text Categorization","authors":"Péter Schönhofen, A. Benczúr","doi":"10.1007/11871842_77","DOIUrl":"https://doi.org/10.1007/11871842_77","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122965734","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":"Bayesian Active Learning for Sensitivity Analysis","authors":"Tobias Pfingsten","doi":"10.1007/11871842_35","DOIUrl":"https://doi.org/10.1007/11871842_35","url":null,"abstract":"","PeriodicalId":278073,"journal":{"name":"European Conference on Machine Learning","volume":"499 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124196771","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}
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