{"id":"https://openalex.org/W2809054435","doi":"https://doi.org/10.13097/archive-ouverte/unige:104435","title":"Algorithm selection via meta-learning","display_name":"Algorithm selection via meta-learning","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2809054435","doi":"https://doi.org/10.13097/archive-ouverte/unige:104435","mag":"2809054435"},"language":"en","primary_location":{"id":"pmh:oai:unige.ch:unige:104435","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:104435","pdf_url":"https://archive-ouverte.unige.ch/unige:104435","source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://archive-ouverte.unige.ch/unige:104435","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084831490","display_name":"Alexandros Kalousis","orcid":"https://orcid.org/0000-0001-6282-0686"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kalousis, Alexandros","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5084831490"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9466999769210815,"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/T10320","display_name":"Neural Networks and Applications","score":0.9466999769210815,"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/meta-learning","display_name":"Meta learning (computer science)","score":0.7243936061859131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.663349986076355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.609085738658905},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5957624316215515},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5782151222229004},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1131196916103363},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.10848918557167053}],"concepts":[{"id":"https://openalex.org/C2781002164","wikidata":"https://www.wikidata.org/wiki/Q6822311","display_name":"Meta learning (computer science)","level":3,"score":0.7243936061859131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663349986076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.609085738658905},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5957624316215515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5782151222229004},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1131196916103363},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.10848918557167053},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:unige.ch:unige:104435","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:104435","pdf_url":"https://archive-ouverte.unige.ch/unige:104435","source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"doi:10.13097/archive-ouverte/unige:104435","is_oa":true,"landing_page_url":"https://doi.org/10.13097/archive-ouverte/unige:104435","pdf_url":null,"source":{"id":"https://openalex.org/S7407051284","display_name":"Uni Genf","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dissertation"}],"best_oa_location":{"id":"pmh:oai:unige.ch:unige:104435","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:104435","pdf_url":"https://archive-ouverte.unige.ch/unige:104435","source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2809054435.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1519451279","https://openalex.org/W116375701","https://openalex.org/W2167467747","https://openalex.org/W2133990480","https://openalex.org/W2089213632","https://openalex.org/W2142334564","https://openalex.org/W3120740533","https://openalex.org/W1517567737","https://openalex.org/W2911964244","https://openalex.org/W1495775210","https://openalex.org/W1638732406","https://openalex.org/W60686164","https://openalex.org/W2145680191","https://openalex.org/W2125877832","https://openalex.org/W1989048657","https://openalex.org/W2163212577","https://openalex.org/W1520531476","https://openalex.org/W2101234009","https://openalex.org/W1985789779","https://openalex.org/W1494580925"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,27,41],"this":[3],"thesis":[4],"is":[5],"to":[6,9,52],"provide":[7],"support":[8],"the":[10,14,25,28,38,42,46,50],"analyst":[11],"in":[12],"selecting":[13],"appropriate":[15],"classification":[16],"algorithm":[17,36,48],"for":[18],"a":[19],"specific":[20],"problem,":[21],"taking":[22],"into":[23],"consideration":[24],"nature":[26],"problem.":[29],"We":[30],"make":[31],"no":[32],"distinction":[33],"between":[34],"an":[35],"and":[37],"representational":[39],"model":[40],"algorithm,":[43],"we":[44],"consider":[45],"learning":[47],"as":[49],"entity":[51],"be":[53],"selected":[54],"[...]":[55]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}