{"id":"https://openalex.org/W3085638688","doi":"https://doi.org/10.1007/s12652-020-02542-6","title":"Improved local fisher discriminant analysis based dimensionality reduction for cancer disease prediction","display_name":"Improved local fisher discriminant analysis based dimensionality reduction for cancer disease prediction","publication_year":2020,"publication_date":"2020-09-17","ids":{"openalex":"https://openalex.org/W3085638688","doi":"https://doi.org/10.1007/s12652-020-02542-6","mag":"3085638688"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-020-02542-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02542-6","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-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/A5065736785","display_name":"P. Prakash","orcid":"https://orcid.org/0000-0002-6392-5532"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"P. N. Senthil Prakash","raw_affiliation_strings":["RMK College of Engineering and Technology, Chennai, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0002-6392-5532","affiliations":[{"raw_affiliation_string":"RMK College of Engineering and Technology, Chennai, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102781137","display_name":"N. Rajkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I43663321","display_name":"Hindustan Institute of Technology and Science","ror":"https://ror.org/037tgdn13","country_code":"IN","type":"education","lineage":["https://openalex.org/I43663321"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Rajkumar","raw_affiliation_strings":["Hindusthan College of Engineering and Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hindusthan College of Engineering and Technology, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I43663321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065736785"],"corresponding_institution_ids":[],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.0868,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.76653162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"12","issue":"7","first_page":"8083","last_page":"8098"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9923999905586243,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9923999905586243,"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/T10057","display_name":"Face and Expression Recognition","score":0.9735999703407288,"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/T10862","display_name":"AI in cancer detection","score":0.9725000262260437,"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":0.9183816313743591},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7947040796279907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6664982438087463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6487929821014404},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5919148921966553},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.5763971209526062},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5689926147460938},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5252435207366943},{"id":"https://openalex.org/keywords/dimensional-reduction","display_name":"Dimensional reduction","score":0.4615066349506378},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43713727593421936},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4303537905216217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42980003356933594},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.42422911524772644},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4194154739379883},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34263384342193604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2316620945930481}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.9183816313743591},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7947040796279907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6664982438087463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6487929821014404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5919148921966553},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.5763971209526062},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5689926147460938},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5252435207366943},{"id":"https://openalex.org/C2780091087","wikidata":"https://www.wikidata.org/wiki/Q3092131","display_name":"Dimensional reduction","level":2,"score":0.4615066349506378},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43713727593421936},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4303537905216217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42980003356933594},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.42422911524772644},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4194154739379883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34263384342193604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2316620945930481},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/s12652-020-02542-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02542-6","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W50145612","https://openalex.org/W78520480","https://openalex.org/W241330608","https://openalex.org/W1973365170","https://openalex.org/W2027053044","https://openalex.org/W2047099264","https://openalex.org/W2059786066","https://openalex.org/W2062830115","https://openalex.org/W2112446600","https://openalex.org/W2117692326","https://openalex.org/W2141541629","https://openalex.org/W2149224850","https://openalex.org/W2402917710","https://openalex.org/W2619105228","https://openalex.org/W2750832676","https://openalex.org/W2790137849","https://openalex.org/W2887934490","https://openalex.org/W2904149589","https://openalex.org/W2915032721","https://openalex.org/W3009499368","https://openalex.org/W3010593756","https://openalex.org/W3065287867","https://openalex.org/W3074138620","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2124332660","https://openalex.org/W2168411768","https://openalex.org/W2391958148","https://openalex.org/W1548735054","https://openalex.org/W3176621072","https://openalex.org/W3184042116","https://openalex.org/W4362029000","https://openalex.org/W4287981316","https://openalex.org/W4360616051","https://openalex.org/W4307320415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}