{"id":"https://openalex.org/W2730711035","doi":"https://doi.org/10.1109/siu.2017.7960251","title":"Gene selection and classification of pancreatic microarray datasets","display_name":"Gene selection and classification of pancreatic microarray datasets","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2730711035","doi":"https://doi.org/10.1109/siu.2017.7960251","mag":"2730711035"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2017.7960251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","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/A5003473859","display_name":"Abubakhari Sserwadda","orcid":"https://orcid.org/0000-0001-9150-5298"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Abubakhari Sserwadda","raw_affiliation_strings":["Computer and Informatics Engineering Faculty, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Computer and Informatics Engineering Faculty, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002687573","display_name":"\u00d6mer Sara\u00e7","orcid":"https://orcid.org/0000-0002-4338-7394"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Omer Sinan Sarac","raw_affiliation_strings":["Computer and Informatics Engineering Faculty, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Computer and Informatics Engineering Faculty, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003473859"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.1083,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48523535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9699000120162964,"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/T10862","display_name":"AI in cancer detection","score":0.9628000259399414,"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/selection","display_name":"Selection (genetic algorithm)","score":0.6711353063583374},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6314163208007812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6177425980567932},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.6137837767601013},{"id":"https://openalex.org/keywords/gene-selection","display_name":"Gene selection","score":0.58971107006073},{"id":"https://openalex.org/keywords/pancreatic-cancer","display_name":"Pancreatic cancer","score":0.5600789785385132},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.5086601376533508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4874251186847687},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4852871596813202},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46741983294487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45595836639404297},{"id":"https://openalex.org/keywords/microarray-databases","display_name":"Microarray databases","score":0.42907190322875977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42177531123161316},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.4137711524963379},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.33018723130226135},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.24241679906845093},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.161695659160614},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.13586950302124023},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09336516261100769}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6711353063583374},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6314163208007812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177425980567932},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.6137837767601013},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.58971107006073},{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.5600789785385132},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.5086601376533508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4874251186847687},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4852871596813202},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46741983294487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45595836639404297},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.42907190322875977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42177531123161316},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.4137711524963379},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.33018723130226135},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.24241679906845093},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.161695659160614},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.13586950302124023},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09336516261100769}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2017.7960251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2017.7960251","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/36306","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/36306","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W42754495","https://openalex.org/W827555469","https://openalex.org/W947671513","https://openalex.org/W1605532441","https://openalex.org/W1993528080","https://openalex.org/W1993782263","https://openalex.org/W1996667997","https://openalex.org/W2025018196","https://openalex.org/W2039442394","https://openalex.org/W2059022111","https://openalex.org/W2087347434","https://openalex.org/W2122795255","https://openalex.org/W2135046866","https://openalex.org/W2138485734","https://openalex.org/W2163891305","https://openalex.org/W2172073485","https://openalex.org/W2343662318","https://openalex.org/W2415834705","https://openalex.org/W2462520477","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W3034593013","https://openalex.org/W4285719527","https://openalex.org/W6601711653","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2943416042","https://openalex.org/W1544923801","https://openalex.org/W77579337","https://openalex.org/W2994424261","https://openalex.org/W2086336666","https://openalex.org/W2489437692","https://openalex.org/W76648095","https://openalex.org/W2065186132","https://openalex.org/W2269601188","https://openalex.org/W2005263238"],"abstract_inverted_index":{"Microarray":[0],"data":[1,15],"is":[2,17],"measured":[3],"with":[4],"numerous":[5],"features,":[6],"selection":[7,38,76],"of":[8,53,62,64,71,74],"the":[9,32,44,97],"most":[10,33],"important":[11],"genes":[12],"from":[13],"such":[14],"sets":[16],"an":[18],"essential":[19],"step":[20],"towards":[21],"maximizing":[22],"classification":[23,41,48,78,86],"accuracy.":[24],"Machine":[25],"learning":[26,80],"algorithms":[27,81,102],"have":[28,68,90],"proved":[29],"to":[30,84],"be":[31],"effective":[34],"choice":[35],"in":[36,82],"gene":[37],"and":[39,59,77,88],"cancer":[40,47,65],"research.":[42],"In":[43],"past,":[45],"human":[46],"was":[49],"basically":[50],"morphological,":[51],"introduction":[52],"microarray":[54],"technology":[55],"has":[56],"supported":[57],"simultaneous":[58],"efficient":[60],"analysis":[61],"thousands":[63],"genes.":[66,99],"We":[67],"applied":[69],"combinations":[70,103],"a":[72],"number":[73],"feature":[75],"machine":[79],"order":[83],"maximize":[85],"accuracy":[87],"we":[89],"carried":[91],"out":[92],"differential":[93],"expression":[94],"analyses":[95],"on":[96,111],"selected":[98],"Our":[100],"proposed":[101],"yield":[104],"better":[105],"performance":[106],"results":[107],"than":[108],"existing":[109],"literature":[110],"these":[112],"pancreatic":[113],"datasets.":[114]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}