{"id":"https://openalex.org/W1882502294","doi":"https://doi.org/10.1093/bioinformatics/btv635","title":"CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules","display_name":"CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules","publication_year":2015,"publication_date":"2015-10-30","ids":{"openalex":"https://openalex.org/W1882502294","doi":"https://doi.org/10.1093/bioinformatics/btv635","mag":"1882502294","pmid":"https://pubmed.ncbi.nlm.nih.gov/26519501"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btv635","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv635","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/697/49017658/bioinformatics_32_5_697.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"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":"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/bioinformatics/article-pdf/32/5/697/49017658/bioinformatics_32_5_697.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021059390","display_name":"Valerio Cestarelli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Valerio Cestarelli","raw_affiliation_strings":["1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,"],"affiliations":[{"raw_affiliation_string":"1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054544519","display_name":"Giulia Fiscon","orcid":"https://orcid.org/0000-0002-3354-8203"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Fiscon","raw_affiliation_strings":["1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","2 Department of Computer, Control, and Management Engineering \u2013 Sapienza University, 00185, Rome, Italy and"],"affiliations":[{"raw_affiliation_string":"1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"2 Department of Computer, Control, and Management Engineering \u2013 Sapienza University, 00185, Rome, Italy and","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078001324","display_name":"Giovanni Felici","orcid":"https://orcid.org/0000-0003-0544-5407"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Felici","raw_affiliation_strings":["1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,"],"affiliations":[{"raw_affiliation_string":"1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074793077","display_name":"Paola Bertolazzi","orcid":"https://orcid.org/0000-0002-2249-1993"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Bertolazzi","raw_affiliation_strings":["1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,"],"affiliations":[{"raw_affiliation_string":"1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005597720","display_name":"Emanuel Weitschek","orcid":"https://orcid.org/0000-0002-8045-2925"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155399","display_name":"UniNettuno University","ror":"https://ror.org/04q0nep37","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210155399"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuel Weitschek","raw_affiliation_strings":["1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","3 Department of Engineering \u2013 Uninettuno International University, Corso Vittorio Emanuele II, 39 \u2013 00186 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"1 Institute of Systems Analysis and Computer Science \u2013 National Research Council, 00185, Rome, Italy,","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"3 Department of Engineering \u2013 Uninettuno International University, Corso Vittorio Emanuele II, 39 \u2013 00186 Rome, Italy","institution_ids":["https://openalex.org/I4210155399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021059390"],"corresponding_institution_ids":["https://openalex.org/I4210155236"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":2.7113,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.90323367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"5","first_page":"697","last_page":"704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9979000091552734,"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":0.9979000091552734,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9954000115394592,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9800999760627747,"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/computer-science","display_name":"Computer science","score":0.7179509997367859},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5330361723899841},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.4271449148654938},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4244520664215088},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.40363413095474243},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3664323091506958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35039645433425903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7179509997367859},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5330361723899841},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.4271449148654938},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4244520664215088},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.40363413095474243},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3664323091506958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35039645433425903}],"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":"D000465","descriptor_name":"Algorithms","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":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012313","descriptor_name":"RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059014","descriptor_name":"High-Throughput Nucleotide Sequencing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/bioinformatics/btv635","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv635","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/697/49017658/bioinformatics_32_5_697.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"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":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:26519501","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26519501","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:iris.uniroma1.it:11573/835680","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/835680","pdf_url":"http://hdl.handle.net/11573/835680","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:3767182","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4795614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:open-archive.highwire.org:bioinfo:32/5/697","is_oa":false,"landing_page_url":"http://bioinformatics.oxfordjournals.org/cgi/content/short/32/5/697","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"TEXT"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btv635","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv635","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/32/5/697/49017658/bioinformatics_32_5_697.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"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":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1882502294.pdf","grobid_xml":"https://content.openalex.org/works/W1882502294.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1528113134","https://openalex.org/W1534477342","https://openalex.org/W1550206324","https://openalex.org/W1565377632","https://openalex.org/W1569512666","https://openalex.org/W1576962511","https://openalex.org/W1610836425","https://openalex.org/W1620997626","https://openalex.org/W1670263352","https://openalex.org/W1964895626","https://openalex.org/W1975056225","https://openalex.org/W1981509058","https://openalex.org/W1999574084","https://openalex.org/W2007176121","https://openalex.org/W2007615926","https://openalex.org/W2008499862","https://openalex.org/W2012034410","https://openalex.org/W2036713095","https://openalex.org/W2037768235","https://openalex.org/W2046368638","https://openalex.org/W2057936693","https://openalex.org/W2064208261","https://openalex.org/W2068848220","https://openalex.org/W2081098333","https://openalex.org/W2088338744","https://openalex.org/W2102041666","https://openalex.org/W2109363337","https://openalex.org/W2110065044","https://openalex.org/W2111675378","https://openalex.org/W2114980338","https://openalex.org/W2116079122","https://openalex.org/W2121343563","https://openalex.org/W2126105956","https://openalex.org/W2128904081","https://openalex.org/W2133445144","https://openalex.org/W2134788911","https://openalex.org/W2134932622","https://openalex.org/W2140703652","https://openalex.org/W2146254826","https://openalex.org/W2148603752","https://openalex.org/W2154431984","https://openalex.org/W2158485828","https://openalex.org/W2166203600","https://openalex.org/W2171528238","https://openalex.org/W2291928576","https://openalex.org/W2308884720","https://openalex.org/W2331847198","https://openalex.org/W2479608599","https://openalex.org/W2482589566","https://openalex.org/W4285719527","https://openalex.org/W4292864963","https://openalex.org/W6631388279","https://openalex.org/W6632865047","https://openalex.org/W6637074454","https://openalex.org/W6665042018","https://openalex.org/W6667804841","https://openalex.org/W6679952657","https://openalex.org/W6696754299","https://openalex.org/W6702467514"],"related_works":["https://openalex.org/W2976808399","https://openalex.org/W2609844752","https://openalex.org/W2981341912","https://openalex.org/W4285246823","https://openalex.org/W4226278302","https://openalex.org/W4385734297","https://openalex.org/W4221160509","https://openalex.org/W2547211086","https://openalex.org/W2538200646","https://openalex.org/W2888033806"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
