{"id":"https://openalex.org/W3215791277","doi":"https://doi.org/10.1007/978-3-030-91699-2_6","title":"Ensemble of Protein Stability upon Point Mutation Predictors","display_name":"Ensemble of Protein Stability upon Point Mutation Predictors","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3215791277","doi":"https://doi.org/10.1007/978-3-030-91699-2_6","mag":"3215791277"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-91699-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91699-2_6","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":"conference-paper","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/A5081143141","display_name":"Eduardo Kenji Hasegawa de Freitas","orcid":"https://orcid.org/0000-0002-1476-4779"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Kenji Hasegawa de Freitas","raw_affiliation_strings":["Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1476-4779","affiliations":[{"raw_affiliation_string":"Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001541680","display_name":"Alex Camargo","orcid":"https://orcid.org/0000-0002-6377-9379"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alex Dias Camargo","raw_affiliation_strings":["Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6377-9379","affiliations":[{"raw_affiliation_string":"Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007342271","display_name":"Maur\u00edcio Dorneles Caldeira Balboni","orcid":"https://orcid.org/0000-0001-7653-0962"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maur\u00edcio Balboni","raw_affiliation_strings":["Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7653-0962","affiliations":[{"raw_affiliation_string":"Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068664163","display_name":"Adriano Velasque Werhli","orcid":"https://orcid.org/0000-0001-7107-5024"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano V. Werhli","raw_affiliation_strings":["Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7107-5024","affiliations":[{"raw_affiliation_string":"Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086333993","display_name":"Karina Machado","orcid":"https://orcid.org/0000-0002-8966-5708"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Karina dos Santos Machado","raw_affiliation_strings":["Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8966-5708","affiliations":[{"raw_affiliation_string":"Computational Biology Laboratory - COMBI-LAB, Centro de Ci\u00eancias Computacionais, Universidade Federal do Rio Grande - FURG, Rio Grande, Brazil","institution_ids":["https://openalex.org/I126460647"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126460647"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9994999766349792,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9994999766349792,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9987999796867371,"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":0.9958999752998352,"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":0.8079099655151367},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7518450021743774},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6660900712013245},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6642155647277832},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5571990013122559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5291341543197632},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44952574372291565},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43504953384399414},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4276352524757385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41850727796554565},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3749156594276428},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10068589448928833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079099655151367},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7518450021743774},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6660900712013245},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6642155647277832},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5571990013122559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5291341543197632},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44952574372291565},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43504953384399414},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4276352524757385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41850727796554565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3749156594276428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10068589448928833},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-91699-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91699-2_6","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":32,"referenced_works":["https://openalex.org/W605727707","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1973655986","https://openalex.org/W1985006546","https://openalex.org/W1996202672","https://openalex.org/W2002129624","https://openalex.org/W2017212707","https://openalex.org/W2031553026","https://openalex.org/W2041476324","https://openalex.org/W2062920004","https://openalex.org/W2064488723","https://openalex.org/W2089863534","https://openalex.org/W2092387745","https://openalex.org/W2098245055","https://openalex.org/W2103459989","https://openalex.org/W2111761681","https://openalex.org/W2112076978","https://openalex.org/W2113710405","https://openalex.org/W2121519777","https://openalex.org/W2125677968","https://openalex.org/W2132540199","https://openalex.org/W2134488721","https://openalex.org/W2140190241","https://openalex.org/W2149580316","https://openalex.org/W2199085604","https://openalex.org/W2558209121","https://openalex.org/W2564146927","https://openalex.org/W2912934387","https://openalex.org/W2916078022","https://openalex.org/W2970602317","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W2905156999","https://openalex.org/W4229460275","https://openalex.org/W3092085822","https://openalex.org/W4296079469","https://openalex.org/W1987518466","https://openalex.org/W3023033471","https://openalex.org/W3135046080","https://openalex.org/W2809161969","https://openalex.org/W2284199375"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
