{"id":"https://openalex.org/W4323647237","doi":"https://doi.org/10.1007/978-3-031-25599-1_8","title":"Machine Learning Approaches for\u00a0Predicting Crystal Systems: A Brief Review and\u00a0a\u00a0Case Study","display_name":"Machine Learning Approaches for\u00a0Predicting Crystal Systems: A Brief Review and\u00a0a\u00a0Case Study","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323647237","doi":"https://doi.org/10.1007/978-3-031-25599-1_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-25599-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25599-1_8","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":"review","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/A5000822211","display_name":"Gaetano Settembre","orcid":"https://orcid.org/0000-0002-0592-8575"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetano Settembre","raw_affiliation_strings":["Department of Mathematics, University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038840295","display_name":"Nicola Corriero","orcid":"https://orcid.org/0000-0002-9669-7476"},"institutions":[{"id":"https://openalex.org/I4210166808","display_name":"Institute of Crystallography","ror":"https://ror.org/05wba8r86","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166808"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Corriero","raw_affiliation_strings":["CNR \u2013 Institute of Crystallography, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"CNR \u2013 Institute of Crystallography, Bari, Italy","institution_ids":["https://openalex.org/I4210166808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005901551","display_name":"Nicoletta Del Buono","orcid":"https://orcid.org/0000-0001-5079-875X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I2802148964","display_name":"Istituto Nazionale di Alta Matematica Francesco Severi","ror":"https://ror.org/01vx64p53","country_code":"IT","type":"funder","lineage":["https://openalex.org/I2802148964"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicoletta Del Buono","raw_affiliation_strings":["Department of Mathematics, University of Bari Aldo Moro, Bari, Italy","Members of INDAM-GNCS Research Group, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Members of INDAM-GNCS Research Group, Rome, Italy","institution_ids":["https://openalex.org/I2802148964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034033782","display_name":"Flavia Esposito","orcid":"https://orcid.org/0000-0002-2791-9610"},"institutions":[{"id":"https://openalex.org/I2802148964","display_name":"Istituto Nazionale di Alta Matematica Francesco Severi","ror":"https://ror.org/01vx64p53","country_code":"IT","type":"funder","lineage":["https://openalex.org/I2802148964"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Flavia Esposito","raw_affiliation_strings":["Department of Mathematics, University of Bari Aldo Moro, Bari, Italy","Members of INDAM-GNCS Research Group, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Members of INDAM-GNCS Research Group, Rome, Italy","institution_ids":["https://openalex.org/I2802148964"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089895710","display_name":"Rosanna Rizzi","orcid":"https://orcid.org/0000-0002-3058-5930"},"institutions":[{"id":"https://openalex.org/I4210166808","display_name":"Institute of Crystallography","ror":"https://ror.org/05wba8r86","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210166808"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rosanna Rizzi","raw_affiliation_strings":["CNR \u2013 Institute of Crystallography, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"CNR \u2013 Institute of Crystallography, Bari, Italy","institution_ids":["https://openalex.org/I4210166808"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005901551"],"corresponding_institution_ids":["https://openalex.org/I2802148964","https://openalex.org/I5561750"],"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":0.0839543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12613","display_name":"X-ray Diffraction in Crystallography","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12613","display_name":"X-ray Diffraction in Crystallography","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10798","display_name":"Crystallography and molecular interactions","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1606","display_name":"Physical and Theoretical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7440111637115479},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.666210949420929},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6644911766052246},{"id":"https://openalex.org/keywords/crystal","display_name":"Crystal (programming language)","score":0.5396912097930908},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5284918546676636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5276992321014404},{"id":"https://openalex.org/keywords/crystal-system","display_name":"Crystal system","score":0.4326801300048828},{"id":"https://openalex.org/keywords/crystal-structure","display_name":"Crystal structure","score":0.4281638264656067},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4151952266693115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3957260549068451},{"id":"https://openalex.org/keywords/crystallography","display_name":"Crystallography","score":0.11460810899734497},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09755167365074158},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08029899001121521},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07377126812934875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440111637115479},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.666210949420929},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6644911766052246},{"id":"https://openalex.org/C2781285689","wikidata":"https://www.wikidata.org/wiki/Q21921428","display_name":"Crystal (programming language)","level":2,"score":0.5396912097930908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5284918546676636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5276992321014404},{"id":"https://openalex.org/C64270004","wikidata":"https://www.wikidata.org/wiki/Q898786","display_name":"Crystal system","level":3,"score":0.4326801300048828},{"id":"https://openalex.org/C115624301","wikidata":"https://www.wikidata.org/wiki/Q895901","display_name":"Crystal structure","level":2,"score":0.4281638264656067},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4151952266693115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3957260549068451},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.11460810899734497},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09755167365074158},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08029899001121521},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07377126812934875},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-25599-1_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-25599-1_8","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:it.cnr:prodotti:482101","is_oa":false,"landing_page_url":"http://www.cnr.it/prodotto/i/482101","pdf_url":null,"source":{"id":"https://openalex.org/S7407055101","display_name":"CNR ExploRA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"info:cnr-pdr/source/autori:Settembre G.; Corriero N.; Del Buono N.; Esposito F.; Rizzi R./titolo:Machine Learning Approaches for\u00a0Predicting Crystal Systems: A Brief Review and\u00a0a\u00a0Case Study/doi:10.1007%2F978-3-031-25599-1_8/rivista:Lecture notes in computer science/anno:2023/pagina_da:93/pagina_a:107/intervallo_pagine:93\u2013107/volume:13810 LNCS","raw_type":"Articolo in rivista"},{"id":"pmh:oai:ricerca.uniba.it:11586/404551","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/404551","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","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":26,"referenced_works":["https://openalex.org/W2011725849","https://openalex.org/W2033874078","https://openalex.org/W2056107531","https://openalex.org/W2625386340","https://openalex.org/W2788189564","https://openalex.org/W2805504266","https://openalex.org/W2807070436","https://openalex.org/W2890641732","https://openalex.org/W2903922928","https://openalex.org/W2940802411","https://openalex.org/W2968923792","https://openalex.org/W2990821505","https://openalex.org/W3006346191","https://openalex.org/W3011765315","https://openalex.org/W3013216111","https://openalex.org/W3014839916","https://openalex.org/W3033067176","https://openalex.org/W3104939983","https://openalex.org/W3108489142","https://openalex.org/W3111832747","https://openalex.org/W3111856738","https://openalex.org/W3180884672","https://openalex.org/W3205432578","https://openalex.org/W3217533538","https://openalex.org/W4200080890","https://openalex.org/W4226315839"],"related_works":["https://openalex.org/W197026805","https://openalex.org/W1189579411","https://openalex.org/W2068703820","https://openalex.org/W1974849935","https://openalex.org/W4234541899","https://openalex.org/W2073691267","https://openalex.org/W2029596000","https://openalex.org/W2003455035","https://openalex.org/W4246123249","https://openalex.org/W2382485074"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}