{"id":"https://openalex.org/W2579323201","doi":"https://doi.org/10.3233/978-1-61499-672-9-1553","title":"Burg Matrix Divergence Based Multi-Metric Learning","display_name":"Burg Matrix Divergence Based Multi-Metric Learning","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2579323201","doi":"https://doi.org/10.3233/978-1-61499-672-9-1553","mag":"2579323201"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-672-9-1553","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-1553","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-672-9-1553","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100322476","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0001-6319-0428"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang Yan","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090216201","display_name":"Han\u2010Xiong Li","orcid":"https://orcid.org/0000-0002-0707-5940"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Han-Xiong","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33995381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.7285000085830688,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.7285000085830688,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.6887999773025513,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/divergence","display_name":"Divergence (linguistics)","score":0.5668473839759827},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5491563677787781},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3646734952926636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3542240858078003},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.14518824219703674},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09310480952262878},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07460448145866394}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.5668473839759827},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5491563677787781},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3646734952926636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3542240858078003},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14518824219703674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09310480952262878},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07460448145866394},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-672-9-1553","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-1553","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-672-9-1553","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-1553","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027"],"abstract_inverted_index":{"The":[0,75,88],"basic":[1],"idea":[2],"of":[3,54,99],"most":[4,45],"distance":[5,31],"metric":[6],"learning":[7,59,73,101],"methods":[8,26],"is":[9,61,78],"to":[10,21,39,66],"find":[11],"a":[12,57],"space":[13],"that":[14],"can":[15],"optimally":[16],"classify":[17,41,68],"data":[18,34,93],"points":[19],"belong":[20],"different":[22,42,69],"categories.":[23],"However,":[24],"current":[25],"only":[27],"learn":[28],"one":[29],"Mahalanobis":[30],"for":[32],"each":[33],"set,":[35],"which":[36],"actually":[37],"fails":[38],"perfectly":[40],"categories":[43,70],"in":[44,63],"real":[46],"world":[47],"applications.":[48],"To":[49],"improve":[50],"the":[51,82,96,105],"classification":[52],"accuracy":[53],"k-nearest-neighbour":[55],"algorithm,":[56],"multi-metric":[58],"method":[60],"proposed":[62,76],"this":[64],"paper":[65],"completely":[67],"by":[71],"sequentially":[72],"sub-metrics.":[74],"algorithm":[77],"based":[79],"on":[80,90],"minimizing":[81],"Burg":[83],"matrix":[84],"divergence":[85],"between":[86],"metrics.":[87],"experiments":[89],"five":[91],"UCI":[92],"sets":[94],"demonstrate":[95],"improved":[97],"performance":[98],"Multi-Metric":[100],"when":[102],"comparing":[103],"with":[104],"state-of-the-art":[106],"methods.":[107]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-01-26T00:00:00"}
