{"id":"https://openalex.org/W39708843","doi":"https://doi.org/10.1007/978-3-642-35686-5_11","title":"Machine-Learning Methods to Predict Protein Interaction Sites in Folded Proteins","display_name":"Machine-Learning Methods to Predict Protein Interaction Sites in Folded Proteins","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W39708843","doi":"https://doi.org/10.1007/978-3-642-35686-5_11","mag":"39708843"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-35686-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35686-5_11","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/A5069439283","display_name":"Castrense Savojardo","orcid":"https://orcid.org/0000-0002-7359-0633"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Castrense Savojardo","raw_affiliation_strings":["Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","Department of Computer Science, University of Bologna, via Mura Anteo Zamboni 7, 40127, Bologna, Italy","Department of Computer Science, University of Bologna, Bologna, Italy","Biocomputing Group, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science, University of Bologna, via Mura Anteo Zamboni 7, 40127, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Biocomputing Group, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060232841","display_name":"Piero Fariselli","orcid":"https://orcid.org/0000-0003-1811-4762"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piero Fariselli","raw_affiliation_strings":["Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","Department of Computer Science, University of Bologna, via Mura Anteo Zamboni 7, 40127, Bologna, Italy","Biocomputing Group, University of Bologna, Bologna, Italy","Department of Computer Science, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science, University of Bologna, via Mura Anteo Zamboni 7, 40127, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Biocomputing Group, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Department of Computer Science, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000882827","display_name":"Damiano Piovesan","orcid":"https://orcid.org/0000-0001-8210-2390"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Damiano Piovesan","raw_affiliation_strings":["Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","Biocomputing Group, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Biocomputing Group, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044479288","display_name":"Pier Luigi Martelli","orcid":"https://orcid.org/0000-0002-0274-5669"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pier Luigi Martelli","raw_affiliation_strings":["Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","Biocomputing Group, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Biocomputing Group, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053410790","display_name":"Rita Casadio","orcid":"https://orcid.org/0000-0002-7462-7039"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rita Casadio","raw_affiliation_strings":["Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","Biocomputing Group, University of Bologna, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biocomputing Group, University of Bologna, via Irnerio 42, 40126, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"Biocomputing Group, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5522,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68800268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"127","last_page":"135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9950000047683716,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9532999992370605,"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":0.8452245593070984},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8256280422210693},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.757634162902832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5380977988243103},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5317270755767822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5304490923881531},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.4884733259677887},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3828354477882385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3670489192008972},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1423967182636261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8452245593070984},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8256280422210693},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.757634162902832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5380977988243103},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5317270755767822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5304490923881531},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.4884733259677887},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3828354477882385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3670489192008972},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1423967182636261}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-35686-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-35686-5_11","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:cris.unibo.it:11585/144605","is_oa":false,"landing_page_url":"http://link.springer.com/chapter/10.1007%2F978-3-642-35686-5_11","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1483099488","https://openalex.org/W1969842170","https://openalex.org/W1976521702","https://openalex.org/W1977845138","https://openalex.org/W2000093524","https://openalex.org/W2008708467","https://openalex.org/W2025775541","https://openalex.org/W2033855745","https://openalex.org/W2034256925","https://openalex.org/W2055043387","https://openalex.org/W2057813163","https://openalex.org/W2060503830","https://openalex.org/W2088038235","https://openalex.org/W2094148990","https://openalex.org/W2096119514","https://openalex.org/W2097697746","https://openalex.org/W2098103839","https://openalex.org/W2103485392","https://openalex.org/W2105842272","https://openalex.org/W2115410056","https://openalex.org/W2118737745","https://openalex.org/W2121166097","https://openalex.org/W2124904677","https://openalex.org/W2126755078","https://openalex.org/W2136832587","https://openalex.org/W2139262886","https://openalex.org/W2141627824","https://openalex.org/W2143881057","https://openalex.org/W2148219066","https://openalex.org/W2151311229","https://openalex.org/W2152521138","https://openalex.org/W2166814967","https://openalex.org/W2540440381"],"related_works":["https://openalex.org/W2529681551","https://openalex.org/W2120476639","https://openalex.org/W2099369243","https://openalex.org/W2345184372","https://openalex.org/W4223656335","https://openalex.org/W3194539120","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2041399278","https://openalex.org/W2349509599"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}