{"id":"https://openalex.org/W2156973581","doi":"https://doi.org/10.5281/zenodo.1079641","title":"Evaluation Of Clustering Based On Preprocessing In Gene Expression Data","display_name":"Evaluation Of Clustering Based On Preprocessing In Gene Expression Data","publication_year":2007,"publication_date":"2007-05-28","ids":{"openalex":"https://openalex.org/W2156973581","doi":"https://doi.org/10.5281/zenodo.1079641","mag":"2156973581"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:1079642","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1079642","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1079642","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100615887","display_name":"Seoyoung C. Kim","orcid":"https://orcid.org/0000-0002-2517-3579","observed_orcids":["https://orcid.org/0000-0002-2517-3579"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Seo Young","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061755175","display_name":"Toshimitsu Hamasaki","orcid":"https://orcid.org/0000-0002-4928-1160","observed_orcids":["https://orcid.org/0000-0002-4928-1160"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hamasaki, Toshimitsu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.15492883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":"5","first_page":"1356","last_page":"1361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":1.0,"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":1.0,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.00019999999494757503,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/gene-expression-clustering","display_name":"gene expression clustering","score":0.8560000061988831},{"id":"https://openalex.org/keywords/microarray-data","display_name":"microarray data","score":0.7960000038146973},{"id":"https://openalex.org/keywords/data-preprocessing","display_name":"data preprocessing","score":0.8849999904632568},{"id":"https://openalex.org/keywords/normalization","display_name":"normalization","score":0.9070000052452087},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.890999972820282},{"id":"https://openalex.org/keywords/gene-expression-analysis","display_name":"gene expression analysis","score":0.49000000953674316},{"id":"https://openalex.org/keywords/tumor-classification","display_name":"tumor classification","score":0.4729999899864197}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7550114393234253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5454614162445068},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5441684126853943},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.4962645173072815},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.46738186478614807},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4637288451194763},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45509976148605347},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.41822952032089233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3658597469329834},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3380677402019501},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3361690640449524},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2395937442779541},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.18040090799331665},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:zenodo.org:1079642","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1079642","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.1079641","doi":"https://doi.org/10.5281/zenodo.1079641","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1079641","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.1079642","doi":"https://doi.org/10.5281/zenodo.1079642","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1079642","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2156973581","doi":null,"is_oa":false,"landing_page_url":"https://publications.waset.org/12674/pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764493087","display_name":"World Academy of Science, Engineering and Technology, International Journal of Computer, Electrical, Automation, Control and Information Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310318413","host_organization_name":"World Academy of Science, Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310318413"],"host_organization_lineage_names":["World Academy of Science, Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"World Academy of Science, Engineering and Technology, International Journal of Computer, Electrical, Automation, Control and Information Engineering","raw_type":null}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1079642","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1079642","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W101836494","https://openalex.org/W1485108553","https://openalex.org/W1499700612","https://openalex.org/W1556472699","https://openalex.org/W1560256746","https://openalex.org/W1577782730","https://openalex.org/W1584512145","https://openalex.org/W1886306325","https://openalex.org/W1977556410","https://openalex.org/W2023971898","https://openalex.org/W2097413644","https://openalex.org/W2107318313","https://openalex.org/W2109363337","https://openalex.org/W2113076747","https://openalex.org/W2125836114","https://openalex.org/W2135364554","https://openalex.org/W2159578516","https://openalex.org/W2183765645","https://openalex.org/W2999729612","https://openalex.org/W3125904670"],"related_works":["https://openalex.org/W7097476227","https://openalex.org/W2605786708","https://openalex.org/W2150036465","https://openalex.org/W2105993799","https://openalex.org/W2016493165","https://openalex.org/W6910200799","https://openalex.org/W1528177290","https://openalex.org/W86060581","https://openalex.org/W2105389902","https://openalex.org/W2531205563"],"abstract_inverted_index":{"Microarrays":[0],"have":[1],"become":[2],"the":[3,45,54,71],"effective,":[4],"broadly":[5],"used":[6,114],"tools":[7],"in":[8,48,115],"biological":[9],"and":[10,25,34,42,69,103,123,127],"medical":[11],"research":[12],"to":[13],"address":[14],"a":[15],"wide":[16],"range":[17],"of":[18,22,44,56,73,83,92,125],"problems,":[19],"including":[20,81],"classification":[21],"disease":[23],"subtypes":[24],"tumors.":[26],"Many":[27],"statistical":[28],"methods":[29,76,95,110],"are":[30,112,119],"available":[31],"for":[32,99,129],"analyzing":[33,49],"systematizing":[35],"these":[36,93],"complex":[37],"data":[38,52,79,102,117],"into":[39],"meaningful":[40],"information,":[41],"one":[43],"main":[46],"goals":[47],"gene":[50,105],"expression":[51,62,106],"is":[53],"detection":[55],"samples":[57],"or":[58,85],"genes":[59],"with":[60,96],"similar":[61],"patterns.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67],"express":[68],"compare":[70],"performance":[72],"several":[74],"clustering":[75,94,109],"based":[77],"on":[78],"preprocessing":[80],"strategies":[82],"normalization":[84,122],"noise":[86,126],"clearness.":[87],"We":[88],"also":[89],"evaluate":[90],"each":[91],"validation":[97],"measures":[98],"both":[100],"simulated":[101],"real":[104],"data.":[107],"Consequently,":[108],"which":[111],"common":[113],"microarray":[116],"analysis":[118],"affected":[120],"by":[121],"degree":[124],"clearness":[128],"datasets.":[130]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2016-06-24T00:00:00"}
