{"id":"https://openalex.org/W1488856967","doi":"https://doi.org/10.1007/3-540-46084-5_94","title":"Using Perceptrons for Supervised Classification of DNA Microarray Samples: Obtaining the Optimal Level of Information and Finding Differentially Expressed Genes","display_name":"Using Perceptrons for Supervised Classification of DNA Microarray Samples: Obtaining the Optimal Level of Information and Finding Differentially Expressed Genes","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1488856967","doi":"https://doi.org/10.1007/3-540-46084-5_94","mag":"1488856967"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-46084-5_94","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-46084-5_94","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","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/A5021455494","display_name":"\u00c1lvaro Mateos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alvaro Mateos","raw_affiliation_strings":["Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048365807","display_name":"Javier Herrero","orcid":"https://orcid.org/0000-0001-7313-717X"},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Herrero","raw_affiliation_strings":["Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074140420","display_name":"Joaqu\u0131\u0301n Dopazo","orcid":"https://orcid.org/0000-0003-3318-120X"},"institutions":[{"id":"https://openalex.org/I4210089594","display_name":"Spanish National Cancer Research Centre","ror":"https://ror.org/00bvhmc43","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210089594"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joaqu\u00edn Dopazo","raw_affiliation_strings":["Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Unit, Spanish National Cancer Center (CNIO), c/ Melchor Fern\u00e1ndez Almagro 3, 28029, Madrid, Spain","institution_ids":["https://openalex.org/I4210089594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021455494"],"corresponding_institution_ids":["https://openalex.org/I4210089594"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11706806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"577","last_page":"582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9927999973297119,"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":0.9911999702453613,"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/perceptron","display_name":"Perceptron","score":0.7104882597923279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7046329379081726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.502234935760498},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.45729151368141174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43211090564727783},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.4112720489501953},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.365548700094223},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22958311438560486},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.16116079688072205},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14970633387565613},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.10585758090019226}],"concepts":[{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.7104882597923279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046329379081726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.502234935760498},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.45729151368141174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43211090564727783},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.4112720489501953},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.365548700094223},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22958311438560486},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.16116079688072205},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14970633387565613},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.10585758090019226}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-46084-5_94","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-46084-5_94","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1679913846","https://openalex.org/W1727290854","https://openalex.org/W1967053372","https://openalex.org/W2040613244","https://openalex.org/W2087684630","https://openalex.org/W2092840781","https://openalex.org/W2103017472","https://openalex.org/W2108728387","https://openalex.org/W2130494035","https://openalex.org/W2137540340","https://openalex.org/W2147246240","https://openalex.org/W4237222446"],"related_works":["https://openalex.org/W2082756648","https://openalex.org/W3194278305","https://openalex.org/W2289648981","https://openalex.org/W1565459987","https://openalex.org/W45198419","https://openalex.org/W2001427828","https://openalex.org/W1613359937","https://openalex.org/W3037182899","https://openalex.org/W2951149952","https://openalex.org/W1879733234"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
