{"id":"https://openalex.org/W4410372418","doi":"https://doi.org/10.1007/978-3-031-89704-7_20","title":"Benchmark Study on\u00a0Supervised Relevance-Redundancy Assessment for\u00a0Feature Selection in\u00a0Genomic Data","display_name":"Benchmark Study on\u00a0Supervised Relevance-Redundancy Assessment for\u00a0Feature Selection in\u00a0Genomic Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410372418","doi":"https://doi.org/10.1007/978-3-031-89704-7_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-89704-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-89704-7_20","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/A5117544802","display_name":"Simone Tom\u00e8","orcid":"https://orcid.org/0009-0003-0458-0655"},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Tom\u00e8","raw_affiliation_strings":["Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0003-0458-0655","affiliations":[{"raw_affiliation_string":"Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]},{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041010671","display_name":"Silvia Cascianelli","orcid":"https://orcid.org/0000-0001-7885-6050"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Cascianelli","raw_affiliation_strings":["Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7885-6050","affiliations":[{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058361530","display_name":"Erika Salvi","orcid":"https://orcid.org/0000-0002-2724-2291"},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Erika Salvi","raw_affiliation_strings":["Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","Data Science Center, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2724-2291","affiliations":[{"raw_affiliation_string":"Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]},{"raw_affiliation_string":"Data Science Center, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085346183","display_name":"Marco Masseroli","orcid":"https://orcid.org/0000-0003-2574-1174"},"institutions":[{"id":"https://openalex.org/I4210164485","display_name":"Fondazione IRCCS Istituto Neurologico Carlo Besta","ror":"https://ror.org/05rbx8m02","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210164485"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Masseroli","raw_affiliation_strings":["Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2574-1174","affiliations":[{"raw_affiliation_string":"Computational Multi-Omics of Neurological Disorders (MIND) Lab, Joint Research Platform, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy","institution_ids":["https://openalex.org/I4210164485"]},{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5117544802"],"corresponding_institution_ids":["https://openalex.org/I4210164485","https://openalex.org/I93860229"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19350074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9965000152587891,"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":0.9965000152587891,"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":0.9925000071525574,"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":0.9711999893188477,"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":0.853285551071167},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7183036804199219},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.709705114364624},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6639721989631653},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5746791362762451},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.5448690056800842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5244230031967163},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49997687339782715},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4459364414215088},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4285362958908081},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4057929217815399},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39355117082595825},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38031405210494995},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.05407634377479553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853285551071167},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7183036804199219},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.709705114364624},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6639721989631653},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5746791362762451},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.5448690056800842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5244230031967163},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49997687339782715},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4459364414215088},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4285362958908081},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4057929217815399},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39355117082595825},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38031405210494995},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.05407634377479553},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-89704-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-89704-7_20","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"},{"id":"pmh:oai:re.public.polimi.it:11311/1273683","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1273683","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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/bookPart"}],"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/W2028260332","https://openalex.org/W2295598076","https://openalex.org/W2887711510","https://openalex.org/W2959750635","https://openalex.org/W2964278775","https://openalex.org/W3016610742","https://openalex.org/W4207040141","https://openalex.org/W4283593236","https://openalex.org/W4321214126","https://openalex.org/W4385164119","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3120617324","https://openalex.org/W2156571267","https://openalex.org/W2998727463","https://openalex.org/W1838735596","https://openalex.org/W2350815964","https://openalex.org/W2805829984","https://openalex.org/W4388573469","https://openalex.org/W3036204000","https://openalex.org/W3135058836","https://openalex.org/W2747166117"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
