{"id":"https://openalex.org/W3016122932","doi":"https://doi.org/10.1145/3378065.3378142","title":"GSE","display_name":"GSE","publication_year":2019,"publication_date":"2019-11-16","ids":{"openalex":"https://openalex.org/W3016122932","doi":"https://doi.org/10.1145/3378065.3378142","mag":"3016122932"},"language":"en","primary_location":{"id":"doi:10.1145/3378065.3378142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378065.3378142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 4th International Conference on Intelligent Information Processing","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/A5038388450","display_name":"Shugui Bu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shugui Bu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanning Normal University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanning Normal University, Nanning, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102319731","display_name":"Lilu Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I27462735","display_name":"Yulin Normal University","ror":"https://ror.org/00445hv47","country_code":"CN","type":"education","lineage":["https://openalex.org/I27462735"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lilu Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Yulin Normal University, Yulin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Yulin Normal University, Yulin, China","institution_ids":["https://openalex.org/I27462735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039092504","display_name":"Rongyuan Li","orcid":"https://orcid.org/0009-0003-1089-5303"},"institutions":[{"id":"https://openalex.org/I27462735","display_name":"Yulin Normal University","ror":"https://ror.org/00445hv47","country_code":"CN","type":"education","lineage":["https://openalex.org/I27462735"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyuan Li","raw_affiliation_strings":["School of Computer Science and Engineering, Yulin Normal University, Yulin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Yulin Normal University, Yulin, China","institution_ids":["https://openalex.org/I27462735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101547715","display_name":"Jianbo Lu","orcid":"https://orcid.org/0000-0003-1569-0262"},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Lu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanning Normal University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanning Normal University, Nanning, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050334773","display_name":"Xiaoshu Zhu","orcid":"https://orcid.org/0000-0002-7696-9112"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoshu Zhu","raw_affiliation_strings":["School of Computer and Information Engineering, Central south University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Central south University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038388450"],"corresponding_institution_ids":["https://openalex.org/I4210151929"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14829627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9980000257492065,"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":0.9980000257492065,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9923999905586243,"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":0.8852858543395996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7347359657287598},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5800140500068665},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5242617130279541},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49814748764038086},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4717465341091156},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4586832821369171},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4572254717350006},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4250194728374481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38363611698150635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32368361949920654}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8852858543395996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7347359657287598},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5800140500068665},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5242617130279541},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49814748764038086},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4717465341091156},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4586832821369171},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4572254717350006},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4250194728374481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38363611698150635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32368361949920654},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3378065.3378142","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378065.3378142","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 4th International Conference on Intelligent Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2033072655","https://openalex.org/W2068881679","https://openalex.org/W2109890799","https://openalex.org/W2120205807","https://openalex.org/W2131681506","https://openalex.org/W2181255501","https://openalex.org/W2302476265","https://openalex.org/W2460678386","https://openalex.org/W2522945402","https://openalex.org/W2900911708","https://openalex.org/W2911725280","https://openalex.org/W2953251392","https://openalex.org/W3100188304"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W4385270139","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865"],"abstract_inverted_index":{"RNA-seq":[0,53],"contains":[1],"rich":[2],"information":[3],"about":[4],"individual":[5],"even":[6],"single":[7],"cell,":[8],"implies":[9],"certain":[10],"biology":[11],"pattern":[12],"vary":[13],"in":[14,95,112],"special":[15],"time":[16],"or":[17,25],"space":[18],"two":[19],"dimensions,":[20,59],"e.g.":[21],"different":[22],"life":[23],"stage":[24],"environment.":[26],"Byusing":[27],"clustering":[28,71,78,101,106,114],"and":[29,37,45,49,63,117,122],"other":[30],"computing":[31],"methods,":[32,107],"we":[33,74],"can":[34,82,128],"efficient":[35,83],"analysis":[36],"decode":[38],"those":[39],"data":[40,54],"applying":[41],"to":[42,99],"cancer":[43],"diagnosis":[44],"treat,":[46],"biological":[47],"evolution":[48],"so":[50],"on.":[51],"However,":[52],"has":[55,110],"features":[56],"of":[57,88],"super-high":[58],"less":[60],"labeled":[61],"samples":[62],"strong":[64],"noise,":[65],"which":[66,81],"bring":[67],"large":[68],"challenges":[69],"for":[70],"analysis.":[72],"Therefore,":[73],"proposed":[75],"a":[76],"new":[77],"method":[79,109],"GSE,":[80],"enhance":[84],"the":[85],"signal-to-noise":[86],"ratio":[87],"input":[89],"similarity":[90],"matrix":[91],"using":[92],"diffusion":[93],"process":[94],"weighted":[96],"connection":[97],"network":[98],"improve":[100],"performance.":[102],"Comparing":[103],"with":[104],"latest":[105],"our":[108],"advantages":[111],"external":[113],"criterions":[115],"NMI":[116],"ARI":[118],"indicators.":[119],"Meanwhile":[120],"inadequacy":[121],"improved":[123],"idea":[124],"are":[125],"given.":[126],"Code":[127],"be":[129],"downloaded":[130],"from":[131],"Git-hub.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-04-17T00:00:00"}