{"id":"https://openalex.org/W2103874637","doi":"https://doi.org/10.1093/bib/bbu042","title":"Discriminative pattern mining and its applications in bioinformatics","display_name":"Discriminative pattern mining and its applications in bioinformatics","publication_year":2014,"publication_date":"2014-11-28","ids":{"openalex":"https://openalex.org/W2103874637","doi":"https://doi.org/10.1093/bib/bbu042","mag":"2103874637","pmid":"https://pubmed.ncbi.nlm.nih.gov/25433466"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbu042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu042","pdf_url":"https://academic.oup.com/bib/article-pdf/16/5/884/5025810/bbu042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"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":null,"license_id":null,"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":"bronze","oa_url":"https://academic.oup.com/bib/article-pdf/16/5/884/5025810/bbu042.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112401099","display_name":"Xiaoqing Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaoqing Liu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011120737","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0002-2693-7112"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054079625","display_name":"Feiyang Gu","orcid":"https://orcid.org/0000-0001-6581-5938"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feiyang Gu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440215","display_name":"Jie Wang","orcid":"https://orcid.org/0009-0005-7117-8580"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5009588567","display_name":"Zengyou He","orcid":"https://orcid.org/0000-0001-9526-8816"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyou He","raw_affiliation_strings":["Dalian Univ of Tech"],"affiliations":[{"raw_affiliation_string":"Dalian Univ of Tech","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112401099"],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":null,"fwci":9.8165,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97743292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"5","first_page":"884","last_page":"900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9848999977111816,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9751999974250793,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.9629994034767151},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7119997143745422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6911776065826416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5712595582008362},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5431255102157593},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5353783369064331},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4763253629207611},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.47520503401756287},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47053584456443787},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46293988823890686},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12670177221298218},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07946544885635376}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9629994034767151},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7119997143745422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6911776065826416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5712595582008362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5431255102157593},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5353783369064331},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4763253629207611},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.47520503401756287},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47053584456443787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46293988823890686},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12670177221298218},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07946544885635376},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1093/bib/bbu042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu042","pdf_url":"https://academic.oup.com/bib/article-pdf/16/5/884/5025810/bbu042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:25433466","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25433466","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:CiteSeerX.psu:10.1.1.715.6222","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.715.6222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://gs1.dlut.edu.cn/newVersion/Files/dsxx/2137.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.909.4699","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.909.4699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bib.oxfordjournals.org/content/16/5/884.full.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.910.2378","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.910.2378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bib.oxfordjournals.org/content/early/2014/11/28/bib.bbu042.full.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbu042","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbu042","pdf_url":"https://academic.oup.com/bib/article-pdf/16/5/884/5025810/bbu042.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2103874637.pdf","grobid_xml":"https://content.openalex.org/works/W2103874637.