{"title":"Automated Machine Learning - a brief review at the end of the early years","authors":"H. Escalante","doi":"10.1007/978-3-030-72069-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_2","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121544666","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":"Automated Design (AutoDes): Current Trends and Future Research Directions","authors":"N. Pillay","doi":"10.1007/978-3-030-72069-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_11","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"21 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":"126436816","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":"A General Model for Automated Algorithm Design","authors":"R. Qu","doi":"10.1007/978-3-030-72069-8_3","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_3","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"52 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":"124220821","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":"Rigorous Performance Analysis of Hyper-heuristics","authors":"P. S. Oliveto","doi":"10.1007/978-3-030-72069-8_4","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_4","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"19 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":"115235694","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":"Hyper-heuristics: Autonomous Problem Solvers","authors":"Mustafa Misir","doi":"10.1007/978-3-030-72069-8_7","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_7","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"101 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":"121769586","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":"Automated Design of Classification Algorithms","authors":"N. Pillay, T. Nyathi","doi":"10.1007/978-3-030-72069-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_10","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"17 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":"134104457","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}
N. Pillay, Rong Qu, Dipti Srinivasan, Barbara Hammer, Kenneth Sörensen
{"title":"Automated Design of Machine Learning and Search Algorithms","authors":"N. Pillay, Rong Qu, Dipti Srinivasan, Barbara Hammer, Kenneth Sörensen","doi":"10.1007/978-3-030-72069-8","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","volume":"43 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":"115204247","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":"Recent Developments of Automated Machine Learning and Search Techniques","authors":"R. Qu","doi":"10.1007/978-3-030-72069-8_1","DOIUrl":"https://doi.org/10.1007/978-3-030-72069-8_1","url":null,"abstract":"","PeriodicalId":193134,"journal":{"name":"Automated Design of Machine Learning and Search Algorithms","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":"114535223","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}