{"id":"https://openalex.org/W3003283704","doi":"https://doi.org/10.1109/ieem44572.2019.8978949","title":"Investigating a Breast Cancer Gene Expression Data Using a Novel Clustering Approach","display_name":"Investigating a Breast Cancer Gene Expression Data Using a Novel Clustering Approach","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3003283704","doi":"https://doi.org/10.1109/ieem44572.2019.8978949","mag":"3003283704"},"language":"en","primary_location":{"id":"doi:10.1109/ieem44572.2019.8978949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem44572.2019.8978949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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/A5028508451","display_name":"Leila Moslemi Naeni","orcid":"https://orcid.org/0000-0002-2577-3611"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"L. M. Naeni","raw_affiliation_strings":["School of Built Environment, University of Technology,Sydney,NSW,Australia,2007","School of Built Environment, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Built Environment, University of Technology,Sydney,NSW,Australia,2007","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Built Environment, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089099759","display_name":"Amir Salehipour","orcid":"https://orcid.org/0000-0003-4866-1396"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Salehipour","raw_affiliation_strings":["School of Mathematical and Physical Science, University of Technology,Sydney,NSW,Australia,2007","School of Mathematical and Physical Science, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematical and Physical Science, University of Technology,Sydney,NSW,Australia,2007","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Mathematical and Physical Science, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028508451"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13659586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1038","last_page":"1042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9498999714851379,"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/breast-cancer","display_name":"Breast cancer","score":0.9065147638320923},{"id":"https://openalex.org/keywords/subtyping","display_name":"Subtyping","score":0.8157517910003662},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6180641055107117},{"id":"https://openalex.org/keywords/gene-expression-profiling","display_name":"Gene expression profiling","score":0.4944283962249756},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.43304044008255005},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4219190776348114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39164063334465027},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.37680092453956604},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.34308701753616333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3379663825035095},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3205637037754059},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3083029091358185},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3079245686531067},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.3054480254650116},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2670346796512604},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2211015820503235},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21810972690582275},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.06607043743133545}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.9065147638320923},{"id":"https://openalex.org/C83852419","wikidata":"https://www.wikidata.org/wiki/Q2713292","display_name":"Subtyping","level":2,"score":0.8157517910003662},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6180641055107117},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.4944283962249756},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.43304044008255005},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4219190776348114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39164063334465027},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.37680092453956604},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.34308701753616333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3379663825035095},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3205637037754059},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3083029091358185},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3079245686531067},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3054480254650116},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2670346796512604},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2211015820503235},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21810972690582275},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.06607043743133545},{"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:10.1109/ieem44572.2019.8978949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieem44572.2019.8978949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W840861454","https://openalex.org/W1844991384","https://openalex.org/W1971421925","https://openalex.org/W1990371044","https://openalex.org/W1992419399","https://openalex.org/W2005895632","https://openalex.org/W2032095601","https://openalex.org/W2033403400","https://openalex.org/W2075900721","https://openalex.org/W2097255042","https://openalex.org/W2103704311","https://openalex.org/W2127048411","https://openalex.org/W2131994307","https://openalex.org/W2132619562","https://openalex.org/W2141585940","https://openalex.org/W2145238404","https://openalex.org/W2146950091","https://openalex.org/W2511919813","https://openalex.org/W2779312821","https://openalex.org/W4244030505"],"related_works":["https://openalex.org/W2052655934","https://openalex.org/W104645380","https://openalex.org/W2027213253","https://openalex.org/W2023641020","https://openalex.org/W2017047508","https://openalex.org/W2165201120","https://openalex.org/W2188530857","https://openalex.org/W2041199873","https://openalex.org/W1971081588","https://openalex.org/W1964194222"],"abstract_inverted_index":{"Historically,":[0],"breast":[1,28,58,83,99,144,155,165,174],"cancer":[2,16,59,84,100,145,166,175],"has":[3],"been":[4,46],"perceived":[5],"as":[6,113],"a":[7,54,92,114,118],"disease":[8,22],"with":[9,147,172],"varying":[10],"histological":[11],"and":[12,24,35,116,140],"clinical":[13,68],"features.":[14],"Breast":[15],"tumor":[17],"classification":[18,56],"is":[19,88],"important":[20],"in":[21,48,60],"prognosis":[23],"prediction":[25],"because":[26],"different":[27,33,37,152],"tumors":[29],"respond":[30],"differently":[31],"to":[32,52,96,122,135],"treatments":[34],"have":[36,44],"survival":[38],"rates.":[39],"Gene":[40],"expression":[41,86,111],"profiling":[42],"studies":[43],"increasingly":[45],"motivated":[47],"the":[49,66,80,98,109,137,159,162],"past":[50],"decades":[51],"develop":[53],"good":[55],"of":[57,79,143,154,161],"molecular":[61],"subtypes,":[62,167],"which":[63],"can":[64],"improve":[65],"standard":[67],"assessments":[69],"by":[70,90],"providing":[71],"extra":[72],"prognostic":[73],"information.":[74],"In":[75],"this":[76],"research,":[77],"one":[78],"most":[81],"comprehensive":[82],"gene":[85,110],"datasets":[87],"analyzed":[89],"applying":[91],"novel":[93,103],"clustering":[94,105],"approach":[95,106],"predict":[97],"subtypes.":[101],"The":[102],"unsupervised":[104],"initially":[107],"model":[108],"data":[112],"network":[115,124],"employ":[117],"community":[119],"detection":[120],"method":[121,127],"identify":[123,141],"clusters.":[125],"This":[126],"utilizes":[128],"an":[129],"efficient":[130],"problem":[131],"specific":[132],"metaheuristic":[133],"algorithm":[134],"optimize":[136],"modularity":[138],"value":[139],"clusters":[142],"samples":[146],"similar":[148],"characteristics":[149],"that":[150],"presents":[151],"subtypes":[153],"cancer.":[156],"To":[157],"assess":[158],"significant":[160],"newly":[163],"defined":[164],"we":[168],"compared":[169],"our":[170],"findings":[171],"three":[173],"subtyping":[176],"methods.":[177]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}