{"id":"https://openalex.org/W4286458969","doi":"https://doi.org/10.1007/978-3-031-10536-4_7","title":"Hyperparameter Optimisation of Artificial Intelligence for Digital REStoration of Cultural Heritages (AIRES-CH) Models","display_name":"Hyperparameter Optimisation of Artificial Intelligence for Digital REStoration of Cultural Heritages (AIRES-CH) Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4286458969","doi":"https://doi.org/10.1007/978-3-031-10536-4_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-10536-4_7","doi":"https://doi.org/10.1007/978-3-031-10536-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10536-4_7","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4286459565","display_name":"Computational Science and Its Applications \u2013 ICCSA 2022 Workshops"},"type":"conference-paper","is_traditional":true,"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/A5035734250","display_name":"Alessandro Bombini","orcid":"https://orcid.org/0000-0001-7225-3355","observed_orcids":["https://orcid.org/0000-0001-7225-3355"]},"institutions":[{"id":"https://openalex.org/I4210133295","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Firenze","ror":"https://ror.org/02vv5y108","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210133295"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Bombini","raw_affiliation_strings":["INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy","institution_ids":["https://openalex.org/I4210133295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014028851","display_name":"Lucio Anderlini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210133295","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Firenze","ror":"https://ror.org/02vv5y108","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210133295"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucio Anderlini","raw_affiliation_strings":["INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy","institution_ids":["https://openalex.org/I4210133295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002336934","display_name":"Luca dell'Agnello","orcid":"https://orcid.org/0000-0003-1086-6740","observed_orcids":["https://orcid.org/0000-0003-1086-6740"]},"institutions":[{"id":"https://openalex.org/I4210088105","display_name":"Istituto Nazionale di Fisica Nucleare, Centro Nazionale Analisi Fotogrammi","ror":"https://ror.org/001d5wc61","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210088105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca dell\u2019Agnello","raw_affiliation_strings":["INFN CNAF, Viale Carlo Berti Pichat 6, 40127, Bologna, BO, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN CNAF, Viale Carlo Berti Pichat 6, 40127, Bologna, BO, Italy","institution_ids":["https://openalex.org/I4210088105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059012644","display_name":"Francesco Maria Giacomini","orcid":"https://orcid.org/0000-0002-3129-2814","observed_orcids":["https://orcid.org/0000-0002-3129-2814"]},"institutions":[{"id":"https://openalex.org/I4210088105","display_name":"Istituto Nazionale di Fisica Nucleare, Centro Nazionale Analisi Fotogrammi","ror":"https://ror.org/001d5wc61","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210088105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Giacomini","raw_affiliation_strings":["INFN CNAF, Viale Carlo Berti Pichat 6, 40127, Bologna, BO, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN CNAF, Viale Carlo Berti Pichat 6, 40127, Bologna, BO, Italy","institution_ids":["https://openalex.org/I4210088105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008998247","display_name":"Chiara Ruberto","orcid":"https://orcid.org/0000-0003-0321-7160","observed_orcids":["https://orcid.org/0000-0003-0321-7160"]},"institutions":[{"id":"https://openalex.org/I4210133295","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Firenze","ror":"https://ror.org/02vv5y108","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210133295"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Ruberto","raw_affiliation_strings":["INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy","institution_ids":["https://openalex.org/I4210133295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046400197","display_name":"Francesco Taccetti","orcid":"https://orcid.org/0000-0003-2657-2990","observed_orcids":["https://orcid.org/0000-0003-2657-2990"]},"institutions":[{"id":"https://openalex.org/I4210133295","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Firenze","ror":"https://ror.org/02vv5y108","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210133295"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Taccetti","raw_affiliation_strings":["INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN, Florence Section, Via Bruno Rossi 1, 50019, Sesto Fiorentino, FI, Italy","institution_ids":["https://openalex.org/I4210133295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035734250"],"corresponding_institution_ids":["https://openalex.org/I4210133295"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.7097,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98896021,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.6830999851226807,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology (arts and humanities)"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.6830999851226807,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology (arts and humanities)"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.1444000005722046,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.08060000091791153,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9359999895095825},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.7400000095367432},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"cultural heritage","score":0.7599999904632568},{"id":"https://openalex.org/keywords/x-ray-fluorescence-imaging","display_name":"X-ray fluorescence imaging","score":0.9169999957084656},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.6899999976158142}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6880059242248535},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6546840667724609},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6308794617652893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.615389883518219},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5882757902145386},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5802575349807739},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.5501476526260376},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5178078413009644},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4725327789783478},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4200100898742676},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.4182814955711365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3086909055709839},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.26679491996765137},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1902584433555603},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.08734479546546936}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-10536-4_7","doi":"https://doi.org/10.1007/978-3-031-10536-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10536-4_7","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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:flore.unifi.it:2158/1462693","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1462693","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1901129140","https://openalex.org/W1944869276","https://openalex.org/W2133665775","https://openalex.org/W2141494774","https://openalex.org/W2180999106","https://openalex.org/W2194775991","https://openalex.org/W2738588019","https://openalex.org/W2886042776","https://openalex.org/W2912497910","https://openalex.org/W2921511952","https://openalex.org/W2948417430","https://openalex.org/W2949676527","https://openalex.org/W2950179405","https://openalex.org/W2962897394","https://openalex.org/W3005743304","https://openalex.org/W3006197067","https://openalex.org/W3039624042","https://openalex.org/W3046739597","https://openalex.org/W3047718032","https://openalex.org/W3075535163","https://openalex.org/W3190376790","https://openalex.org/W3202476284","https://openalex.org/W3208388118","https://openalex.org/W4285276096"],"related_works":["https://openalex.org/W4285276096","https://openalex.org/W4383723185","https://openalex.org/W7153972494","https://openalex.org/W4416782450","https://openalex.org/W2978846005","https://openalex.org/W7129375004","https://openalex.org/W7160854037","https://openalex.org/W4410387341","https://openalex.org/W3212173503","https://openalex.org/W2049853456"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2022-07-22T00:00:00"}
