{"id":"https://openalex.org/W2804692568","doi":"https://doi.org/10.1007/s10044-018-0711-6","title":"Multi-label classification by polytree-augmented classifier chains with label-dependent features","display_name":"Multi-label classification by polytree-augmented classifier chains with label-dependent features","publication_year":2018,"publication_date":"2018-05-15","ids":{"openalex":"https://openalex.org/W2804692568","doi":"https://doi.org/10.1007/s10044-018-0711-6","mag":"2804692568"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-018-0711-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-018-0711-6","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lib.hokudai.ac.jp/repo/huscap/all/79009/sun.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055324098","display_name":"Lu Sun","orcid":"https://orcid.org/0000-0001-8126-2982"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Lu Sun","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078972540","display_name":"Mineichi Kudo","orcid":"https://orcid.org/0000-0003-1013-3870"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mineichi Kudo","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, 060-0814, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055324098"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.7466,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79345493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":"3","first_page":"1029","last_page":"1049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","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/T11550","display_name":"Text and Document Classification Technologies","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/T11644","display_name":"Spam and Phishing Detection","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/multi-label-classification","display_name":"Multi-label classification","score":0.849225640296936},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7314079403877258},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7286809682846069},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6911560297012329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894254684448242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6692280173301697},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6573449373245239},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4890895485877991},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4125572144985199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40796416997909546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.357938289642334}],"concepts":[{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.849225640296936},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7314079403877258},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7286809682846069},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6911560297012329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894254684448242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6692280173301697},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6573449373245239},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4890895485877991},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4125572144985199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40796416997909546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.357938289642334},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10044-018-0711-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-018-0711-6","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-article"},{"id":"pmh:oai:irdb.nii.ac.jp:01364:0007191982","is_oa":true,"landing_page_url":"https://hdl.handle.net/2115/79009","pdf_url":"https://eprints.lib.hokudai.ac.jp/repo/huscap/all/79009/sun.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pattern analysis and applications","raw_type":"journal article"},{"id":"pmh:oai:eprints.lib.hokudai.ac.jp:2115/79009","is_oa":false,"landing_page_url":"http://hdl.handle.net/2115/79009","pdf_url":null,"source":{"id":"https://openalex.org/S4306400549","display_name":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205349734","host_organization_name":"Hokkaido University","host_organization_lineage":["https://openalex.org/I205349734"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article (author version)"}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:01364:0007191982","is_oa":true,"landing_page_url":"https://hdl.handle.net/2115/79009","pdf_url":"https://eprints.lib.hokudai.ac.jp/repo/huscap/all/79009/sun.pdf","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pattern analysis and applications","raw_type":"journal article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4148475336","display_name":"eXtFS:Feature Selection and Exploration in extremly large multi-label classification problems","funder_award_id":"15H02719","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2804692568.pdf","grobid_xml":"https://content.openalex.org/works/W2804692568.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W21006490","https://openalex.org/W146125889","https://openalex.org/W178169250","https://openalex.org/W190437827","https://openalex.org/W1494211488","https://openalex.org/W1560107318","https://openalex.org/W1563488833","https://openalex.org/W1565746575","https://openalex.org/W1570713908","https://openalex.org/W1598207381","https://openalex.org/W1661871015","https://openalex.org/W1884542822","https://openalex.org/W1912123407","https://openalex.org/W1940008012","https://openalex.org/W1965555277","https://openalex.org/W1970696760","https://openalex.org/W1971733727","https://openalex.org/W1972490990","https://openalex.org/W1999954155","https://openalex.org/W2006462052","https://openalex.org/W2011834202","https://openalex.org/W2017337590","https://openalex.org/W2023049627","https://openalex.org/W2051434435","https://openalex.org/W2052684427","https://openalex.org/W2068074736","https://openalex.org/W2086465730","https://openalex.org/W2090630554","https://openalex.org/W2129026672","https://openalex.org/W2129144539","https://openalex.org/W2133223948","https://openalex.org/W2138290126","https://openalex.org/W2146241755","https://openalex.org/W2150385485","https://openalex.org/W2156504490","https://openalex.org/W2156935079","https://openalex.org/W2159080219","https://openalex.org/W2161824996","https://openalex.org/W2163166770","https://openalex.org/W2166912588","https://openalex.org/W2183087644","https://openalex.org/W2237248385","https://openalex.org/W2276022235","https://openalex.org/W2314777306","https://openalex.org/W2395842256","https://openalex.org/W2435251607","https://openalex.org/W2519969774","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2383096489","https://openalex.org/W2112471020","https://openalex.org/W3105858689","https://openalex.org/W2563374010","https://openalex.org/W2263302838","https://openalex.org/W3200179079","https://openalex.org/W2402952899","https://openalex.org/W2387099566","https://openalex.org/W2053231970","https://openalex.org/W2042627188"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
