{"id":"https://openalex.org/W2961565435","doi":"https://doi.org/10.1186/s12859-019-2985-0","title":"A novel collaborative filtering model for LncRNA-disease association prediction based on the Na\u00efve Bayesian classifier","display_name":"A novel collaborative filtering model for LncRNA-disease association prediction based on the Na\u00efve Bayesian classifier","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2961565435","doi":"https://doi.org/10.1186/s12859-019-2985-0","mag":"2961565435","pmid":"https://pubmed.ncbi.nlm.nih.gov/31315558"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-019-2985-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2985-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2985-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2985-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087785658","display_name":"Jingwen Yu","orcid":"https://orcid.org/0000-0002-7374-3185"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingwen Yu","raw_affiliation_strings":["College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049428529","display_name":"Zhanwei Xuan","orcid":null},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanwei Xuan","raw_affiliation_strings":["College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100723509","display_name":"Xiang Feng","orcid":"https://orcid.org/0000-0003-4602-5230"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Feng","raw_affiliation_strings":["College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China","institution_ids":["https://openalex.org/I198357462"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017426085","display_name":"Quan Zou","orcid":"https://orcid.org/0000-0001-6406-1142"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Zou","raw_affiliation_strings":["Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, People's Republic of China","School of Computer Science and Technology, Tianjin University, Tianjin, People's Republic of China","Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Computer Science and Technology, Tianjin University, Tianjin, People's Republic of China","institution_ids":[]},{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100710637","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-5065-8447"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]},{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China. wanglei@xtu.edu.cn","Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China. wanglei@xtu.edu.cn","Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5065-8447","affiliations":[{"raw_affiliation_string":"College of Computer Engineering & Applied Mathematics, Changsha University, Changsha, Hunan, People's Republic of China. wanglei@xtu.edu.cn","institution_ids":["https://openalex.org/I198357462","https://openalex.org/I16609230"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People's Republic of China. wanglei@xtu.edu.cn","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing & Information Processing, Xiangtan University, XiangTan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4610292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087785658"],"corresponding_institution_ids":["https://openalex.org/I198357462","https://openalex.org/I4610292"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.9432,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.95269297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"1","first_page":"396","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9000999927520752,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9000999927520752,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.009999999776482582,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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":0.009800000116229057,"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/computer-science","display_name":"Computer science","score":0.6778495907783508},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6210638284683228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6104505062103271},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5650678873062134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.550664484500885},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4610663056373596},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.45863473415374756},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4490601718425751},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.41925618052482605},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3814609944820404},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.20728760957717896},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11701434850692749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778495907783508},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6210638284683228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6104505062103271},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5650678873062134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550664484500885},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4610663056373596},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.45863473415374756},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4490601718425751},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.41925618052482605},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3814609944820404},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.20728760957717896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11701434850692749},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004194","descriptor_name":"Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D013274","descriptor_name":"Stomach Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D035683","descriptor_name":"MicroRNAs","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D062085","descriptor_name":"RNA, Long Noncoding","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-019-2985-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2985-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2985-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:31315558","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31315558","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:5908efe583784b80b143b1506ae35a6a","is_oa":true,"landing_page_url":"https://doaj.org/article/5908efe583784b80b143b1506ae35a6a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 20, Iss 1, Pp 1-13 (2019)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6637631","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6637631","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":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-019-2985-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-019-2985-0","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2985-0","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4699999988079071,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1653967049","display_name":null,"funder_award_id":"2017JJ5036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3107359239","display_name":null,"funder_award_id":"61873221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4176946169","display_name":null,"funder_award_id":"No.61672447","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4652393474","display_name":"\u79fb\u52a8\u7269\u8054\u7f51\u4e2d\u57fa\u4e8e\u5bf9\u79f0\u5bc6\u94a5\u673a\u5236\u7684\u53ef\u9a8c\u8bc1\u9690\u79c1\u4fdd\u62a4\u6280\u672f\u7814\u7a76","funder_award_id":"61672447","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5759833826","display_name":null,"funder_award_id":"No. 2018TP1036","funder_id":"https://openalex.org/F4320321471","funder_display_name":"Hunan Provincial Science and Technology Department"},{"id":"https://openalex.org/G6079895527","display_name":null,"funder_award_id":"No. 2018JJ4058, No. 2017JJ5036","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G636293411","display_name":null,"funder_award_id":"2018JJ4058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G734131597","display_name":null,"funder_award_id":"No. 61873221, No. 61672447","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"},{"id":"https://openalex.org/F4320321471","display_name":"Hunan Provincial Science and Technology Department","ror":"https://ror.org/04qgr7x96"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2961565435.pdf","grobid_xml":"https://content.openalex.org/works/W2961565435.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1158178075","https://openalex.org/W1552793640","https://openalex.org/W1672593755","https://openalex.org/W1975847255","https://openalex.org/W1986705163","https://openalex.org/W2000308636","https://openalex.org/W2007444087","https://openalex.org/W2008491586","https://openalex.org/W2039688703","https://openalex.org/W2064835029","https://openalex.org/W2081506511","https://openalex.org/W2117977572","https://openalex.org/W2130313087","https://openalex.org/W2141222510","https://openalex.org/W2147297736","https://openalex.org/W2151335185","https://openalex.org/W2152970345","https://openalex.org/W2158135353","https://openalex.org/W2259538443","https://openalex.org/W2293049688","https://openalex.org/W2300010382","https://openalex.org/W2337895156","https://openalex.org/W2408796111","https://openalex.org/W2462108616","https://openalex.org/W2473876819","https://openalex.org/W2501375845","https://openalex.org/W2516934006","https://openalex.org/W2520931866","https://openalex.org/W2602185627","https://openalex.org/W2605717729","https://openalex.org/W2611747160","https://openalex.org/W2765372324","https://openalex.org/W2767129407","https://openalex.org/W2772618228","https://openalex.org/W2780777007","https://openalex.org/W2780779540","https://openalex.org/W2781702232","https://openalex.org/W2790385355","https://openalex.org/W2799307902","https://openalex.org/W2801501532","https://openalex.org/W2802616725","https://openalex.org/W2880850155","https://openalex.org/W2891866117","https://openalex.org/W2974517543","https://openalex.org/W2990824873","https://openalex.org/W3216595727","https://openalex.org/W4211066405","https://openalex.org/W4211125189"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W816105089","https://openalex.org/W2726838704","https://openalex.org/W4220802396","https://openalex.org/W2393473353","https://openalex.org/W2373790322","https://openalex.org/W2171665309","https://openalex.org/W912456583","https://openalex.org/W2048917867"],"abstract_inverted_index":{"BACKGROUND:":[0],"Since":[1],"the":[2,31,109,115,122,131,151,154,160,163,205,229,244,258],"number":[3],"of":[4,147,153,162,202,221,233],"known":[5,89,189],"lncRNA-disease":[6,52,68,95,182],"associations":[7,69,93,140,183],"verified":[8],"by":[9,87],"biological":[10,34],"experiments":[11,35],"is":[12,42,70,84,104,135,211],"quite":[13],"limited,":[14],"it":[15,41],"has":[16],"been":[17],"a":[18,58,126,199],"challenging":[19],"task":[20],"to":[21,44,49,137,179,239,243,254],"uncover":[22],"human":[23],"disease-related":[24],"lncRNAs":[25,142],"in":[26,150,204,257],"recent":[27],"years.":[28],"Moreover,":[29,218],"considering":[30],"fact":[32],"that":[33,174,195],"are":[36],"very":[37],"expensive":[38],"and":[39,94,97,143,159,168,225],"time-consuming,":[40],"important":[43],"develop":[45],"efficient":[46],"computational":[47],"models":[48],"discover":[50],"potential":[51,67,139,181],"associations.":[53,191],"RESULTS:":[54],"In":[55,77],"this":[56],"manuscript,":[57],"novel":[59,127],"Collaborative":[60],"Filtering":[61],"model":[62],"called":[63],"CFNBC":[64,148,175,196,234,248],"for":[65],"inferring":[66],"proposed":[71,136],"based":[72,120,129],"on":[73,114,121,130,188],"Na\u00efve":[74,132,169],"Bayesian":[75,133,170],"Classifier.":[76],"CFNBC,":[78],"an":[79,99,251],"original":[80,116],"lncRNA-miRNA-disease":[81,101,156],"tripartite":[82,102,117,124,157],"network":[83,103,158],"constructed":[85,106],"first":[86],"integrating":[88],"miRNA-lncRNA":[90],"associations,":[91,96],"miRNA-disease":[92,190],"then,":[98],"updated":[100,123,155],"further":[105],"through":[107],"applying":[108],"item-based":[110,164],"collaborative":[111,165],"filtering":[112,166],"algorithm":[113,167],"network.":[118],"Finally,":[119],"network,":[125],"approach":[128],"Classifier":[134],"predict":[138,180],"between":[141],"diseases.":[144],"The":[145],"novelty":[146],"lies":[149],"construction":[152],"introduction":[161],"Classifier,":[171],"which":[172,210],"guarantee":[173],"can":[176,197],"be":[177,250],"applied":[178],"efficiently":[184],"without":[185],"entirely":[186],"relying":[187],"Simulation":[192],"results":[193],"show":[194],"achieve":[198],"reliable":[200],"AUC":[201],"0.8576":[203],"Leave-One-Out":[206],"Cross":[207],"Validation":[208],"(LOOCV),":[209],"considerably":[212],"better":[213],"than":[214],"previous":[215],"state-of-the-art":[216],"results.":[217],"case":[219],"studies":[220],"glioma,":[222],"colorectal":[223],"cancer":[224,227],"gastric":[226],"demonstrate":[228],"excellent":[230,252],"prediction":[231,246],"performance":[232],"as":[235],"well.":[236],"CONCLUSIONS:":[237],"According":[238],"simulation":[240],"results,":[241],"due":[242],"satisfactory":[245],"performance,":[247],"may":[249],"addition":[253],"biomedical":[255],"researches":[256],"future.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}