{"id":"https://openalex.org/W1588882918","doi":"https://doi.org/10.1007/978-3-540-78293-3_2","title":"Data Reduction for Pattern Recognition and Data Analysis","display_name":"Data Reduction for Pattern Recognition and Data Analysis","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1588882918","doi":"https://doi.org/10.1007/978-3-540-78293-3_2","mag":"1588882918"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-78293-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-78293-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5050716572","display_name":"Tommy W. S. Chow","orcid":"https://orcid.org/0000-0001-7051-0434"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tommy W. S. Chow","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056972984","display_name":"Di Huang","orcid":"https://orcid.org/0000-0002-2412-9330"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Di Huang","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2783,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.56177099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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/T10320","display_name":"Neural Networks and Applications","score":0.9995999932289124,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9980000257492065,"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/T10057","display_name":"Face and Expression Recognition","score":0.9930999875068665,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7145875692367554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7006605863571167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6731706857681274},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5120328068733215},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5061735510826111},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.48846569657325745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4441079795360565},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4353301525115967},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4221365451812744},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4187677204608917},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41753053665161133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3849961459636688}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7145875692367554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7006605863571167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6731706857681274},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5120328068733215},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5061735510826111},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.48846569657325745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4441079795360565},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4353301525115967},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4221365451812744},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4187677204608917},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41753053665161133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3849961459636688},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-78293-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-78293-3_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W208128215","https://openalex.org/W1484084878","https://openalex.org/W1495061682","https://openalex.org/W1509041993","https://openalex.org/W1513221308","https://openalex.org/W1515450954","https://openalex.org/W1523646822","https://openalex.org/W1523989055","https://openalex.org/W1528361845","https://openalex.org/W1531556760","https://openalex.org/W1535808840","https://openalex.org/W1540636360","https://openalex.org/W1553244859","https://openalex.org/W1554663460","https://openalex.org/W1570713908","https://openalex.org/W1574206268","https://openalex.org/W1587362683","https://openalex.org/W1591439396","https://openalex.org/W1592785605","https://openalex.org/W1601142477","https://openalex.org/W1619226191","https://openalex.org/W1679913846","https://openalex.org/W1994410331","https://openalex.org/W2004338242","https://openalex.org/W2014915963","https://openalex.org/W2026535637","https://openalex.org/W2040704490","https://openalex.org/W2040884411","https://openalex.org/W2048841640","https://openalex.org/W2060542593","https://openalex.org/W2080722576","https://openalex.org/W2084772916","https://openalex.org/W2087327261","https://openalex.org/W2087684630","https://openalex.org/W2093799708","https://openalex.org/W2095850560","https://openalex.org/W2097839764","https://openalex.org/W2099331417","https://openalex.org/W2106764995","https://openalex.org/W2109363337","https://openalex.org/W2111051539","https://openalex.org/W2113890143","https://openalex.org/W2116723988","https://openalex.org/W2118368662","https://openalex.org/W2119479037","https://openalex.org/W2122394105","https://openalex.org/W2122496402","https://openalex.org/W2123060977","https://openalex.org/W2129977294","https://openalex.org/W2130949063","https://openalex.org/W2134478553","https://openalex.org/W2138566896","https://openalex.org/W2140190241","https://openalex.org/W2143426320","https://openalex.org/W2145937819","https://openalex.org/W2148633389","https://openalex.org/W2149772057","https://openalex.org/W2158497151","https://openalex.org/W2160437405","https://openalex.org/W2166856932","https://openalex.org/W2504658994","https://openalex.org/W2599272755","https://openalex.org/W2616354903","https://openalex.org/W2799061466","https://openalex.org/W2913399920","https://openalex.org/W2999905431","https://openalex.org/W4239875977","https://openalex.org/W4244017338","https://openalex.org/W4245176872","https://openalex.org/W4285719527","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W3195278891"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
