{"id":"https://openalex.org/W1990473364","doi":"https://doi.org/10.1016/j.patcog.2004.08.014","title":"Exploring the structure of supervised data by Discriminant Isometric Mapping","display_name":"Exploring the structure of supervised data by Discriminant Isometric Mapping","publication_year":2004,"publication_date":"2004-12-10","ids":{"openalex":"https://openalex.org/W1990473364","doi":"https://doi.org/10.1016/j.patcog.2004.08.014","mag":"1990473364"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2004.08.014","doi":"https://doi.org/10.1016/j.patcog.2004.08.014","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2004.08.014","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5110015945","display_name":"Shifeng Weng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4391768185","display_name":"State Key Laboratory of Intelligent Technology and Systems","ror":"https://ror.org/02hzqme58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391768185"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shifeng Weng","raw_affiliation_strings":["State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065063835","display_name":"Changshui Zhang","orcid":"https://orcid.org/0000-0002-8088-367X","observed_orcids":["https://orcid.org/0000-0002-8088-367X"]},"institutions":[{"id":"https://openalex.org/I4391768185","display_name":"State Key Laboratory of Intelligent Technology and Systems","ror":"https://ror.org/02hzqme58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391768185"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changshui Zhang","raw_affiliation_strings":["State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088248842","display_name":"Zhonglin Lin","orcid":"https://orcid.org/0000-0003-2462-6721","observed_orcids":["https://orcid.org/0000-0003-2462-6721"]},"institutions":[{"id":"https://openalex.org/I4391768185","display_name":"State Key Laboratory of Intelligent Technology and Systems","ror":"https://ror.org/02hzqme58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391768185"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonglin Lin","raw_affiliation_strings":["State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]},{"raw_affiliation_string":"State Key Laboratory of Intelligent Technology and Systems, Dept. of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065063835"],"corresponding_institution_ids":["https://openalex.org/I4391768185","https://openalex.org/I99065089"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":2.2488,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88959935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"38","issue":"4","first_page":"599","last_page":"601"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T13141","display_name":"Statistical Methods and Applications","score":0.002400000113993883,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0006000000284984708,"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/nonlinear-dimensionality-reduction","display_name":"nonlinear dimensionality reduction","score":0.9169999957084656},{"id":"https://openalex.org/keywords/isomap","display_name":"Isomap","score":0.7149999737739563},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.8270000219345093},{"id":"https://openalex.org/keywords/manifold-learning","display_name":"manifold learning","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C2778626561","wikidata":"https://www.wikidata.org/wiki/Q6086067","display_name":"Isomap","level":4,"score":0.9452017545700073},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.866581916809082},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.7607109546661377},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7448292970657349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7014856338500977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6467892527580261},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5891841650009155},{"id":"https://openalex.org/C103486182","wikidata":"https://www.wikidata.org/wiki/Q1216236","display_name":"Isometric exercise","level":2,"score":0.553707480430603},{"id":"https://openalex.org/C104500394","wikidata":"https://www.wikidata.org/wiki/Q17104912","display_name":"Optimal discriminant analysis","level":3,"score":0.5293964743614197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182464122772217},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.493550181388855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4021623730659485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3214421272277832},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08236509561538696},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.057286202907562256},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2004.08.014","doi":"https://doi.org/10.1016/j.patcog.2004.08.014","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2004.08.014","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2001141328","https://openalex.org/W2053186076","https://openalex.org/W2097413644","https://openalex.org/W2113076747"],"related_works":["https://openalex.org/W199042988","https://openalex.org/W2054142676","https://openalex.org/W7100207538","https://openalex.org/W3157924763","https://openalex.org/W1617128565","https://openalex.org/W2161233138","https://openalex.org/W2122189126","https://openalex.org/W2795283445","https://openalex.org/W2156287497","https://openalex.org/W2372437498"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}