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W72000114","https://openalex.org/W119778216","https://openalex.org/W178392936","https://openalex.org/W314658084","https://openalex.org/W1483730712","https://openalex.org/W1484413656","https://openalex.org/W1484732323","https://openalex.org/W1497474600","https://openalex.org/W1536950352","https://openalex.org/W1544450402","https://openalex.org/W1546338409","https://openalex.org/W1549565124","https://openalex.org/W1557065471","https://openalex.org/W1564483404","https://openalex.org/W1565377632","https://openalex.org/W1577669804","https://openalex.org/W1585743408","https://openalex.org/W1594541780","https://openalex.org/W1594855174","https://openalex.org/W1623342295","https://openalex.org/W1641749581","https://openalex.org/W1689258902","https://openalex.org/W1798570018","https://openalex.org/W1848866101","https://openalex.org/W1854866626","https://openalex.org/W1880486983","https://openalex.org/W1966183754","https://openalex.org/W1970378044","https://openalex.org/W1970741763","https://openalex.org/W1975067558","https://openalex.org/W1979462644","https://openalex.org/W1984122736","https://openalex.org/W1988599715","https://openalex.org/W1990639139","https://openalex.org/W1992119405","https://openalex.org/W1995199924","https://openalex.org/W1997987397","https://openalex.org/W1999790144","https://openalex.org/W2000042427","https://openalex.org/W2011101028","https://openalex.org/W2014579930","https://openalex.org/W2022465375","https://openalex.org/W2029817244","https://openalex.org/W2035196341","https://openalex.org/W2038557382","https://openalex.org/W2038812321","https://openalex.org/W2041170649","https://openalex.org/W2044425052","https://openalex.org/W2055400097","https://openalex.org/W2056104146","https://openalex.org/W2057559260","https://openalex.org/W2058704078","https://openalex.org/W2061015052","https://openalex.org/W2064853889","https://openalex.org/W2065725424","https://openalex.org/W2066669827","https://openalex.org/W2092209977","https://openalex.org/W2094170482","https://openalex.org/W2097167306","https://openalex.org/W2101896525","https://openalex.org/W2104017387","https://openalex.org/W2104674866","https://openalex.org/W2104682909","https://openalex.org/W2105260718","https://openalex.org/W2107005225","https://openalex.org/W2108728387","https://openalex.org/W2108923196","https://openalex.org/W2109363337","https://openalex.org/W2111254498","https://openalex.org/W2113280421","https://openalex.org/W2113340410","https://openalex.org/W2114405789","https://openalex.org/W2114954827","https://openalex.org/W2115382361","https://openalex.org/W2116396873","https://openalex.org/W2117169652","https://openalex.org/W2123865363","https://openalex.org/W2126558916","https://openalex.org/W2129106502","https://openalex.org/W2129490689","https://openalex.org/W2129961269","https://openalex.org/W2132452100","https://openalex.org/W2134017897","https://openalex.org/W2136000097","https://openalex.org/W2140392387","https://openalex.org/W2149491227","https://openalex.org/W2151280208","https://openalex.org/W2151423383","https://openalex.org/W2154553070","https://openalex.org/W2154572047","https://openalex.org/W2154642793","https://openalex.org/W2154921200","https://openalex.org/W2156821882","https://openalex.org/W2157192195","https://openalex.org/W2159123127","https://openalex.org/W2167681385","https://openalex.org/W2167827705","https://openalex.org/W2171666258","https://openalex.org/W3023157450","https://openalex.org/W4234760406","https://openalex.org/W4235234743","https://openalex.org/W4252115301","https://openalex.org/W4252403066","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W2773500201","https://openalex.org/W2061273563","https://openalex.org/W2285052147","https://openalex.org/W4287995534","https://openalex.org/W2743258233","https://openalex.org/W2998168123","https://openalex.org/W1972656095","https://openalex.org/W2970216048"],"abstract_inverted_index":{"Discriminative":[0,72],"pattern":[1,73,100,112],"mining":[2,74,113],"is":[3,16],"one":[4],"of":[5,22,39,62,110,138],"the":[6,115,127,131],"most":[7],"important":[8],"techniques":[9,75],"in":[10,29,55,81,88],"data":[11,30,57,83],"mining.":[12],"This":[13],"challenging":[14],"task":[15],"concerned":[17],"with":[18,26,32],"finding":[19,51],"a":[20,135],"set":[21],"patterns":[23,37,54],"that":[24],"occur":[25],"disproportionate":[27],"frequency":[28],"sets":[31],"various":[33],"class":[34],"labels.":[35],"Such":[36],"are":[38],"great":[40],"value":[41,80],"for":[42,144],"group":[43],"difference":[44],"detection":[45],"and":[46,60,114,119,141],"classifier":[47],"construction.":[48],"Research":[49],"on":[50],"interesting":[52],"discriminative":[53,98,111],"class-labeled":[56],"evolves":[58],"rapidly":[59],"lots":[61],"algorithms":[63],"have":[64,76],"been":[65],"proposed":[66],"to":[67,125],"specifically":[68],"address":[69],"this":[70,104,145],"problem.":[71],"proven":[77],"their":[78,123],"considerable":[79],"biological":[82],"analysis.":[84],"The":[85],"archetypical":[86],"applications":[87,124],"bioinformatics":[89,128],"include":[90],"phosphorylation":[91],"motif":[92],"discovery,":[93],"differentially":[94],"expressed":[95],"gene":[96],"identification,":[97],"genotype":[99],"detection,":[101],"etc.":[102],"In":[103,130],"article,":[105],"we":[106,121,133],"present":[107],"an":[108],"overview":[109],"corresponding":[116],"effective":[117],"methods,":[118],"subsequently":[120],"illustrate":[122],"tackling":[126],"problems.":[129],"end,":[132],"give":[134],"general":[136],"discussion":[137],"potential":[139],"challenges":[140],"future":[142],"work":[143],"task.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}