{"id":"https://openalex.org/W2187390874","doi":"https://doi.org/10.1007/978-3-642-20841-6_9","title":"The Unsymmetrical-Style Co-training","display_name":"The Unsymmetrical-Style Co-training","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2187390874","doi":"https://doi.org/10.1007/978-3-642-20841-6_9","mag":"2187390874"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-20841-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20841-6_9","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=12496e5e-489f-4690-94f0-215d23630179","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100372406","display_name":"Bin Wang","orcid":"https://orcid.org/0000-0003-0424-2675"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bin Wang","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103226976","display_name":"Harry Zhang","orcid":"https://orcid.org/0009-0003-1903-274X"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Harry Zhang","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032856780","display_name":"Bruce Spencer","orcid":"https://orcid.org/0000-0003-1093-4870"},"institutions":[{"id":"https://openalex.org/I4210098097","display_name":"Research and Productivity Council","ror":"https://ror.org/00yeap462","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210098097"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bruce Spencer","raw_affiliation_strings":["National Research Council of Canada, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Canada, Fredericton, Canada","institution_ids":["https://openalex.org/I4210098097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025972491","display_name":"Yuanyuan Guo","orcid":"https://orcid.org/0000-0003-4647-6517"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yuanyuan Guo","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"100","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9987000226974487,"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":0.9987000226974487,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9925000071525574,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9896000027656555,"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/co-training","display_name":"Co-training","score":0.8823847770690918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7739112377166748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.651321530342102},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.647364616394043},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6211154460906982},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5456188917160034},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.47936517000198364},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4412398636341095},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4317227005958557},{"id":"https://openalex.org/keywords/data-space","display_name":"Data space","score":0.42253023386001587},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.31157657504081726}],"concepts":[{"id":"https://openalex.org/C2776959682","wikidata":"https://www.wikidata.org/wiki/Q17005296","display_name":"Co-training","level":3,"score":0.8823847770690918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7739112377166748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.651321530342102},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.647364616394043},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6211154460906982},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5456188917160034},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.47936517000198364},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4412398636341095},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4317227005958557},{"id":"https://openalex.org/C2988382989","wikidata":"https://www.wikidata.org/wiki/Q370685","display_name":"Data space","level":2,"score":0.42253023386001587},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.31157657504081726},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-20841-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20841-6_9","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"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:21271771","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400864","display_name":"National Research Council Canada (Government of Canada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802286613","host_organization_name":"Government of Canada","host_organization_lineage":["https://openalex.org/I2802286613"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"book chapter"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:18150449","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=12496e5e-489f-4690-94f0-215d23630179","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=12496e5e-489f-4690-94f0-215d23630179","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:18150449","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=12496e5e-489f-4690-94f0-215d23630179","pdf_url":"https://nrc-publications.canada.ca/eng/view/accepted/?id=12496e5e-489f-4690-94f0-215d23630179","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2187390874.pdf","grobid_xml":"https://content.openalex.org/works/W2187390874.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W57680428","https://openalex.org/W1566499617","https://openalex.org/W1583837637","https://openalex.org/W1596077776","https://openalex.org/W1756896031","https://openalex.org/W1824737917","https://openalex.org/W2002586403","https://openalex.org/W2037603696","https://openalex.org/W2048679005","https://openalex.org/W2097089247","https://openalex.org/W2101210369","https://openalex.org/W2110308599","https://openalex.org/W2123504579","https://openalex.org/W2128614648","https://openalex.org/W2135734357","https://openalex.org/W2140076625","https://openalex.org/W2169797000","https://openalex.org/W2466512847","https://openalex.org/W2492778706","https://openalex.org/W2738173662","https://openalex.org/W2883783597"],"related_works":["https://openalex.org/W2251208230","https://openalex.org/W2186473728","https://openalex.org/W264117909","https://openalex.org/W2133556223","https://openalex.org/W2382572377","https://openalex.org/W2044488462","https://openalex.org/W2098708659","https://openalex.org/W2165396616","https://openalex.org/W121244246","https://openalex.org/W2145519559"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
