{"id":"https://openalex.org/W2582169927","doi":"https://doi.org/10.1186/s12859-017-1487-1","title":"A systematic comparative evaluation of biclustering techniques","display_name":"A systematic comparative evaluation of biclustering techniques","publication_year":2017,"publication_date":"2017-01-23","ids":{"openalex":"https://openalex.org/W2582169927","doi":"https://doi.org/10.1186/s12859-017-1487-1","mag":"2582169927","pmid":"https://pubmed.ncbi.nlm.nih.gov/28114903"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-017-1487-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1487-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1487-1","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/s12859-017-1487-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036186422","display_name":"Victor Alexandre Padilha","orcid":"https://orcid.org/0000-0002-8060-0350"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["BR","MD"],"is_corresponding":true,"raw_author_name":"Victor A. Padilha","raw_affiliation_strings":["Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil. victorpadilha@usp.br","Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8060-0350","affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil. victorpadilha@usp.br","institution_ids":["https://openalex.org/I4210092357"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103468393","display_name":"Ricardo J. G. B. Campello","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I86467917","display_name":"James Cook University","ror":"https://ror.org/04gsp2c11","country_code":"AU","type":"education","lineage":["https://openalex.org/I86467917"]}],"countries":["AU","BR"],"is_corresponding":false,"raw_author_name":"Ricardo J. G. B. Campello","raw_affiliation_strings":["College of Science and Engineering, James Cook University, Townsville, QLD, Australia","Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, James Cook University, Townsville, QLD, Australia","institution_ids":["https://openalex.org/I86467917"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Sciences, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036186422"],"corresponding_institution_ids":["https://openalex.org/I17974374","https://openalex.org/I4210092357"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":6.3826,"has_fulltext":true,"cited_by_count":132,"citation_normalized_percentile":{"value":0.97427958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"18","issue":"1","first_page":"55","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9894999861717224,"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":0.9894999861717224,"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":0.00559999980032444,"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":0.000699999975040555,"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/biclustering","display_name":"Biclustering","score":0.9628123044967651},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7870000600814819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7003617286682129},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6527817845344543},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.625098466873169},{"id":"https://openalex.org/keywords/row","display_name":"Row","score":0.5164761543273926},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.45149514079093933},{"id":"https://openalex.org/keywords/row-and-column-spaces","display_name":"Row and column spaces","score":0.43162232637405396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42828524112701416},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4189125895500183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32326221466064453},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.17309480905532837},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.08442026376724243}],"concepts":[{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.9628123044967651},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7870000600814819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7003617286682129},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6527817845344543},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.625098466873169},{"id":"https://openalex.org/C135598885","wikidata":"https://www.wikidata.org/wiki/Q1366302","display_name":"Row","level":2,"score":0.5164761543273926},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.45149514079093933},{"id":"https://openalex.org/C104140500","wikidata":"https://www.wikidata.org/wiki/Q2088159","display_name":"Row and column spaces","level":3,"score":0.43162232637405396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42828524112701416},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4189125895500183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32326221466064453},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.17309480905532837},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.08442026376724243},{"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},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005786","descriptor_name":"Gene Expression Regulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005786","descriptor_name":"Gene Expression Regulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005786","descriptor_name":"Gene Expression Regulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005786","descriptor_name":"Gene Expression Regulation","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":"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"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":"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":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1186/s12859-017-1487-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1487-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1487-1","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:28114903","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28114903","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:www.producao.usp.br:BDPI/51195","is_oa":false,"landing_page_url":"http://www.producao.usp.br/handle/BDPI/51195","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da USP","raw_type":"publishedVersion"},{"id":"pmh:oai:researchonline.jcu.edu.au:47672","is_oa":true,"landing_page_url":null,"pdf_url":"https://researchonline.jcu.edu.au/47672/1/47672_Padilha%20and%20Campello_2017.pdf","source":{"id":"https://openalex.org/S4306400519","display_name":"ResearchOnline at James Cook University (James Cook University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I86467917","host_organization_name":"James Cook University","host_organization_lineage":["https://openalex.org/I86467917"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:teses.usp.br:tde-04012017-102245","is_oa":true,"landing_page_url":"http://www.teses.usp.br/teses/disponiveis/55/55134/tde-04012017-102245/","pdf_url":"http://www.teses.usp.br/teses/disponiveis/55/55134/tde-04012017-102245/","source":{"id":"https://openalex.org/S4377196381","display_name":"Digital Library of Theses and Dissertations  (Universidade de S\u00e3o Paulo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16655442","host_organization_name":"Universidade de S\u00e3o