{"id":"https://openalex.org/W2024958843","doi":"https://doi.org/10.1109/bicta.2010.5645127","title":"Enhanced semi-supervised local fisher discriminant analysis for gene expression data classification","display_name":"Enhanced semi-supervised local fisher discriminant analysis for gene expression data classification","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2024958843","doi":"https://doi.org/10.1109/bicta.2010.5645127","mag":"2024958843"},"language":"en","primary_location":{"id":"doi:10.1109/bicta.2010.5645127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bicta.2010.5645127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA)","raw_type":"proceedings-article"},"type":"article","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/A5073109129","display_name":"Hongwei Huang","orcid":"https://orcid.org/0000-0001-6463-7869"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Huang","raw_affiliation_strings":["Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410902","display_name":"Jianwei Li","orcid":"https://orcid.org/0000-0003-4505-6860"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Wei Li","raw_affiliation_strings":["Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100830019","display_name":"Feng Hai-liang","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Liang Feng","raw_affiliation_strings":["Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060998956","display_name":"Ruxi Xiang","orcid":"https://orcid.org/0000-0001-5221-7672"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru-Xi Xiang","raw_affiliation_strings":["Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory on Optoelectronic Technique and Systems Ministry of Education, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"Key Lab. on Opto-electronic Technique and systems, Ministry of Education, Chongqing University, 400044l, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073109129"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11000355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1000","last_page":"1004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.98580002784729,"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":0.98580002784729,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.92330002784729,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7030104994773865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6907607913017273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6526211500167847},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5974338054656982},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5649612545967102},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.5384670495986938},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5379927754402161},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4856523275375366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4684928357601166},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.45133572816848755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44858431816101074},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.41726475954055786},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41655927896499634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1765165627002716},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10763773322105408}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7030104994773865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6907607913017273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6526211500167847},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5974338054656982},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5649612545967102},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.5384670495986938},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5379927754402161},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4856523275375366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4684928357601166},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.45133572816848755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44858431816101074},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.41726475954055786},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41655927896499634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1765165627002716},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10763773322105408},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bicta.2010.5645127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bicta.2010.5645127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1727290854","https://openalex.org/W1969204685","https://openalex.org/W1979765150","https://openalex.org/W1990334093","https://openalex.org/W1991034425","https://openalex.org/W1999172275","https://openalex.org/W2001141328","https://openalex.org/W2002543463","https://openalex.org/W2009596443","https://openalex.org/W2011980553","https://openalex.org/W2053186076","https://openalex.org/W2063869863","https://openalex.org/W2084716551","https://openalex.org/W2087025987","https://openalex.org/W2097308346","https://openalex.org/W2109531142","https://openalex.org/W2115358726","https://openalex.org/W2117553576","https://openalex.org/W2121647436","https://openalex.org/W2152322845","https://openalex.org/W3014771378","https://openalex.org/W3148981562","https://openalex.org/W4210997624","https://openalex.org/W6676189307"],"related_works":["https://openalex.org/W2375574759","https://openalex.org/W2383239174","https://openalex.org/W3088634662","https://openalex.org/W117517268","https://openalex.org/W3162910294","https://openalex.org/W2539700568","https://openalex.org/W2931531042","https://openalex.org/W1489327846","https://openalex.org/W4287375746","https://openalex.org/W3124275785"],"abstract_inverted_index":{"An":[0],"improved":[1],"manifold":[2],"learning":[3],"method,":[4],"called":[5],"enhanced":[6],"semi-supervised":[7,25,72],"local":[8],"fisher":[9],"discriminant":[10],"analysis":[11],"(ESELF),":[12],"for":[13,34],"gene":[14],"expression":[15],"data":[16,99],"classification":[17],"is":[18],"proposed.":[19],"Motivated":[20],"by":[21],"the":[22,53,79,107,110],"fact":[23],"that":[24],"and":[26,31,83,95,100],"parameter-free":[27],"are":[28],"two":[29,101],"desirable":[30],"promising":[32],"characteristics":[33],"dimension":[35],"reduction,":[36],"a":[37],"new":[38],"difference-based":[39],"optimization":[40],"objective":[41],"function":[42],"with":[43],"unlabeled":[44,57],"samples":[45,58,64],"has":[46,74],"been":[47],"designed.":[48],"The":[49,71,92],"proposed":[50,111],"method":[51,73],"preserves":[52],"global":[54],"structure":[55],"of":[56,78,109],"in":[59,65],"addition":[60],"to":[61],"separating":[62],"labeled":[63],"different":[66],"classes":[67],"from":[68],"each":[69],"other.":[70],"an":[75],"analytic":[76],"form":[77],"globally":[80],"optimal":[81],"solution":[82],"it":[84],"can":[85],"be":[86],"computed":[87],"based":[88],"on":[89,97],"eigen":[90],"decompositions.":[91],"experimental":[93],"results":[94],"comparisons":[96],"synthetic":[98],"DNA":[102],"micro":[103],"array":[104],"datasets":[105],"demonstrate":[106],"effectiveness":[108],"method.":[112]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
