{"id":"https://openalex.org/W3181274212","doi":"https://doi.org/10.1007/978-3-030-78811-7_23","title":"NiaAML2: An Improved AutoML Using Nature-Inspired Algorithms","display_name":"NiaAML2: An Improved AutoML Using Nature-Inspired Algorithms","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3181274212","doi":"https://doi.org/10.1007/978-3-030-78811-7_23","mag":"3181274212"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-78811-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78811-7_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031118871","display_name":"Luka Pe\u010dnik","orcid":"https://orcid.org/0000-0002-3897-9774"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Luka Pe\u010dnik","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012442974","display_name":"Iztok Fister","orcid":"https://orcid.org/0000-0002-6418-1272"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Iztok Fister","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012442974","display_name":"Iztok Fister","orcid":"https://orcid.org/0000-0002-6418-1272"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Iztok Fister","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, Koro\u0161ka ul. 46, 2000, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031118871"],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.717,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70125996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9648000001907349,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9412999749183655,"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/computer-science","display_name":"Computer science","score":0.8090000152587891},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7266016006469727},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6135502457618713},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.5939648747444153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5100058317184448},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4982147216796875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.479430615901947},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3897266387939453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10340499877929688},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06502458453178406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8090000152587891},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7266016006469727},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6135502457618713},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.5939648747444153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5100058317184448},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4982147216796875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.479430615901947},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3897266387939453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10340499877929688},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06502458453178406},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-78811-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-78811-7_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1437335841","https://openalex.org/W1601024910","https://openalex.org/W1647221522","https://openalex.org/W1788708300","https://openalex.org/W2101234009","https://openalex.org/W2152195021","https://openalex.org/W2182361439","https://openalex.org/W2309832917","https://openalex.org/W2604766410","https://openalex.org/W2608595939","https://openalex.org/W2791891746","https://openalex.org/W2966284335","https://openalex.org/W3010924360","https://openalex.org/W3120740533","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2120762159","https://openalex.org/W1571604264","https://openalex.org/W2343312926","https://openalex.org/W3127812658","https://openalex.org/W6430337","https://openalex.org/W71077157","https://openalex.org/W4226106502","https://openalex.org/W3203919420","https://openalex.org/W3123920941","https://openalex.org/W2999356315"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}