{"id":"https://openalex.org/W4410720275","doi":"https://doi.org/10.1093/bib/bbaf193","title":"Multi-view clustering for single-cell RNA-seq data based on graph fusion","display_name":"Multi-view clustering for single-cell RNA-seq data based on graph fusion","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4410720275","doi":"https://doi.org/10.1093/bib/bbaf193","pmid":"https://pubmed.ncbi.nlm.nih.gov/40413869"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf193","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf193","pdf_url":"https://academic.oup.com/bib/article-pdf/26/3/bbaf193/63349577/bbaf193.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bib/article-pdf/26/3/bbaf193/63349577/bbaf193.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084369069","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0002-1345-1092"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":"https://orcid.org/0000-0002-1345-1092","affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065943710","display_name":"Junfeng Xia","orcid":"https://orcid.org/0000-0003-3024-1705"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Xia","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":"https://orcid.org/0000-0003-3024-1705","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055373332","display_name":"Dayu Tan","orcid":"https://orcid.org/0000-0002-3960-8852"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dayu Tan","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":"https://orcid.org/0000-0002-3960-8852","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109987483","display_name":"Yunjie Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjie Ma","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071754273","display_name":"Yansen Su","orcid":"https://orcid.org/0000-0002-3855-7133"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yansen Su","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":"https://orcid.org/0000-0002-3855-7133","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111554252","display_name":"Chun-Hou Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun-Hou Zheng","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University , 111 Jiulong Road, Hefei, 230601, Anhui ,","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":0.576,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66277419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"26","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998000264167786,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998000264167786,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9943000078201294,"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":0.977400004863739,"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":0.7702242136001587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6601584553718567},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5172803401947021},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5112130641937256},{"id":"https://openalex.org/keywords/laplacian-matrix","display_name":"Laplacian matrix","score":0.48160406947135925},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4805627167224884},{"id":"https://openalex.org/keywords/diffusion-map","display_name":"Diffusion map","score":0.42376911640167236},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.4175945520401001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40007302165031433},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.3894948363304138},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.3587592840194702},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3547637462615967},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.2546963095664978},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19852477312088013}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7702242136001587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6601584553718567},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5172803401947021},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5112130641937256},{"id":"https://openalex.org/C115178988","wikidata":"https://www.wikidata.org/wiki/Q772067","display_name":"Laplacian matrix","level":3,"score":0.48160406947135925},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4805627167224884},{"id":"https://openalex.org/C55128770","wikidata":"https://www.wikidata.org/wiki/Q5275440","display_name":"Diffusion map","level":4,"score":0.42376911640167236},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.4175945520401001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40007302165031433},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.3894948363304138},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.3587592840194702},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3547637462615967},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.2546963095664978},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19852477312088013}],"mesh":[{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000092386","descriptor_name":"Single-Cell Gene Expression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020869","descriptor_name":"Gene Expression Profiling","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059467","descriptor_name":"Transcriptome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059467","descriptor_name":"Transcriptome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059467","descriptor_name":"Transcriptome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf193","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf193","pdf_url":"https://academic.oup.com/bib/article-pdf/26/3/bbaf193/63349577/bbaf193.