{"id":"https://openalex.org/W49725993","doi":"https://doi.org/10.1007/978-3-642-39678-6_16","title":"Manifold Learner Ensemble","display_name":"Manifold Learner Ensemble","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W49725993","doi":"https://doi.org/10.1007/978-3-642-39678-6_16","mag":"49725993"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-39678-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39678-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5100364062","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-9428-9340"},"institutions":[{"id":"https://openalex.org/I4210115813","display_name":"China National Commission for Disaster Reduction","ror":"https://ror.org/029j8j127","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115813"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","National Disaster Reduction Center of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210115813"]},{"raw_affiliation_string":"National Disaster Reduction Center of China","institution_ids":["https://openalex.org/I4210115813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089785339","display_name":"Chunbo Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115813","display_name":"China National Commission for Disaster Reduction","ror":"https://ror.org/029j8j127","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115813"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunbo Fan","raw_affiliation_strings":["Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","National Disaster Reduction Center of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210115813"]},{"raw_affiliation_string":"National Disaster Reduction Center of China","institution_ids":["https://openalex.org/I4210115813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078825613","display_name":"Yuanyuan Ren","orcid":"https://orcid.org/0000-0001-7802-2128"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210134982","display_name":"Institute of Microbiology","ror":"https://ror.org/047yhep71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210134982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Ren","raw_affiliation_strings":["Institute of Microbiology, Chinese Academy of Sciences, Beijing, P.R. China","Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microbiology, Chinese Academy of Sciences, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210134982","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060706836","display_name":"Nina Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115813","display_name":"China National Commission for Disaster Reduction","ror":"https://ror.org/029j8j127","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115813"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nina Zhang","raw_affiliation_strings":["Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","National Disaster Reduction Center of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Center, National Disaster Reduction Center of China, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210115813"]},{"raw_affiliation_string":"National Disaster Reduction Center of China","institution_ids":["https://openalex.org/I4210115813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.03268072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"94","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9970999956130981,"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":0.9970999956130981,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9922999739646912,"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/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.9236425161361694},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.7439448833465576},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7117223143577576},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6154743432998657},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.6044164896011353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.587722897529602},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.569005012512207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4854481816291809},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4685298800468445},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33244627714157104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0598408579826355}],"concepts":[{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.9236425161361694},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.7439448833465576},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7117223143577576},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6154743432998657},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.6044164896011353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.587722897529602},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.569005012512207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4854481816291809},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4685298800468445},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33244627714157104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0598408579826355},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-39678-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39678-6_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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":12,"referenced_works":["https://openalex.org/W1804110266","https://openalex.org/W2001141328","https://openalex.org/W2029706109","https://openalex.org/W2053186076","https://openalex.org/W2061478368","https://openalex.org/W2077776048","https://openalex.org/W2097308346","https://openalex.org/W2125003829","https://openalex.org/W2152761983","https://openalex.org/W2161336914","https://openalex.org/W3013880646","https://openalex.org/W4205293427"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2166963679","https://openalex.org/W2573981081","https://openalex.org/W3088634662","https://openalex.org/W2383239174","https://openalex.org/W2346141776","https://openalex.org/W2515193852","https://openalex.org/W2054704569","https://openalex.org/W2138621090","https://openalex.org/W4380028844"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
