{"id":"https://openalex.org/W1957654651","doi":"https://doi.org/10.1007/978-3-540-70600-7_21","title":"Nested q-Partial Graphs for Genetic Network Inference from \u201dSmall n, Large p\u201d Microarray Data","display_name":"Nested q-Partial Graphs for Genetic Network Inference from \u201dSmall n, Large p\u201d Microarray Data","publication_year":2008,"publication_date":"2008-08-29","ids":{"openalex":"https://openalex.org/W1957654651","doi":"https://doi.org/10.1007/978-3-540-70600-7_21","mag":"1957654651"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-70600-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70600-7_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050279993","display_name":"Kevin Kontos","orcid":null},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kevin Kontos","raw_affiliation_strings":["ULB Machine Learning Group Computer Science Department, Universit\u00e9 Libre de Bruxelles, Boulevard du Triomphe CP 212, 1050, Brussels, Belgium","Universit\u00e9 libre de Bruxelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ULB Machine Learning Group Computer Science Department, Universit\u00e9 Libre de Bruxelles, Boulevard du Triomphe CP 212, 1050, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"Universit\u00e9 libre de Bruxelles","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072869049","display_name":"Gianluca Bontempi","orcid":"https://orcid.org/0000-0001-8621-316X"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gianluca Bontempi","raw_affiliation_strings":["ULB Machine Learning Group Computer Science Department, Universit\u00e9 Libre de Bruxelles, Boulevard du Triomphe CP 212, 1050, Brussels, Belgium","Universit\u00e9 libre de Bruxelles"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ULB Machine Learning Group Computer Science Department, Universit\u00e9 Libre de Bruxelles, Boulevard du Triomphe CP 212, 1050, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"Universit\u00e9 libre de Bruxelles","institution_ids":["https://openalex.org/I132053463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I132053463"],"apc_list":null,"apc_paid":null,"fwci":2.5368,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87809887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9988999962806702,"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":0.9988999962806702,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9957000017166138,"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/partial-correlation","display_name":"Partial correlation","score":0.7014580965042114},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.6868426203727722},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6597877740859985},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.6338627338409424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6220399141311646},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4851146936416626},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4595355987548828},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.43795543909072876},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.4222642779350281},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40409746766090393},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3937842845916748},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.30979400873184204},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30676186084747314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30132371187210083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2790028154850006},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1388726532459259}],"concepts":[{"id":"https://openalex.org/C64708745","wikidata":"https://www.wikidata.org/wiki/Q2998010","display_name":"Partial correlation","level":3,"score":0.7014580965042114},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.6868426203727722},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6597877740859985},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.6338627338409424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6220399141311646},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4851146936416626},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4595355987548828},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.43795543909072876},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.4222642779350281},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40409746766090393},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3937842845916748},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.30979400873184204},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30676186084747314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30132371187210083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2790028154850006},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1388726532459259},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-70600-7_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-70600-7_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:dipot.ulb.ac.be:2013/71627","is_oa":false,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/71627","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Communications in computer and information science, 1 (13","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W30853191","https://openalex.org/W1494413412","https://openalex.org/W1524326598","https://openalex.org/W1524761913","https://openalex.org/W1629653960","https://openalex.org/W1800232718","https://openalex.org/W1976526581","https://openalex.org/W1990512452","https://openalex.org/W1992452843","https://openalex.org/W2008700866","https://openalex.org/W2010824638","https://openalex.org/W2036363967","https://openalex.org/W2044600950","https://openalex.org/W2046074668","https://openalex.org/W2080947828","https://openalex.org/W2099380913","https://openalex.org/W2104346261","https://openalex.org/W2108331169","https://openalex.org/W2110065044","https://openalex.org/W2112364930","https://openalex.org/W2112814716","https://openalex.org/W2117813324","https://openalex.org/W2117994680","https://openalex.org/W2125129404","https://openalex.org/W2137966895","https://openalex.org/W2145590522","https://openalex.org/W2161920970","https://openalex.org/W2166667584","https://openalex.org/W2167826316","https://openalex.org/W2279481061","https://openalex.org/W2798588639","https://openalex.org/W2912485311","https://openalex.org/W3039948875","https://openalex.org/W3043060850","https://openalex.org/W3098834468","https://openalex.org/W4302423442","https://openalex.org/W4388323202"],"related_works":["https://openalex.org/W2279481061","https://openalex.org/W4226050507","https://openalex.org/W4388322745","https://openalex.org/W4242928260","https://openalex.org/W4310220420","https://openalex.org/W2203247113","https://openalex.org/W2506046918","https://openalex.org/W2042697870","https://openalex.org/W1560794162","https://openalex.org/W2127427667"],"abstract_inverted_index":null,"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}