{"id":"https://openalex.org/W1608143920","doi":"https://doi.org/10.1007/3-540-44673-7_4","title":"Function Decomposition in Machine Learning","display_name":"Function Decomposition in Machine Learning","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1608143920","doi":"https://doi.org/10.1007/3-540-44673-7_4","mag":"1608143920"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-44673-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-44673-7_4","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/A5073792028","display_name":"Bla\u017e Zupan","orcid":"https://orcid.org/0000-0002-5864-7056"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210147455","display_name":"Institute of Information Science","ror":"https://ror.org/055q8rh54","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210147455"]},{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]}],"countries":["SI","US"],"is_corresponding":true,"raw_author_name":"Bla\u017e Zupan","raw_affiliation_strings":["Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA","Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","Faculty of Computer and Information Sciences, Slovenia","Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia","Baylor College of Medicine, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Baylor College of Medicine, 1 Baylor Plaza, Houston, TX, 77030, USA","institution_ids":["https://openalex.org/I181547552"]},{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Faculty of Computer and Information Sciences, Slovenia","institution_ids":["https://openalex.org/I4210147455"]},{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Baylor College of Medicine, Houston, USA","institution_ids":["https://openalex.org/I181547552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020641117","display_name":"Ivan Bratko","orcid":"https://orcid.org/0000-0002-3658-6555"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210147455","display_name":"Institute of Information Science","ror":"https://ror.org/055q8rh54","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210147455"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ivan Bratko","raw_affiliation_strings":["Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","Faculty of Computer and Information Sciences, Slovenia","Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Faculty of Computer and Information Sciences, Slovenia","institution_ids":["https://openalex.org/I4210147455"]},{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080334275","display_name":"Marko Bohanec","orcid":"https://orcid.org/0000-0003-4317-2833"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Bohanec","raw_affiliation_strings":["Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Jamova 39, SI-1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Department of Intelligent Systems, J. Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024075429","display_name":"Janez Dem\u0161ar","orcid":"https://orcid.org/0000-0002-1256-1687"},"institutions":[{"id":"https://openalex.org/I4210147455","display_name":"Institute of Information Science","ror":"https://ror.org/055q8rh54","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210147455"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Janez Dem\u0161ar","raw_affiliation_strings":["Faculty of Computer and Information Sciences, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Sciences, Slovenia","institution_ids":["https://openalex.org/I4210147455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073792028"],"corresponding_institution_ids":["https://openalex.org/I181547552","https://openalex.org/I3006985408","https://openalex.org/I4210147455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.586,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.68511685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9983999729156494,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9983999729156494,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9966999888420105,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9958000183105469,"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":0.8435432314872742},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.690401554107666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.541408360004425},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.496707022190094},{"id":"https://openalex.org/keywords/functional-decomposition","display_name":"Functional decomposition","score":0.4175732135772705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3428512215614319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8435432314872742},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.690401554107666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.541408360004425},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.496707022190094},{"id":"https://openalex.org/C12145135","wikidata":"https://www.wikidata.org/wiki/Q5215396","display_name":"Functional decomposition","level":2,"score":0.4175732135772705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3428512215614319},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-44673-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-44673-7_4","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W46065942","https://openalex.org/W75518229","https://openalex.org/W142869779","https://openalex.org/W146587857","https://openalex.org/W152551761","https://openalex.org/W1499484299","https://openalex.org/W1504694836","https://openalex.org/W1533491278","https://openalex.org/W1537595551","https://openalex.org/W1543584403","https://openalex.org/W1545302199","https://openalex.org/W1568471789","https://openalex.org/W1568532392","https://openalex.org/W1575869149","https://openalex.org/W1576290412","https://openalex.org/W1582782490","https://openalex.org/W1596324102","https://openalex.org/W1597462085","https://openalex.org/W1608118133","https://openalex.org/W1608701707","https://openalex.org/W1808644423","https://openalex.org/W1933089843","https://openalex.org/W1965540529","https://openalex.org/W1967845326","https://openalex.org/W1969979016","https://openalex.org/W1970406594","https://openalex.org/W2003523975","https://openalex.org/W2043879770","https://openalex.org/W2060842462","https://openalex.org/W2069533828","https://openalex.org/W2074578177","https://openalex.org/W2084812512","https://openalex.org/W2096920304","https://openalex.org/W2105686649","https://openalex.org/W2108301529","https://openalex.org/W2108605918","https://openalex.org/W2112865076","https://openalex.org/W2118615994","https://openalex.org/W2121592460","https://openalex.org/W2125055259","https://openalex.org/W2129247428","https://openalex.org/W2140727935","https://openalex.org/W2148324414","https://openalex.org/W2149706766","https://openalex.org/W2161608691","https://openalex.org/W2164900037","https://openalex.org/W2316166351","https://openalex.org/W2712498682","https://openalex.org/W2752885492","https://openalex.org/W3112020351","https://openalex.org/W3198350258","https://openalex.org/W4244340606","https://openalex.org/W6603119099","https://openalex.org/W6605943715","https://openalex.org/W6629799319","https://openalex.org/W7029321148"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
