{"id":"https://openalex.org/W2601850923","doi":"https://doi.org/10.1007/978-3-319-56154-7_25","title":"Analysis of Informative Features for Negative Selection in Protein Function Prediction","display_name":"Analysis of Informative Features for Negative Selection in Protein Function Prediction","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2601850923","doi":"https://doi.org/10.1007/978-3-319-56154-7_25","mag":"2601850923"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56154-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56154-7_25","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/A5075385368","display_name":"Marco Frasca","orcid":"https://orcid.org/0000-0002-4170-0922"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Frasca","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061255079","display_name":"Fabio Lipreri","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Lipreri","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005837237","display_name":"Dario Malchiodi","orcid":"https://orcid.org/0000-0002-7574-697X"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Malchiodi","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Milano, Via Comelico 39/41, 20135, Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075385368"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3575,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79321793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"267","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","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/T10887","display_name":"Bioinformatics and Genomic Networks","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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9973999857902527,"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":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7754695415496826},{"id":"https://openalex.org/keywords/protein-function-prediction","display_name":"Protein function prediction","score":0.7305388450622559},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6587136387825012},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5953516960144043},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5250665545463562},{"id":"https://openalex.org/keywords/proteome","display_name":"Proteome","score":0.5169817209243774},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.503452718257904},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49854159355163574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4975731670856476},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49373945593833923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4746290445327759},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4194405674934387},{"id":"https://openalex.org/keywords/gene-ontology","display_name":"Gene ontology","score":0.41245436668395996},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.39597785472869873},{"id":"https://openalex.org/keywords/protein-function","display_name":"Protein function","score":0.38746896386146545},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.2909362018108368},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1922512948513031},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1603865623474121},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.13320529460906982},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.09135529398918152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7754695415496826},{"id":"https://openalex.org/C207060522","wikidata":"https://www.wikidata.org/wiki/Q7251473","display_name":"Protein function prediction","level":4,"score":0.7305388450622559},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6587136387825012},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5953516960144043},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5250665545463562},{"id":"https://openalex.org/C104397665","wikidata":"https://www.wikidata.org/wiki/Q860947","display_name":"Proteome","level":2,"score":0.5169817209243774},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.503452718257904},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49854159355163574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4975731670856476},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49373945593833923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4746290445327759},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4194405674934387},{"id":"https://openalex.org/C2987395477","wikidata":"https://www.wikidata.org/wiki/Q135085","display_name":"Gene ontology","level":4,"score":0.41245436668395996},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.39597785472869873},{"id":"https://openalex.org/C2986374874","wikidata":"https://www.wikidata.org/wiki/Q8054","display_name":"Protein function","level":3,"score":0.38746896386146545},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2909362018108368},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1922512948513031},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1603865623474121},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13320529460906982},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.09135529398918152},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-56154-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56154-7_25","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1590721879","https://openalex.org/W2012336263","https://openalex.org/W2036249298","https://openalex.org/W2044917239","https://openalex.org/W2050871273","https://openalex.org/W2062941476","https://openalex.org/W2096173332","https://openalex.org/W2103017472","https://openalex.org/W2112615110","https://openalex.org/W2117486996","https://openalex.org/W2119821739","https://openalex.org/W2122886155","https://openalex.org/W2125282516","https://openalex.org/W2127637605","https://openalex.org/W2136410628","https://openalex.org/W2137917513","https://openalex.org/W2158261276","https://openalex.org/W2177922486","https://openalex.org/W2227395312","https://openalex.org/W2405767698","https://openalex.org/W2487155602","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W2094822546","https://openalex.org/W3132344302","https://openalex.org/W4388708026","https://openalex.org/W1969080446","https://openalex.org/W3108941781","https://openalex.org/W1578069856","https://openalex.org/W2134206588","https://openalex.org/W2084200259","https://openalex.org/W2061838210","https://openalex.org/W2889660853"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}