{"id":"https://openalex.org/W1542937096","doi":"https://doi.org/10.1007/978-3-540-85920-8_38","title":"On Using Dimensionality Reduction Schemes to Optimize Dissimilarity-Based Classifiers","display_name":"On Using Dimensionality Reduction Schemes to Optimize Dissimilarity-Based Classifiers","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1542937096","doi":"https://doi.org/10.1007/978-3-540-85920-8_38","mag":"1542937096"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-85920-8_38","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-85920-8_38","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-85920-8_38.pdf","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-85920-8_38.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114858718","display_name":"Sang\u2010Woon Kim","orcid":"https://orcid.org/0000-0002-3172-8462"},"institutions":[{"id":"https://openalex.org/I89440247","display_name":"Myongji University","ror":"https://ror.org/00s9dpb54","country_code":"KR","type":"education","lineage":["https://openalex.org/I89440247"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sang-Woon Kim","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Myongji University, Yongin, 449-728, South Korea","Dept. of Computer Science and Engineering, Myongji University, Yongin, South Korea 449-728#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Myongji University, Yongin, 449-728, South Korea","institution_ids":["https://openalex.org/I89440247"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Myongji University, Yongin, South Korea 449-728#TAB#","institution_ids":["https://openalex.org/I89440247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029422742","display_name":"Jian Guo Gao","orcid":"https://orcid.org/0000-0001-6434-7239"},"institutions":[{"id":"https://openalex.org/I89440247","display_name":"Myongji University","ror":"https://ror.org/00s9dpb54","country_code":"KR","type":"education","lineage":["https://openalex.org/I89440247"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jian Gao","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Myongji University, Yongin, 449-728, South Korea","Dept. of Computer Science and Engineering, Myongji University, Yongin, South Korea 449-728#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Myongji University, Yongin, 449-728, South Korea","institution_ids":["https://openalex.org/I89440247"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Myongji University, Yongin, South Korea 449-728#TAB#","institution_ids":["https://openalex.org/I89440247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114858718"],"corresponding_institution_ids":["https://openalex.org/I89440247"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1784,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7892873,"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":"309","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9994000196456909,"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":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"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":0.9973000288009644,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7975983619689941},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6657472252845764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6656317710876465},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6384842395782471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.617727518081665},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5909608602523804},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5518890619277954},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5261639952659607},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5095160603523254},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5061582922935486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49753430485725403},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4450402855873108},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.42340168356895447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2084411084651947}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7975983619689941},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6657472252845764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6656317710876465},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6384842395782471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.617727518081665},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5909608602523804},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5518890619277954},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5261639952659607},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5095160603523254},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5061582922935486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49753430485725403},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4450402855873108},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.42340168356895447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2084411084651947},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-85920-8_38","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-85920-8_38","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-85920-8_38.pdf","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"}],"best_oa_location":{"id":"doi:10.1007/978-3-540-85920-8_38","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-85920-8_38","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-85920-8_38.pdf","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6000000238418579,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1542937096.pdf","grobid_xml":"https://content.openalex.org/works/W1542937096.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1480708938","https://openalex.org/W1515755811","https://openalex.org/W1527180107","https://openalex.org/W1562470308","https://openalex.org/W1578859550","https://openalex.org/W1582675111","https://openalex.org/W1985809919","https://openalex.org/W1996474118","https://openalex.org/W2021012145","https://openalex.org/W2047555270","https://openalex.org/W2053186076","https://openalex.org/W2116551122","https://openalex.org/W2121647436","https://openalex.org/W2122135337","https://openalex.org/W2130418330","https://openalex.org/W2132549764","https://openalex.org/W2144143728","https://openalex.org/W2150563191","https://openalex.org/W2163999590","https://openalex.org/W2171849959","https://openalex.org/W2505188246","https://openalex.org/W2782509404"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}