{"id":"https://openalex.org/W2074073333","doi":"https://doi.org/10.1080/03610910701724037","title":"A Method of Finding Predictor Genes for a Particular Disease Using a Clustering Algorithm","display_name":"A Method of Finding Predictor Genes for a Particular Disease Using a Clustering Algorithm","publication_year":2007,"publication_date":"2007-12-31","ids":{"openalex":"https://openalex.org/W2074073333","doi":"https://doi.org/10.1080/03610910701724037","mag":"2074073333"},"language":"en","primary_location":{"id":"doi:10.1080/03610910701724037","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610910701724037","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","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/A5103486751","display_name":"Angshuman Sarkar","orcid":null},"institutions":[{"id":"https://openalex.org/I130291710","display_name":"Visva-Bharati University","ror":"https://ror.org/02y28sc20","country_code":"IN","type":"education","lineage":["https://openalex.org/I130291710"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Angshuman Sarkar","raw_affiliation_strings":["Department of Statistics , Visva-Bharati University , India"],"affiliations":[{"raw_affiliation_string":"Department of Statistics , Visva-Bharati University , India","institution_ids":["https://openalex.org/I130291710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054990105","display_name":"Arindom Chakraborty","orcid":"https://orcid.org/0000-0003-0741-8955"},"institutions":[{"id":"https://openalex.org/I130291710","display_name":"Visva-Bharati University","ror":"https://ror.org/02y28sc20","country_code":"IN","type":"education","lineage":["https://openalex.org/I130291710"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arindom Chakraborty","raw_affiliation_strings":["Department of Statistics , Visva-Bharati University , India"],"affiliations":[{"raw_affiliation_string":"Department of Statistics , Visva-Bharati University , India","institution_ids":["https://openalex.org/I130291710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041231233","display_name":"Anamika Chaudhuri","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anamika Chaudhuri","raw_affiliation_strings":["Department of Biostatistics , Boston University, School of Public Health , Boston, Massachusetts, USA","Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA;"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics , Boston University, School of Public Health , Boston, Massachusetts, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA;","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054990105"],"corresponding_institution_ids":["https://openalex.org/I130291710"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10894205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"37","issue":"1","first_page":"203","last_page":"211"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9934999942779541,"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":0.9697999954223633,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8714593648910522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6460112929344177},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.6234747171401978},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.5876669883728027},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5382907390594482},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.534345805644989},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5134742856025696},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5046128034591675},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49200984835624695},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43132826685905457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34048134088516235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3085726499557495}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8714593648910522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6460112929344177},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.6234747171401978},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.5876669883728027},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5382907390594482},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.534345805644989},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5134742856025696},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5046128034591675},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49200984835624695},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43132826685905457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34048134088516235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3085726499557495},{"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:10.1080/03610910701724037","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03610910701724037","pdf_url":null,"source":{"id":"https://openalex.org/S153329750","display_name":"Communications in Statistics - Simulation and Computation","issn_l":"0361-0918","issn":["0361-0918","1532-4141"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Statistics - Simulation and Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1652529314","https://openalex.org/W1966701961","https://openalex.org/W1995017987","https://openalex.org/W2014545696","https://openalex.org/W2034132675","https://openalex.org/W2038437697","https://openalex.org/W2040482262","https://openalex.org/W2109363337","https://openalex.org/W2123838014","https://openalex.org/W2127218421","https://openalex.org/W2135000328","https://openalex.org/W2135187880","https://openalex.org/W2146614932","https://openalex.org/W2150926065","https://openalex.org/W3016005719","https://openalex.org/W4249966633"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W3144143113","https://openalex.org/W4306940721","https://openalex.org/W3120229345","https://openalex.org/W3022637481","https://openalex.org/W2160785859","https://openalex.org/W2892323093","https://openalex.org/W4301002638","https://openalex.org/W2491448268","https://openalex.org/W2374506950"],"abstract_inverted_index":{"Clustering":[0],"Algorithms":[1],"are":[2,36,89],"nowadays":[3],"really":[4],"important":[5],"tools":[6],"in":[7,17,38,65],"microarray":[8],"data":[9,75],"analysis.":[10],"The":[11],"different":[12],"clustering":[13,46],"algorithm":[14,47,60,79],"generally":[15],"used":[16,83],"biological":[18],"science":[19],"does":[20],"not":[21],"take":[22],"into":[23],"consideration":[24],"the":[25,30,58,86],"underlying":[26],"probability":[27],"distribution":[28],"of":[29],"data.":[31],"In":[32,40],"this":[33,41,78],"sense,":[34],"they":[35],"heuristic":[37],"nature.":[39],"work":[42],"we":[43],"proposed":[44],"a":[45,73,92],"based":[48],"on":[49,72],"EM":[50],"Algorithm.":[51],"It":[52],"gives":[53],"28%":[54],"less":[55],"misclassification":[56],"than":[57],"K-means":[59],"(which":[61],"is":[62],"mostly":[63],"use":[64],"Bio":[66],"science).":[67],"We":[68],"have":[69],"also":[70],"shown":[71],"real":[74],"set":[76],"that":[77],"can":[80],"be":[81],"efficiently":[82],"for":[84,91],"detecting":[85],"genes":[87],"which":[88],"responsible":[90],"particular":[93],"disease.":[94]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
