{"id":"https://openalex.org/W2899743487","doi":"https://doi.org/10.1007/978-3-030-05318-5_10","title":"Analysis of the AutoML Challenge Series 2015\u20132018","display_name":"Analysis of the AutoML Challenge Series 2015\u20132018","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2899743487","doi":"https://doi.org/10.1007/978-3-030-05318-5_10","mag":"2899743487"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-05318-5_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-05318-5_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-05318-5_10.pdf","source":{"id":"https://openalex.org/S4210189751","display_name":"\u0098The \u009cSpringer series on challenges in machine learning","issn_l":"2520-131X","issn":["2520-131X","2520-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Springer Series on Challenges in Machine Learning","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-05318-5_10.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006360335","display_name":"Isabelle Guyon","orcid":"https://orcid.org/0000-0002-9266-1783"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210086945","display_name":"Clopinet","ror":"https://ror.org/000px4v03","country_code":"US","type":"company","lineage":["https://openalex.org/I4210086945"]},{"id":"https://openalex.org/I4210126360","display_name":"Centre Inria de Saclay","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Isabelle Guyon","raw_affiliation_strings":["ChaLearn and ClopiNet, Berkeley, CA, USA","INRIA, University of Paris-Saclay, Paris, France","University of Paris-Sud, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ChaLearn and ClopiNet, Berkeley, CA, USA","institution_ids":["https://openalex.org/I4210086945"]},{"raw_affiliation_string":"INRIA, University of Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I277688954"]},{"raw_affiliation_string":"University of Paris-Sud, Orsay, France","institution_ids":["https://openalex.org/I102197404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051369578","display_name":"Lisheng Sun-Hosoya","orcid":"https://orcid.org/0000-0002-5335-1547"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lisheng Sun-Hosoya","raw_affiliation_strings":["Laboratoire de Recherche en Informatique, University of Paris-Sud, Orsay, France","University of Paris-Saclay, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Recherche en Informatique, University of Paris-Sud, Orsay, France","institution_ids":["https://openalex.org/I4210144804","https://openalex.org/I102197404"]},{"raw_affiliation_string":"University of Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111936967","display_name":"Marc Boull\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Boull\u00e9","raw_affiliation_strings":["Machine Learning Group, Orange Labs, Lannion, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Group, Orange Labs, Lannion, France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076464455","display_name":"Hugo Jair Escalante","orcid":"https://orcid.org/0000-0003-4603-3513"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Jair Escalante","raw_affiliation_strings":["Computational Sciences Department, INAOE and ChaLearn, Tonantzintla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Sciences Department, INAOE and ChaLearn, Tonantzintla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038228433","display_name":"S\u00e9rgio Escalera","orcid":"https://orcid.org/0000-0003-0617-8873"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Escalera","raw_affiliation_strings":["Computer Vision Center, University of Barcelona, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0617-8873","affiliations":[{"raw_affiliation_string":"Computer Vision Center, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103122307","display_name":"Zhengying Liu","orcid":"https://orcid.org/0000-0002-3576-6810"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zhengying Liu","raw_affiliation_strings":["Laboratoire de Recherche en Informatique, University of Paris-Sud, Orsay, France","University of Paris-Saclay, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Recherche en Informatique, University of Paris-Sud, Orsay, France","institution_ids":["https://openalex.org/I4210144804","https://openalex.org/I102197404"]},{"raw_affiliation_string":"University of Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007854944","display_name":"Damir Jajetic","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Damir Jajetic","raw_affiliation_strings":["IN2, Zagreb, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IN2, Zagreb, Croatia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062167801","display_name":"Bisakha Ray","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086933","display_name":"NYU Langone Health","ror":"https://ror.org/005dvqh91","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086933"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bisakha Ray","raw_affiliation_strings":["Langone Medical Center, New York University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Langone Medical Center, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I4210086933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112867254","display_name":"Mehreen Saeed","orcid":null},"institutions":[{"id":"https://openalex.org/I201384688","display_name":"National