{"id":"https://openalex.org/W4410287554","doi":"https://doi.org/10.1007/978-3-031-90714-2_9","title":"Synergy Between Mechanistic Modelling and\u00a0Ensemble Feature Selection Approaches to\u00a0Explore Multiscale Biological Heterogeneity","display_name":"Synergy Between Mechanistic Modelling and\u00a0Ensemble Feature Selection Approaches to\u00a0Explore Multiscale Biological Heterogeneity","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410287554","doi":"https://doi.org/10.1007/978-3-031-90714-2_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-90714-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_9","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/A5107527001","display_name":"Riccardo Aucello","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Riccardo Aucello","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000359857","display_name":"Nicola Licheri","orcid":"https://orcid.org/0000-0003-1075-7333"},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["BY","IT"],"is_corresponding":false,"raw_author_name":"Nicola Licheri","raw_affiliation_strings":["Biological and Clinical Sciences Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Biological and Clinical Sciences Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463","https://openalex.org/I4210128510"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048859367","display_name":"Elena Rosso","orcid":"https://orcid.org/0009-0008-4817-0590"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I4210156707","display_name":"Fondazione IRCCS Istituto Nazionale dei Tumori","ror":"https://ror.org/05dwj7825","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210156707"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Rosso","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Head and Neck Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy","institution_ids":["https://openalex.org/I4210156707"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087228664","display_name":"Giulio Ferrero","orcid":"https://orcid.org/0000-0002-4580-0680"},"institutions":[{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["BY","IT"],"is_corresponding":false,"raw_author_name":"Giulio Ferrero","raw_affiliation_strings":["Biological and Clinical Sciences Department, University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Biological and Clinical Sciences Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463","https://openalex.org/I4210128510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086053123","display_name":"Sandro Gepiro Contaldo","orcid":"https://orcid.org/0009-0007-3889-8644"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Gepiro Contaldo","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082219669","display_name":"Simone Pernice","orcid":"https://orcid.org/0000-0001-7124-4676"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]},{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Pernice","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056748708","display_name":"P\u00edetro Li\u00f3","orcid":"https://orcid.org/0000-0002-0540-5053"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210096386","display_name":"Bridge University","ror":"https://ror.org/00cbm0437","country_code":"SS","type":"education","lineage":["https://openalex.org/I4210096386"]}],"countries":["GB","SS"],"is_corresponding":false,"raw_author_name":"Pietro Li\u00f3","raw_affiliation_strings":["Computer Science and Technology Department, University of Cambridge, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Computer Science and Technology Department, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749","https://openalex.org/I4210096386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064773200","display_name":"Francesca Cordero","orcid":"https://orcid.org/0000-0002-3143-3330"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Cordero","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002392135","display_name":"Marco Beccuti","orcid":"https://orcid.org/0000-0001-6125-9460"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Beccuti","raw_affiliation_strings":["Computer Science Department, University of Turin, Turin, Italy","Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"Laboratorio InfoLife, Consorzio Interuniversitario Nazionale per l\u2019Informatica (CINI), Rome, Italy","institution_ids":["https://openalex.org/I4210152452"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5107527001"],"corresponding_institution_ids":["https://openalex.org/I4210152452","https://openalex.org/I55143463"],"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":0.19489377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9945999979972839,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9945999979972839,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9907000064849854,"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":0.8216437101364136},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.610420823097229},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5838265419006348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4737447202205658},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.457391619682312}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8216437101364136},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.610420823097229},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5838265419006348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4737447202205658},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.457391619682312},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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:10.1007/978-3-031-90714-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_9","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2004014581","https://openalex.org/W2013685063","https://openalex.org/W2045921664","https://openalex.org/W2106576546","https://openalex.org/W2117004913","https://openalex.org/W2119387367","https://openalex.org/W2154941270","https://openalex.org/W2160541874","https://openalex.org/W2167101736","https://openalex.org/W2292492942","https://openalex.org/W2398071225","https://openalex.org/W2530623388","https://openalex.org/W2587946751","https://openalex.org/W2587982688","https://openalex.org/W2789128799","https://openalex.org/W2920146178","https://openalex.org/W2942457503","https://openalex.org/W2948600471","https://openalex.org/W2954220199","https://openalex.org/W3106850942","https://openalex.org/W3159101980","https://openalex.org/W3193470752","https://openalex.org/W4307561111","https://openalex.org/W4376120957","https://openalex.org/W4387823133","https://openalex.org/W6675354045","https://openalex.org/W6758972637"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
