{"id":"https://openalex.org/W1492295194","doi":"https://doi.org/10.1007/978-3-540-71701-0_53","title":"Reducing Overfitting in Predicting Intrinsically Unstructured Proteins","display_name":"Reducing Overfitting in Predicting Intrinsically Unstructured Proteins","publication_year":2007,"publication_date":"2007-06-20","ids":{"openalex":"https://openalex.org/W1492295194","doi":"https://doi.org/10.1007/978-3-540-71701-0_53","mag":"1492295194"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-71701-0_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-71701-0_53","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Reducing_overfitting_in_predicting_intrinsically_unstructured_proteins/27365517","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044511016","display_name":"Pengfei Han","orcid":"https://orcid.org/0000-0002-2546-8190"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pengfei Han","raw_affiliation_strings":["School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, AUS","[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, AUS","institution_ids":["https://openalex.org/I82951845"]},{"raw_affiliation_string":"[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021983750","display_name":"Xiuzhen Zhang","orcid":"https://orcid.org/0000-0001-5558-3790"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuzhen Zhang","raw_affiliation_strings":["School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, AUS","[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, AUS","institution_ids":["https://openalex.org/I82951845"]},{"raw_affiliation_string":"[School of Computer Science and IT, RMIT University, Melbourne, Vic., Australia]","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039797008","display_name":"Raymond S. Norton","orcid":"https://orcid.org/0000-0001-8893-0584"},"institutions":[{"id":"https://openalex.org/I196021976","display_name":"Walter and Eliza Hall Institute of Medical Research","ror":"https://ror.org/01b6kha49","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I196021976"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raymond S. Norton","raw_affiliation_strings":["The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3050, AUS","The Walter & Eliza Hall Institute of Medical Research, Parkville, VIC, Australia;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3050, AUS","institution_ids":["https://openalex.org/I196021976"]},{"raw_affiliation_string":"The Walter & Eliza Hall Institute of Medical Research, Parkville, VIC, Australia;","institution_ids":["https://openalex.org/I196021976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021788144","display_name":"Zhiping Feng","orcid":"https://orcid.org/0000-0002-9337-1454"},"institutions":[{"id":"https://openalex.org/I196021976","display_name":"Walter and Eliza Hall Institute of Medical Research","ror":"https://ror.org/01b6kha49","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I196021976"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhiping Feng","raw_affiliation_strings":["The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3050, AUS","The Walter & Eliza Hall Institute of Medical Research, Parkville, VIC, Australia;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC 3050, AUS","institution_ids":["https://openalex.org/I196021976"]},{"raw_affiliation_string":"The Walter & Eliza Hall Institute of Medical Research, Parkville, VIC, Australia;","institution_ids":["https://openalex.org/I196021976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8342,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70640968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"515","last_page":"522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9983000159263611,"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":0.9983000159263611,"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/T11162","display_name":"Enzyme Structure and Function","score":0.9678000211715698,"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/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"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/overfitting","display_name":"Overfitting","score":0.9964374303817749},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6480882167816162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5853115916252136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5617024898529053},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5436933636665344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.534581184387207},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4937938153743744},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4415156841278076},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20123440027236938},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1243860125541687}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9964374303817749},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6480882167816162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5853115916252136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5617024898529053},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5436933636665344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.534581184387207},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4937938153743744},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4415156841278076},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20123440027236938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1243860125541687},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-540-71701-0_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-71701-0_53","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:alma.61RMIT_INST:11247671330001341","is_oa":false,"landing_page_url":"http://download.springer.com/static/pdf/556/chp%253A10.1007%252F978-3-540-71701-0_53.pdf?auth66=1365034149_2f7baa7f7f81d8bc25bc30d355104679&amp;ext=.pdf","pdf_url":"http://download.springer.com/static/pdf/556/chp%253A10.1007%252F978-3-540-71701-0_53.pdf?auth66=1365034149_2f7baa7f7f81d8bc25bc30d355104679&amp;ext=.pdf","source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:alma61RMIT.INST:11247671330001341","is_oa":false,"landing_page_url":"https://researchrepository.rmit.edu.au/esploro/outputs/conferenceProceeding/Reducing-overfitting-in-predicting-intrinsically-unstructured/9921861962301341","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:20248","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:20248","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/27365517","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Reducing_overfitting_in_predicting_intrinsically_unstructured_proteins/27365517","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27365517","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Reducing_overfitting_in_predicting_intrinsically_unstructured_proteins/27365517","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1536176571","https://openalex.org/W1792685479","https://openalex.org/W1969126181","https://openalex.org/W1995172756","https://openalex.org/W2030776726","https://openalex.org/W2049476357","https://openalex.org/W2055612295","https://openalex.org/W2057269381","https://openalex.org/W2061434416","https://openalex.org/W2070126374","https://openalex.org/W2084812512","https://openalex.org/W2094384279","https://openalex.org/W2104226349","https://openalex.org/W2125055259","https://openalex.org/W2141595346","https://openalex.org/W2152265734","https://openalex.org/W2161199282","https://openalex.org/W2162720882","https://openalex.org/W2168211076","https://openalex.org/W2169000624","https://openalex.org/W2911964244","https://openalex.org/W6671611538"],"related_works":["https://openalex.org/W1038900426","https://openalex.org/W4402156073","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W2944292463","https://openalex.org/W4388550696","https://openalex.org/W3014252901","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W2188759683"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