University of Computer and Emerging Sciences","ror":"https://ror.org/003eyb898","country_code":"PK","type":"education","lineage":["https://openalex.org/I201384688"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mehreen Saeed","raw_affiliation_strings":["Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Pakistan","institution_ids":["https://openalex.org/I201384688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002747181","display_name":"Mich\u00e8le S\u00e9bag","orcid":"https://orcid.org/0000-0002-8291-7706"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mich\u00e8le Sebag","raw_affiliation_strings":["Laboratoire de Recherche en Informatique, CNRS, Paris, France","University of Paris-Saclay, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Recherche en Informatique, CNRS, Paris, France","institution_ids":["https://openalex.org/I4210144804","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"University of Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027728817","display_name":"Alexander Statnikov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexander Statnikov","raw_affiliation_strings":["SoFi San Francisc, California, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SoFi San Francisc, California, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032604295","display_name":"Wei-Wei Tu","orcid":"https://orcid.org/0000-0002-2407-0252"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei-Wei Tu","raw_affiliation_strings":["4Paradigm, Beijing, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"4Paradigm, Beijing, Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069349084","display_name":"Evelyne Viegas","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evelyne Viegas","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5006360335"],"corresponding_institution_ids":["https://openalex.org/I102197404","https://openalex.org/I277688954","https://openalex.org/I4210086945","https://openalex.org/I4210126360"],"apc_list":null,"apc_paid":null,"fwci":16.5366,"has_fulltext":true,"cited_by_count":129,"citation_normalized_percentile":{"value":0.99356522,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9539999961853027,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6585684418678284},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6436071395874023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5608519315719604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5295708179473877},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5011627674102783},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.44243887066841125},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4119945168495178},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16733849048614502},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.13781949877738953},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12922599911689758},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.10934284329414368}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6585684418678284},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6436071395874023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5608519315719604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5295708179473877},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5011627674102783},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.44243887066841125},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4119945168495178},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16733849048614502},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.13781949877738953},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12922599911689758},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.10934284329414368},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-05318-5_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-05318-5_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-05318-5_10.pdf","source":{"id":"https://openalex.org/S4210189751","display_name":"\u0098The \u009cSpringer series on challenges in machine learning","issn_l":"2520-131X","issn":["2520-131X","2520-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Springer Series on Challenges in Machine Learning","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01906197v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01906197","pdf_url":"https://hal.science/hal-01906197/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.automl.org/book/","raw_type":"Book sections"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-05318-5_10","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-05318-5_10","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-05318-5_10.pdf","source":{"id":"https://openalex.org/S4210189751","display_name":"\u0098The \u009cSpringer series on challenges in machine learning","issn_l":"2520-131X","issn":["2520-131X","2520-1328"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Springer Series on Challenges in Machine Learning","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G5225045717","display_name":null,"funder_award_id":"TIN2016-74946-P","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"}],"funders":[{"id":"https://openalex.org/F4320313934","display_name":"Institut national de recherche en informatique et en automatique (INRIA)","ror":"https://ror.org/02kvxyf05"},{"id":"https://openalex.org/F4320315803","display_name":"Centres de Recerca de Catalunya","ror":null},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899743487.pdf","grobid_xml":"https://content.openalex.org/works/W2899743487.