{"id":"https://openalex.org/W1583387255","doi":"https://doi.org/10.1007/978-3-540-74494-8_81","title":"Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays","display_name":"Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays","publication_year":2007,"publication_date":"2007-12-18","ids":{"openalex":"https://openalex.org/W1583387255","doi":"https://doi.org/10.1007/978-3-540-74494-8_81","mag":"1583387255"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74494-8_81","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74494-8_81","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/A5040409877","display_name":"R. Schachtner","orcid":null},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Schachtner","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001954183","display_name":"Dominik Lutter","orcid":"https://orcid.org/0000-0002-8800-0683"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"D. Lutter","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083128670","display_name":"Fabian J. Theis","orcid":"https://orcid.org/0000-0002-2419-1943"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"F. J. Theis","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007615633","display_name":"Elmar W. Lang","orcid":"https://orcid.org/0000-0001-7440-0224"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"E. W. Lang","raw_affiliation_strings":["Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biophysics, University of Regensburg, 93040 Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"[Institute of BioPhysics, University of Regensburg, Regensburg, Germany]","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075941311","display_name":"Ana Maria Tom\u00e9","orcid":"https://orcid.org/0000-0002-1210-0266"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"A. M. Tom\u00e9","raw_affiliation_strings":["DETI / IEETA, Universidade de Aveiro, 3810-Aveiro, Portugal","[DETI-IEETA, Universidade de Aveiro, Aveiro, Portugal]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DETI / IEETA, Universidade de Aveiro, 3810-Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"[DETI-IEETA, Universidade de Aveiro, Aveiro, Portugal]","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011354002","display_name":"J. M. G\u00f3rriz","orcid":"https://orcid.org/0000-0001-7069-1714"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. M. Gorriz Saez","raw_affiliation_strings":["DATC / ETSI, Universidad de Granada, 18371 Granada, Spain","DATC/ETSI, Universidad de Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATC / ETSI, Universidad de Granada, 18371 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"DATC/ETSI, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001433529","display_name":"Carlos G. Puntonet","orcid":"https://orcid.org/0000-0001-6886-5535"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. G. Puntonet","raw_affiliation_strings":["DATC / ETSI, Universidad de Granada, 18371 Granada, Spain","DATC/ETSI, Universidad de Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATC / ETSI, Universidad de Granada, 18371 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"DATC/ETSI, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1922,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88030589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"649","last_page":"656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9932000041007996,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/gene","display_name":"Gene","score":0.6014554500579834},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5821785926818848},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5380344986915588},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.5198626518249512},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.4242591857910156},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.41818055510520935},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4019275903701782}],"concepts":[{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.6014554500579834},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5821785926818848},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5380344986915588},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.5198626518249512},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.4242591857910156},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.41818055510520935},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4019275903701782},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74494-8_81","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74494-8_81","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":11,"referenced_works":["https://openalex.org/W1489793438","https://openalex.org/W1514159701","https://openalex.org/W1555711139","https://openalex.org/W1986471913","https://openalex.org/W2109363337","https://openalex.org/W2124309259","https://openalex.org/W2124757684","https://openalex.org/W2125512776","https://openalex.org/W2136171036","https://openalex.org/W2136787567","https://openalex.org/W4244000367"],"related_works":["https://openalex.org/W106077234","https://openalex.org/W2803323662","https://openalex.org/W2041374557","https://openalex.org/W3032874291","https://openalex.org/W2005057264","https://openalex.org/W2081929287","https://openalex.org/W2363156284","https://openalex.org/W2132561013","https://openalex.org/W2415025170","https://openalex.org/W2144348650"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}