{"id":"https://openalex.org/W1590519086","doi":"https://doi.org/10.1007/978-3-540-85567-5_69","title":"SVD Based Feature Selection and Sample Classification of Proteomic Data","display_name":"SVD Based Feature Selection and Sample Classification of Proteomic Data","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1590519086","doi":"https://doi.org/10.1007/978-3-540-85567-5_69","mag":"1590519086"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-85567-5_69","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85567-5_69","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/A5041558532","display_name":"A. D\u2019Addabbo","orcid":"https://orcid.org/0000-0002-3058-5340"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Annarita D\u2019Addabbo","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#"],"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#","institution_ids":["https://openalex.org/I4210146308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058627860","display_name":"Massimo Papale","orcid":"https://orcid.org/0000-0002-8278-5045"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Papale","raw_affiliation_strings":["Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,"],"affiliations":[{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103435971","display_name":"Salvatore Di Paolo","orcid":null},"institutions":[{"id":"https://openalex.org/I2800643029","display_name":"Association for Symbolic Logic","ror":"https://ror.org/00baryp08","country_code":"US","type":"other","lineage":["https://openalex.org/I2800643029"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salvatore Di Paolo","raw_affiliation_strings":["Division of Nephrology and Dialysis, Hospital \u201dDimiccoli\u201d, ASL BAT, Barletta, \u00a0","Division of Nephrology and Dialysis, Hospital Dimiccoli, ASL BAT, Barletta,#TAB#"],"affiliations":[{"raw_affiliation_string":"Division of Nephrology and Dialysis, Hospital \u201dDimiccoli\u201d, ASL BAT, Barletta, \u00a0","institution_ids":["https://openalex.org/I2800643029"]},{"raw_affiliation_string":"Division of Nephrology and Dialysis, Hospital Dimiccoli, ASL BAT, Barletta,#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020235294","display_name":"Simona Magaldi","orcid":null},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simona Magaldi","raw_affiliation_strings":["Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,"],"affiliations":[{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045297040","display_name":"R. Colella","orcid":"https://orcid.org/0000-0003-3168-9376"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Colella","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#"],"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#","institution_ids":["https://openalex.org/I4210146308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014801068","display_name":"Valentina D\u2019Onofrio","orcid":"https://orcid.org/0000-0002-5898-0967"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina d\u2019Onofrio","raw_affiliation_strings":["Dept. of Surgical Sciences , Faculty of Medicine, University of Foggia, Italy","Dept. of Surgical Sciences , Faculty of Medicine, University of Foggia, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Surgical Sciences , Faculty of Medicine, University of Foggia, Italy","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Dept. of Surgical Sciences , Faculty of Medicine, University of Foggia, Italy#TAB#","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113499976","display_name":"Annamaria Di Palma","orcid":null},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annamaria Di Palma","raw_affiliation_strings":["Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,"],"affiliations":[{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050569543","display_name":"Elena Ranieri","orcid":"https://orcid.org/0000-0002-4996-3938"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Ranieri","raw_affiliation_strings":["Dept. of Biomedical Sciences, Sect. of Clinical Pathology, Faculty of Medicine, University of Foggia, Italy","Dept. of Biomedical Sciences, Sect. of Clinical Pathology, Faculty of Medicine, University of Foggia, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Sciences, Sect. of Clinical Pathology, Faculty of Medicine, University of Foggia, Italy","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Dept. of Biomedical Sciences, Sect. of Clinical Pathology, Faculty of Medicine, University of Foggia, Italy#TAB#","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001391327","display_name":"Loreto Gesualdo","orcid":"https://orcid.org/0000-0002-4861-0911"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Loreto Gesualdo","raw_affiliation_strings":["Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,"],"affiliations":[{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia, \u00a0","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Molecular Medicine Center, Sect. of Nephrology, Dept. of Biomedical Sciences and Bioagromed, Faculty of Medicine, University of Foggia,","institution_ids":["https://openalex.org/I106296451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045969357","display_name":"Nicola Ancona","orcid":"https://orcid.org/0000-0003-0065-0321"},"institutions":[{"id":"https://openalex.org/I4210146308","display_name":"Institute of Intelligent Systems for Automation","ror":"https://ror.org/051t1q308","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210146308","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Ancona","raw_affiliation_strings":["Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#"],"affiliations":[{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l\u2019Automazione, CNR, Bari, Italy","institution_ids":["https://openalex.org/I4210146308"]},{"raw_affiliation_string":"Istituto di Studi sui Sistemi Intelligenti per l'Automazione, CNR, Bari, Italy 70126#TAB#","institution_ids":["https://openalex.org/I4210146308"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5041558532"],"corresponding_institution_ids":["https://openalex.org/I4210146308"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.09826974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"556","last_page":"563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9937999844551086,"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":0.9909999966621399,"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/feature-selection","display_name":"Feature selection","score":0.7636394500732422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797561049461365},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.6401614546775818},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5940674543380737},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5491776466369629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4940217137336731},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4590979218482971},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42737945914268494},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.36439093947410583},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3300037682056427},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1380704939365387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12563446164131165}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7636394500732422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797561049461365},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.6401614546775818},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5940674543380737},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5491776466369629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4940217137336731},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4590979218482971},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42737945914268494},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.36439093947410583},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3300037682056427},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1380704939365387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12563446164131165},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-85567-5_69","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-85567-5_69","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":[{"id":"https://metadata.un.org/sdg/10","score":0.7599999904632568,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1530287478","https://openalex.org/W1548502347","https://openalex.org/W1601892851","https://openalex.org/W1771155305","https://openalex.org/W1966848487","https://openalex.org/W1997052765","https://openalex.org/W1999736488","https://openalex.org/W2031266182","https://openalex.org/W2034890535","https://openalex.org/W2092095117","https://openalex.org/W2105494575","https://openalex.org/W2107956883","https://openalex.org/W2109363337","https://openalex.org/W2109408008","https://openalex.org/W2119479037","https://openalex.org/W2129062330","https://openalex.org/W2130672573","https://openalex.org/W2143426320","https://openalex.org/W2148342716","https://openalex.org/W2149846618","https://openalex.org/W2156512439","https://openalex.org/W2168466769","https://openalex.org/W2168561598","https://openalex.org/W2798909945","https://openalex.org/W4247934745","https://openalex.org/W4285719527","https://openalex.org/W6634976869"],"related_works":["https://openalex.org/W4232638561","https://openalex.org/W3121932492","https://openalex.org/W1997544008","https://openalex.org/W3004137470","https://openalex.org/W1607100495","https://openalex.org/W131378092","https://openalex.org/W1598328844","https://openalex.org/W4221140916","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
