{"id":"https://openalex.org/W3178486689","doi":"https://doi.org/10.1145/3456529.3456538","title":"Clustering of Functionally Related Genes Using Machine Learning Techniques","display_name":"Clustering of Functionally Related Genes Using Machine Learning Techniques","publication_year":2021,"publication_date":"2021-02-02","ids":{"openalex":"https://openalex.org/W3178486689","doi":"https://doi.org/10.1145/3456529.3456538","mag":"3178486689"},"language":"en","primary_location":{"id":"doi:10.1145/3456529.3456538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456529.3456538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 5th International Conference on Compute and Data Analysis","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/A5024309927","display_name":"Yujing Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujing Xue","raw_affiliation_strings":["Nankai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113039527","display_name":"Lang Cao","orcid":"https://orcid.org/0000-0003-0011-5724"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lang Cao","raw_affiliation_strings":["Wuhan University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06031058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"54","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9979000091552734,"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":0.9908000230789185,"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":0.868983268737793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6510787010192871},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5314663052558899},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5164323449134827},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48390111327171326},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4594346880912781},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4399903118610382},{"id":"https://openalex.org/keywords/dna-sequencing","display_name":"DNA sequencing","score":0.4225690960884094},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4108313024044037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4010244607925415},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39346444606781006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20479485392570496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1562482714653015},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08963483572006226},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08071967959403992}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.868983268737793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510787010192871},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5314663052558899},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5164323449134827},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48390111327171326},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4594346880912781},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4399903118610382},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.4225690960884094},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4108313024044037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4010244607925415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39346444606781006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20479485392570496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1562482714653015},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08963483572006226},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08071967959403992},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3456529.3456538","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456529.3456538","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 5th International Conference on Compute and Data Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.46000000834465027,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2106581202","https://openalex.org/W2158703410","https://openalex.org/W2180481128","https://openalex.org/W2407470822","https://openalex.org/W2542768043","https://openalex.org/W2555516405","https://openalex.org/W2581103010","https://openalex.org/W2615678548","https://openalex.org/W2911188335"],"related_works":["https://openalex.org/W4385270139","https://openalex.org/W3080491161","https://openalex.org/W2111119584","https://openalex.org/W3186815950","https://openalex.org/W2590034888","https://openalex.org/W4292621762","https://openalex.org/W3098102082","https://openalex.org/W2110877857","https://openalex.org/W2589483699","https://openalex.org/W2170450904"],"abstract_inverted_index":{"The":[0,78],"clustering":[1,58,120],"of":[2,17,35,59,71,127,132,146],"functionally":[3,60],"related":[4,61],"genes":[5,44,62],"has":[6],"been":[7],"an":[8,49],"important":[9],"task":[10],"for":[11],"biologists.":[12],"With":[13],"the":[14,29,41,57,67,104,125,128,143,147],"recent":[15],"progress":[16],"machine":[18,75],"learning":[19,76],"technology,":[20],"researchers":[21],"now":[22],"have":[23],"more":[24],"powerful":[25],"weapons":[26],"to":[27,45],"identify":[28,142],"structures":[30],"within":[31],"a":[32],"large":[33],"amount":[34],"DNA":[36,129,148],"sequencing":[37],"data.":[38,150],"That":[39],"allows":[40],"research":[42],"on":[43,66,89],"be":[46],"conducted":[47],"in":[48,124],"efficient":[50],"and":[51,63,69,103,135],"scalable":[52],"way.":[53],"This":[54],"paper":[55],"studies":[56],"their":[64],"impact":[65],"development":[68],"prognosis":[70],"lung":[72],"cancer":[73],"with":[74],"technologies.":[77],"patient":[79],"data":[80,131],"derived":[81],"from":[82],"218":[83],"patients":[84,96,108],"are":[85],"analyzed.":[86],"We":[87,115],"focus":[88],"two":[90],"extreme":[91],"cases,":[92],"one":[93],"case":[94,106],"includes":[95,107],"who":[97,109],"survived":[98,110],"less":[99],"than":[100,112],"1":[101],"year,":[102],"other":[105],"longer":[111],"5":[113],"years.":[114],"will":[116],"investigate":[117],"how":[118,136],"different":[119],"methods":[121,138],"can":[122,139],"assist":[123],"visualization":[126],"sequence":[130,149],"such":[133,137],"patients,":[134],"help":[140],"us":[141],"underlying":[144],"patterns":[145]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}