Paulo","host_organization_lineage":["https://openalex.org/I16655442"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:USP","raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:002800573","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s12859-017-1487-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"reponame:Reposit\u00f3rio Institucional da USP (Biblioteca Digital da Produ\u00e7\u00e3o Intelectual)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:5259837","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5259837","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"},{"id":"pmh:uon:40230","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1437077","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1186/s12859-017-1487-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1487-1","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1487-1","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":[],"awards":[{"id":"https://openalex.org/G1966206360","display_name":null,"funder_award_id":"304137/2013-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G237172224","display_name":null,"funder_award_id":"-0 and","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3572101131","display_name":null,"funder_award_id":"2014/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6976001888","display_name":null,"funder_award_id":"2013-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7280378350","display_name":null,"funder_award_id":"2013/18698-4","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2582169927.pdf","grobid_xml":"https://content.openalex.org/works/W2582169927.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W8921818","https://openalex.org/W196542726","https://openalex.org/W200764996","https://openalex.org/W598396932","https://openalex.org/W1483118642","https://openalex.org/W1493217831","https://openalex.org/W1497007895","https://openalex.org/W1891744697","https://openalex.org/W1964854862","https://openalex.org/W1968558939","https://openalex.org/W1981509058","https://openalex.org/W1984238247","https://openalex.org/W2008459449","https://openalex.org/W2009135239","https://openalex.org/W2020541351","https://openalex.org/W2021542402","https://openalex.org/W2021993511","https://openalex.org/W2023416945","https://openalex.org/W2035618305","https://openalex.org/W2036328877","https://openalex.org/W2036361856","https://openalex.org/W2038706020","https://openalex.org/W2055141231","https://openalex.org/W2057514122","https://openalex.org/W2057682468","https://openalex.org/W2058849889","https://openalex.org/W2064787891","https://openalex.org/W2065442831","https://openalex.org/W2080278541","https://openalex.org/W2090257125","https://openalex.org/W2101234009","https://openalex.org/W2103017472","https://openalex.org/W2105877777","https://openalex.org/W2105883975","https://openalex.org/W2109174028","https://openalex.org/W2113510994","https://openalex.org/W2115875363","https://openalex.org/W2118900529","https://openalex.org/W2123830992","https://openalex.org/W2130095365","https://openalex.org/W2130158951","https://openalex.org/W2134179844","https://openalex.org/W2135105223","https://openalex.org/W2136107412","https://openalex.org/W2137167578","https://openalex.org/W2141012957","https://openalex.org/W2144544802","https://openalex.org/W2150930396","https://openalex.org/W2158128075","https://openalex.org/W2159482845","https://openalex.org/W2162532200","https://openalex.org/W2164883038","https://openalex.org/W2169387435","https://openalex.org/W2170584976","https://openalex.org/W2199802954","https://openalex.org/W2275525390","https://openalex.org/W2504829889","https://openalex.org/W3100951886","https://openalex.org/W3145128584","https://openalex.org/W4205465882","https://openalex.org/W4214515491","https://openalex.org/W4246219036","https://openalex.org/W4256473085","https://openalex.org/W4285719527","https://openalex.org/W4294216483","https://openalex.org/W6629329278","https://openalex.org/W6635743399","https://openalex.org/W6675354045","https://openalex.org/W6694772718"],"related_works":["https://openalex.org/W2313440505","https://openalex.org/W3123744736","https://openalex.org/W2611629964","https://openalex.org/W2137691148","https://openalex.org/W1505848319","https://openalex.org/W2152668278","https://openalex.org/W3084408672","https://openalex.org/W1979810043","https://openalex.org/W2397510698","https://openalex.org/W2506426934"],"abstract_inverted_index":{"BACKGROUND:":[0],"Biclustering":[1],"techniques":[2,16],"are":[3],"capable":[4],"of":[5,11,23,33,84,108,140,156,160,165,171,218,229,246],"simultaneously":[6],"clustering":[7,205],"rows":[8],"and":[9,73,110,130,175,204,243],"columns":[10],"a":[12,28,67,105,115,136],"data":[13,128,133],"matrix.":[14],"These":[15],"became":[17],"very":[18],"popular":[19],"for":[20,179,233],"the":[21,55,76,82,85,143,181,191,196,219,230,239,244],"analysis":[22],"gene":[24,29,201],"expression":[25],"data,":[26,147],"since":[27],"can":[30,40],"take":[31],"part":[32,217],"multiple":[34],"biological":[35],"pathways":[36],"which":[37,122,180,223],"in":[38,54,75,216,222],"turn":[39],"be":[41],"active":[42],"only":[43],"under":[44],"specific":[45],"experimental":[46,150],"conditions.":[47],"Several":[48],"biclustering":[49,220],"algorithms":[50,109],"have":[51,93,99],"been":[52,96],"developed":[53],"past":[56],"recent":[57],"years.":[58],"In":[59,78],"order":[60],"to":[61,98,251],"provide":[62],"guidance":[63],"regarding":[64],"their":[65],"choice,":[66],"few":[68],"comparative":[69,117],"studies":[70],"were":[71,87,123,152,183,198,225],"conducted":[72,114],"reported":[74],"literature.":[77],"these":[79],"studies,":[80],"however,":[81],"performances":[83],"methods":[86],"evaluated":[88],"through":[89],"external":[90,188],"measures":[91],"that":[92,210,248],"more":[94,137,186],"recently":[95],"shown":[97],"undesirable":[100],"properties.":[101],"Furthermore,":[102],"they":[103,224],"considered":[104],"limited":[106],"number":[107,139],"datasets.":[111,141],"RESULTS:":[112],"We":[113,208],"broader":[116],"study":[118],"involving":[119],"seventeen":[120],"algorithms,":[121],"run":[124],"on":[125,238],"three":[126],"synthetic":[127,146],"collections":[129,134],"two":[131],"real":[132,194],"with":[135,145,185,193],"representative":[138],"For":[142,190],"experiments":[144,192],"five":[148],"different":[149,154,158,163,169,176],"scenarios":[151],"studied:":[153],"levels":[155,164,170],"noise,":[157],"numbers":[159],"implanted":[161],"biclusters,":[162],"symmetric":[166],"bicluster":[167,173,177],"overlap,":[168],"asymmetric":[172],"overlap":[174],"sizes,":[178],"results":[182,197,215],"assessed":[184,199],"suitable":[187],"measures.":[189],"datasets,":[195],"by":[200],"set":[202],"enrichment":[203],"accuracy.":[206],"CONCLUSIONS:":[207],"observed":[209],"each":[211],"algorithm":[212,232],"achieved":[213],"satisfactory":[214],"tasks":[221],"investigated.":[226],"The":[227],"choice":[228],"best":[231],"some":[234],"application":[235],"thus":[236],"depends":[237],"task":[240],"at":[241],"hand":[242],"types":[245],"patterns":[247],"one":[249],"wants":[250],"detect.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":6}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}