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W41730657","https://openalex.org/W60686164","https://openalex.org/W76331760","https://openalex.org/W116375701","https://openalex.org/W174542576","https://openalex.org/W183657245","https://openalex.org/W1480376833","https://openalex.org/W1554944419","https://openalex.org/W1560724230","https://openalex.org/W1588486985","https://openalex.org/W1588628884","https://openalex.org/W1647221522","https://openalex.org/W1656335132","https://openalex.org/W1678356000","https://openalex.org/W1690919088","https://openalex.org/W1880189740","https://openalex.org/W1922017469","https://openalex.org/W1980264541","https://openalex.org/W1986543815","https://openalex.org/W1986929000","https://openalex.org/W2017337590","https://openalex.org/W2040615655","https://openalex.org/W2040884411","https://openalex.org/W2097998348","https://openalex.org/W2101095383","https://openalex.org/W2101234009","https://openalex.org/W2101341561","https://openalex.org/W2102539288","https://openalex.org/W2106411961","https://openalex.org/W2106614481","https://openalex.org/W2109346685","https://openalex.org/W2113145584","https://openalex.org/W2113207845","https://openalex.org/W2113584252","https://openalex.org/W2116882733","https://openalex.org/W2118796860","https://openalex.org/W2124022122","https://openalex.org/W2124659975","https://openalex.org/W2131241448","https://openalex.org/W2131822674","https://openalex.org/W2132862423","https://openalex.org/W2133958955","https://openalex.org/W2144981148","https://openalex.org/W2156417353","https://openalex.org/W2163922914","https://openalex.org/W2167277498","https://openalex.org/W2182361439","https://openalex.org/W2200000192","https://openalex.org/W2224807086","https://openalex.org/W2331384579","https://openalex.org/W2396466031","https://openalex.org/W2553303224","https://openalex.org/W2561675875","https://openalex.org/W2604272474","https://openalex.org/W2772089072","https://openalex.org/W2781688883","https://openalex.org/W2911964244","https://openalex.org/W2912889105","https://openalex.org/W2951886768","https://openalex.org/W3099343340","https://openalex.org/W3105458558","https://openalex.org/W3153852244","https://openalex.org/W4242807147","https://openalex.org/W4251426184","https://openalex.org/W4252731897","https://openalex.org/W4285719527","https://openalex.org/W4292932369","https://openalex.org/W6600219630","https://openalex.org/W6630126088"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4388258507","https://openalex.org/W2392013855","https://openalex.org/W4318064328","https://openalex.org/W2357926602","https://openalex.org/W3200517220","https://openalex.org/W2374569605","https://openalex.org/W2386062718","https://openalex.org/W4393047559","https://openalex.org/W899618282"],"abstract_inverted_index":{"The":[0,67,131],"ChaLearn":[1],"AutoML":[2,63,68],"Challenge":[3],"(The":[4],"authors":[5],"are":[6,136],"in":[7,153,158],"alphabetical":[8],"order":[9],"of":[10,20,30,42,45,50,99,115,133,142],"last":[11],"name,":[12],"except":[13],"the":[14,21,24,31,79,87,113,122,129,134],"first":[15],"author":[16,26],"who":[17,27],"did":[18],"most":[19,29],"writing":[22],"and":[23,34,94,102,118,145,162],"second":[25],"produced":[28],"numerical":[32],"analyses":[33],"plots.)":[35],"(NIPS":[36],"2015":[37],"\u2013":[38],"ICML":[39],"2016)":[40],"consisted":[41],"six":[43],"rounds":[44,144],"a":[46],"machine":[47,149],"learning":[48,150],"competition":[49],"progressive":[51],"difficulty,":[52],"subject":[53],"to":[54,90,128],"limited":[55],"computational":[56],"resources.":[57],"It":[58],"was":[59],"followed":[60],"bya":[61],"one-round":[62],"challenge":[64],"(PAKDD":[65],"2018).":[66],"setting":[69],"differs":[70],"from":[71],"former":[72],"model":[73],"selection/hyper-parameter":[74],"selection":[75],"challenges,":[76],"such":[77],"as":[78],"one":[80],"we":[81],"previously":[82],"organized":[83],"for":[84],"NIPS":[85],"2006:":[86],"participants":[88],"aim":[89],"develop":[91],"fully":[92],"automated":[93],"computationally":[95],"efficient":[96],"systems,":[97],"capable":[98],"being":[100],"trained":[101],"tested":[103],"without":[104],"human":[105],"intervention,":[106],"with":[107,147],"code":[108],"submission.":[109],"This":[110],"chapter":[111,160],"analyzes":[112],"results":[114],"these":[116],"competitions":[117],"provides":[119],"details":[120],"about":[121],"datasets,":[123],"which":[124],"were":[125],"not":[126],"revealed":[127],"participants.":[130],"solutions":[132],"winners":[135],"systematically":[137],"benchmarked":[138],"over":[139],"all":[140,143],"datasets":[141],"compared":[146],"canonical":[148],"algorithms":[151],"available":[152,168],"scikit-learn.":[154],"All":[155],"materials":[156],"discussed":[157],"this":[159],"(data":[161],"code)":[163],"have":[164],"been":[165],"made":[166],"publicly":[167],"at":[169],"http://automl.chalearn.org/":[170],".":[171]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-10-10T00:00:00"}