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40413869","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40413869","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12103903","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12103903","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf193","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf193","pdf_url":"https://academic.oup.com/bib/article-pdf/26/3/bbaf193/63349577/bbaf193.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2460525815","display_name":null,"funder_award_id":"62433001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6028540834","display_name":null,"funder_award_id":"62402002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6202416540","display_name":null,"funder_award_id":"62303014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410720275.pdf","grobid_xml":"https://content.openalex.org/works/W4410720275.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1552434751","https://openalex.org/W1975172027","https://openalex.org/W1987219048","https://openalex.org/W2033072655","https://openalex.org/W2069089843","https://openalex.org/W2128728535","https://openalex.org/W2165874743","https://openalex.org/W2373831850","https://openalex.org/W2494834885","https://openalex.org/W2523419694","https://openalex.org/W2523620612","https://openalex.org/W2526262591","https://openalex.org/W2559588208","https://openalex.org/W2562003322","https://openalex.org/W2598326928","https://openalex.org/W2601723752","https://openalex.org/W2616922646","https://openalex.org/W2748391982","https://openalex.org/W2771542157","https://openalex.org/W2773462233","https://openalex.org/W2889326414","https://openalex.org/W2894687190","https://openalex.org/W2898541610","https://openalex.org/W2907783748","https://openalex.org/W2921065608","https://openalex.org/W2931036699","https://openalex.org/W2936414047","https://openalex.org/W2977253392","https://openalex.org/W3016360824","https://openalex.org/W3022825011","https://openalex.org/W3138479716","https://openalex.org/W3157421890","https://openalex.org/W3175272474","https://openalex.org/W3202393418","https://openalex.org/W4205281625","https://openalex.org/W4206581595","https://openalex.org/W4221125917","https://openalex.org/W4224299383","https://openalex.org/W4225343266","https://openalex.org/W4231986352","https://openalex.org/W4235169531","https://openalex.org/W4315490524","https://openalex.org/W4361003854","https://openalex.org/W4367312557","https://openalex.org/W4385338491","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W2385810342","https://openalex.org/W2362377451","https://openalex.org/W2375574759","https://openalex.org/W4292215093","https://openalex.org/W4313592108","https://openalex.org/W2153105632","https://openalex.org/W2009510712","https://openalex.org/W2962824627","https://openalex.org/W1991207049","https://openalex.org/W3104135789"],"abstract_inverted_index":{"Single-cell":[0],"RNA":[1],"sequencing":[2],"(scRNA-seq)":[3],"provides":[4],"transcriptome":[5],"profiling":[6],"of":[7,14,27,37,45,121,154,157,193,200,225],"individual":[8,174],"cells,":[9],"allowing":[10],"for":[11,99,231],"in-depth":[12],"studies":[13],"cell":[15,18,21,101],"heterogeneity":[16],"at":[17],"resolution.":[19],"While":[20],"clustering":[22,47,69,180,213,223],"lays":[23],"the":[24,31,38,58,85,122,140,146,152,173,186,190,194,222],"basic":[25],"foundation":[26,230],"scRNA-seq":[28],"data":[29,39,60,78,82,203],"analysis,":[30],"high-dimensionality":[32],"and":[33,87,111,118,163,171,215],"frequent":[34],"dropout":[35],"events":[36],"raise":[40],"great":[41],"challenges.":[42],"Although":[43],"plenty":[44],"dedicated":[46],"methods":[48,107,211],"have":[49],"been":[50],"proposed,":[51],"they":[52],"often":[53],"fail":[54],"to":[55,83,114,131],"fully":[56],"explore":[57],"underlying":[59],"structure.":[61],"Here,":[62],"we":[63],"introduce":[64],"scMCGF,":[65],"a":[66,95,127,165,228],"new":[67],"multi-view":[68,77,147],"algorithm":[70],"based":[71],"on":[72,189],"graph":[73,97,167,176,196],"fusion.":[74],"It":[75],"utilizes":[76,105],"generated":[79],"from":[80],"transcriptomic":[81],"learn":[84],"consistent":[86],"complementary":[88],"information":[89],"across":[90],"different":[91],"view,":[92],"ultimately":[93],"constructing":[94],"unified":[96,166,195],"matrix":[98,130,168,192],"robust":[100],"clustering.":[102],"Specifically,":[103],"scMCGF":[104,149,207,226],"two-dimensional-reduction":[106],"(principal":[108],"component":[109],"analysis":[110,219],"diffusion":[112],"maps)":[113],"capture":[115],"both":[116],"linear":[117],"non-linear":[119],"characteristics":[120],"data.":[123,148],"Additionally,":[124],"it":[125],"calculates":[126],"cell-pathway":[128],"score":[129],"incorporate":[132],"pathway-level":[133],"information.":[134],"These":[135],"three":[136],"features,":[137],"along":[138],"with":[139],"pre-processed":[141],"gene":[142],"expression":[143],"data,":[144],"form":[145],"iteratively":[150],"refines":[151],"structure":[153],"similarity":[155,175],"graphs":[156],"each":[158],"view":[159],"through":[160],"adaptive":[161],"learning":[162],"learns":[164],"by":[169,184],"weighting":[170],"fusing":[172],"matrix.":[177,197],"The":[178],"final":[179],"results":[181,199,224],"are":[182],"obtained":[183],"applying":[185],"rank":[187],"constraint":[188],"Laplacian":[191],"Experiments":[198],"13":[201],"real":[202],"sets":[204],"reveal":[205],"that":[206,221],"outperforms":[208],"eight":[209],"state-of-the-art":[210],"in":[212],"accuracy":[214],"robustness.":[216],"Furthermore,":[217],"biological":[218],"validates":[220],"provide":[227],"reliable":[229],"downstream":[232],"investigations.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
