{"id":"https://openalex.org/W2133248750","doi":"https://doi.org/10.1007/1-4020-3432-6_10","title":"Mining Yeast Gene Microarray Data with Latent Variable Models","display_name":"Mining Yeast Gene Microarray Data with Latent Variable Models","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2133248750","doi":"https://doi.org/10.1007/1-4020-3432-6_10","mag":"2133248750"},"language":"en","primary_location":{"id":"doi:10.1007/1-4020-3432-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/1-4020-3432-6_10","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological and Artificial Intelligence Environments","raw_type":"book-chapter"},"type":"book-chapter","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/A5026753803","display_name":"Antonino Staiano","orcid":"https://orcid.org/0000-0002-4708-5860"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonino Staiano","raw_affiliation_strings":["Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030668200","display_name":"Roberto Tagliaferri","orcid":"https://orcid.org/0000-0001-8134-9025"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Tagliaferri","raw_affiliation_strings":["Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","Universit\u00e0 di Salerno, Fisciano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","institution_ids":["https://openalex.org/I160013858"]},{"raw_affiliation_string":"Universit\u00e0 di Salerno, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063182766","display_name":"Lara De Vinco","orcid":null},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lara De Vinco","raw_affiliation_strings":["Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083215657","display_name":"Angelo Ciaramella","orcid":"https://orcid.org/0000-0001-5592-7995"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Ciaramella","raw_affiliation_strings":["Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087862725","display_name":"Giancarlo Raiconi","orcid":"https://orcid.org/0000-0001-5307-7173"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Raiconi","raw_affiliation_strings":["Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematichs and Informatics, University of Salerno, Via Ponte don Melillo, I-84084, Fisciano (SA), Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028392415","display_name":"G. Longo","orcid":"https://orcid.org/0000-0002-9182-8414"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Longo","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043315785","display_name":"Gennaro Miele","orcid":"https://orcid.org/0000-0002-2028-0578"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gennaro Miele","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075993058","display_name":"Roberto Amato","orcid":"https://orcid.org/0000-0001-8633-9221"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Amato","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033290145","display_name":"Carmine Del Mondo","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmine Del Mondo","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023621519","display_name":"C. Donalek","orcid":null},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ciro Donalek","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076667011","display_name":"G. Mangano","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianpiero Mangano","raw_affiliation_strings":["Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, University of Napoli Federico II, via Cinthia 6, Napoli, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"INFN - Italian Institure of Nuclear Physics Unit of Naples, via Cinthia 6, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001896455","display_name":"Diego di Bernardo","orcid":"https://orcid.org/0000-0002-1911-7407"},"institutions":[{"id":"https://openalex.org/I4210152213","display_name":"Telethon Institute Of Genetics And Medicine","ror":"https://ror.org/04xfdsg27","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152213"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diego Di Bernardo","raw_affiliation_strings":["Telethon Institute for Genetics and Medicine, Via Pietro Castellino 111, I-80131, Napoli, Italy"],"affiliations":[{"raw_affiliation_string":"Telethon Institute for Genetics and Medicine, Via Pietro Castellino 111, I-80131, Napoli, Italy","institution_ids":["https://openalex.org/I4210152213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5026753803"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":null,"apc_paid":null,"fwci":0.5277,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73713508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9965999722480774,"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":0.9965999722480774,"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/T12417","display_name":"Morphological variations and asymmetry","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.6000233292579651},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.5821036696434021},{"id":"https://openalex.org/keywords/microarray-databases","display_name":"Microarray databases","score":0.5803262591362},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5579560995101929},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.5483711957931519},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.5163227915763855},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5161858201026917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4812862277030945},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4780357778072357},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.4744354784488678},{"id":"https://openalex.org/keywords/latent-variable-model","display_name":"Latent variable model","score":0.45533695816993713},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4300384223461151},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4159885346889496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37299931049346924},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3509158492088318},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3363874852657318},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.31350022554397583},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2652645707130432},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.2072841227054596},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14728236198425293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09206151962280273}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6000233292579651},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.5821036696434021},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.5803262591362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5579560995101929},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.5483711957931519},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.5163227915763855},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5161858201026917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4812862277030945},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4780357778072357},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.4744354784488678},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.45533695816993713},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4300384223461151},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4159885346889496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37299931049346924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3509158492088318},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3363874852657318},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.31350022554397583},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2652645707130432},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.2072841227054596},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14728236198425293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09206151962280273},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/1-4020-3432-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/1-4020-3432-6_10","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological and Artificial Intelligence Environments","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.724.1866","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.724.1866","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.na.infn.it/%7Elongo/assets/lavori/2004_yeast2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1970993238","https://openalex.org/W1989297334","https://openalex.org/W2102794349","https://openalex.org/W2103453943","https://openalex.org/W2107636931","https://openalex.org/W2135187880","https://openalex.org/W2150926065","https://openalex.org/W2168394301","https://openalex.org/W2313803192","https://openalex.org/W2410083255","https://openalex.org/W3104811334"],"related_works":["https://openalex.org/W2160130936","https://openalex.org/W2186624854","https://openalex.org/W2412120523","https://openalex.org/W2498363374","https://openalex.org/W1547158732","https://openalex.org/W3154327893","https://openalex.org/W2409073243","https://openalex.org/W2490137852","https://openalex.org/W1594655861","https://openalex.org/W1991841244"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}