{"id":"https://openalex.org/W2045469374","doi":"https://doi.org/10.1007/s00521-010-0342-3","title":"Advanced machine learning techniques for microarray spot quality classification","display_name":"Advanced machine learning techniques for microarray spot quality classification","publication_year":2010,"publication_date":"2010-02-01","ids":{"openalex":"https://openalex.org/W2045469374","doi":"https://doi.org/10.1007/s00521-010-0342-3","mag":"2045469374"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-010-0342-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-010-0342-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","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/A5007729428","display_name":"Loris Nanni","orcid":"https://orcid.org/0000-0002-3502-7209"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Loris Nanni","raw_affiliation_strings":["Department of Electronic, Informatics and Systems (DEIS), Universit\u00e0 di Bologna, Via Venezia 52, 47023, Cesena, Italy","Universit\u00e0 di Bologna, Department of Electronic, Informatics and Systems (DEIS), Via Venezia 52, 47023, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic, Informatics and Systems (DEIS), Universit\u00e0 di Bologna, Via Venezia 52, 47023, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Universit\u00e0 di Bologna, Department of Electronic, Informatics and Systems (DEIS), Via Venezia 52, 47023, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062639338","display_name":"Alessandra Lumini","orcid":"https://orcid.org/0000-0003-0290-7354"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Lumini","raw_affiliation_strings":["Department of Electronic, Informatics and Systems (DEIS), Universit\u00e0 di Bologna, Via Venezia 52, 47023, Cesena, Italy","Universit\u00e0 di Bologna, Department of Electronic, Informatics and Systems (DEIS), Via Venezia 52, 47023, Cesena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic, Informatics and Systems (DEIS), Universit\u00e0 di Bologna, Via Venezia 52, 47023, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Universit\u00e0 di Bologna, Department of Electronic, Informatics and Systems (DEIS), Via Venezia 52, 47023, Cesena, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062894420","display_name":"Sheryl Brahnam","orcid":"https://orcid.org/0000-0001-7664-6930"},"institutions":[{"id":"https://openalex.org/I119942284","display_name":"Missouri State University","ror":"https://ror.org/01d2sez20","country_code":"US","type":"education","lineage":["https://openalex.org/I119942284"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheryl Brahnam","raw_affiliation_strings":["Computer Information Systems, Missouri State University, 901 S. National, Springfield, MO, 65804, USA","Missouri State University, Computer Information Systems, 901 S. National, 65804, Springfield, MO, USA"],"affiliations":[{"raw_affiliation_string":"Computer Information Systems, Missouri State University, 901 S. National, Springfield, MO, 65804, USA","institution_ids":["https://openalex.org/I119942284"]},{"raw_affiliation_string":"Missouri State University, Computer Information Systems, 901 S. National, 65804, Springfield, MO, USA","institution_ids":["https://openalex.org/I119942284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007729428"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4049,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.62588747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":"3","first_page":"471","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9969000220298767,"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":0.9969000220298767,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T12867","display_name":"Advanced Biosensing Techniques and Applications","score":0.9900000095367432,"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/computer-science","display_name":"Computer science","score":0.7828815579414368},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7145103216171265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6263293027877808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5419266223907471},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5281041860580444},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5110152959823608},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4973790943622589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48721712827682495},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.46128979325294495},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4503737986087799},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4401383697986603},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43914759159088135},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4363032579421997},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4346846342086792},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10084554553031921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828815579414368},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7145103216171265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6263293027877808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5419266223907471},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5281041860580444},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5110152959823608},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4973790943622589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48721712827682495},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.46128979325294495},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4503737986087799},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4401383697986603},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43914759159088135},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4363032579421997},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4346846342086792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10084554553031921},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00521-010-0342-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-010-0342-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:bearworks.missouristate.edu:articles-cob-1700","is_oa":false,"landing_page_url":"https://bearworks.missouristate.edu/articles-cob/701","pdf_url":null,"source":{"id":"https://openalex.org/S4377196450","display_name":"BearWorks (Missouri State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119942284","host_organization_name":"Missouri State University","host_organization_lineage":["https://openalex.org/I119942284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"College of Business","raw_type":"text"},{"id":"pmh:oai:cris.unibo.it:11585/96765","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/96765","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/2426334","is_oa":false,"landing_page_url":"http://hdl.handle.net/11577/2426334","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"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":22,"referenced_works":["https://openalex.org/W1554258465","https://openalex.org/W1563088657","https://openalex.org/W1569525763","https://openalex.org/W1860661692","https://openalex.org/W1966049321","https://openalex.org/W1970156673","https://openalex.org/W1971321416","https://openalex.org/W1971519864","https://openalex.org/W1979434225","https://openalex.org/W2008422012","https://openalex.org/W2014915963","https://openalex.org/W2021581933","https://openalex.org/W2030343556","https://openalex.org/W2070619727","https://openalex.org/W2111524581","https://openalex.org/W2113242816","https://openalex.org/W2115629999","https://openalex.org/W2117607208","https://openalex.org/W2125495986","https://openalex.org/W2126957978","https://openalex.org/W2158275940","https://openalex.org/W4249938928"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W4386259002","https://openalex.org/W2364594919","https://openalex.org/W1546989560","https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2117019857"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
