{"id":"https://openalex.org/W1583952194","doi":"https://doi.org/10.1007/11790853_2","title":"OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets","display_name":"OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1583952194","doi":"https://doi.org/10.1007/11790853_2","mag":"1583952194"},"language":"en","primary_location":{"id":"doi:10.1007/11790853_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11790853_2","pdf_url":null,"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":"conference-paper","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/A5004117839","display_name":"Chia-Huey Ooi","orcid":"https://orcid.org/0000-0001-8678-2901"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chia Huey Ooi","raw_affiliation_strings":["Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070425791","display_name":"Madhu Chetty","orcid":"https://orcid.org/0000-0001-7052-0413"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Madhu Chetty","raw_affiliation_strings":["Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007657733","display_name":"Shyh Wei Teng","orcid":"https://orcid.org/0000-0003-0347-3797"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shyh Wei Teng","raw_affiliation_strings":["Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gippsland School of Information Technology, Monash University, Churchill, VIC, 3842, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.987500011920929,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9830999970436096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.8109071850776672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8083231449127197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5686764121055603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5216420292854309},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5108501315116882},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.5056688785552979},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5030612349510193},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4318265914916992},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.395228773355484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3541213274002075},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05692550539970398}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8109071850776672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8083231449127197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5686764121055603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5216420292854309},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5108501315116882},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.5056688785552979},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5030612349510193},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4318265914916992},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.395228773355484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3541213274002075},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05692550539970398},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11790853_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11790853_2","pdf_url":null,"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":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1520730836","https://openalex.org/W1592785605","https://openalex.org/W1727290854","https://openalex.org/W1966701961","https://openalex.org/W1970156673","https://openalex.org/W1981276685","https://openalex.org/W1988078905","https://openalex.org/W1989076816","https://openalex.org/W2064901349","https://openalex.org/W2097413644","https://openalex.org/W2097687901","https://openalex.org/W2109363337","https://openalex.org/W2116079122","https://openalex.org/W2119479037","https://openalex.org/W2122599407","https://openalex.org/W2124704116","https://openalex.org/W2127544153","https://openalex.org/W2127912512","https://openalex.org/W2131987814","https://openalex.org/W2137476312","https://openalex.org/W2138218344","https://openalex.org/W2157239837","https://openalex.org/W2161893150","https://openalex.org/W2172000360","https://openalex.org/W2492794003","https://openalex.org/W2505274713","https://openalex.org/W4246697467","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W2184980933","https://openalex.org/W653452717","https://openalex.org/W2554445088","https://openalex.org/W2156571267","https://openalex.org/W2747166117","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}