{"id":"https://openalex.org/W2128557255","doi":"https://doi.org/10.1093/bioinformatics/btl489","title":"Support vector machines for prediction of dihedral angle regions","display_name":"Support vector machines for prediction of dihedral angle regions","publication_year":2006,"publication_date":"2006-09-27","ids":{"openalex":"https://openalex.org/W2128557255","doi":"https://doi.org/10.1093/bioinformatics/btl489","mag":"2128557255","pmid":"https://pubmed.ncbi.nlm.nih.gov/17005536"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btl489","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btl489","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"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/A5085046472","display_name":"Olav Zimmermann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113364","display_name":"John von Neumann Institute for Computing","ror":"https://ror.org/02zmk8084","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I169556180","https://openalex.org/I171892758","https://openalex.org/I2801876189","https://openalex.org/I4210113364"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Olav Zimmermann","raw_affiliation_strings":["John v. Neumann Institute for Computing, FZ J\u00fclich 1 \u00a0 1 \u00a0 \u00a0 52425 J\u00fclich, Germany"],"affiliations":[{"raw_affiliation_string":"John v. Neumann Institute for Computing, FZ J\u00fclich 1 \u00a0 1 \u00a0 \u00a0 52425 J\u00fclich, Germany","institution_ids":["https://openalex.org/I4210113364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005661488","display_name":"Ulrich H. E. Hansmann","orcid":"https://orcid.org/0000-0002-0700-4835"},"institutions":[{"id":"https://openalex.org/I4210113364","display_name":"John von Neumann Institute for Computing","ror":"https://ror.org/02zmk8084","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I169556180","https://openalex.org/I171892758","https://openalex.org/I2801876189","https://openalex.org/I4210113364"]},{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Ulrich H. E. Hansmann","raw_affiliation_strings":["Department of Physics, Michigan Technological University 2 \u00a0 2 \u00a0 \u00a0 Houghton, MI 49931-1295, USA","John v. Neumann Institute for Computing, FZ J\u00fclich 1 \u00a0 1 \u00a0 \u00a0 52425 J\u00fclich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Michigan Technological University 2 \u00a0 2 \u00a0 \u00a0 Houghton, MI 49931-1295, USA","institution_ids":["https://openalex.org/I11957088"]},{"raw_affiliation_string":"John v. Neumann Institute for Computing, FZ J\u00fclich 1 \u00a0 1 \u00a0 \u00a0 52425 J\u00fclich, Germany","institution_ids":["https://openalex.org/I4210113364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085046472"],"corresponding_institution_ids":["https://openalex.org/I4210113364"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":1.9071,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.84837376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"24","first_page":"3009","last_page":"3015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9987000226974487,"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/T10222","display_name":"Genomics and Chromatin Dynamics","score":0.9933000206947327,"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/dihedral-angle","display_name":"Dihedral angle","score":0.9910237789154053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5299828052520752},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5128598213195801},{"id":"https://openalex.org/keywords/protein-secondary-structure","display_name":"Protein secondary structure","score":0.45226967334747314},{"id":"https://openalex.org/keywords/alpha-helix","display_name":"Alpha helix","score":0.45150575041770935},{"id":"https://openalex.org/keywords/random-coil","display_name":"Random coil","score":0.4324142336845398},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.43044915795326233},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3751963973045349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34734272956848145},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.3334748148918152},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1823214292526245},{"id":"https://openalex.org/keywords/nuclear-magnetic-resonance","display_name":"Nuclear magnetic resonance","score":0.1447259783744812},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1283823549747467}],"concepts":[{"id":"https://openalex.org/C89025888","wikidata":"https://www.wikidata.org/wiki/Q911907","display_name":"Dihedral angle","level":4,"score":0.9910237789154053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5299828052520752},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5128598213195801},{"id":"https://openalex.org/C62614982","wikidata":"https://www.wikidata.org/wiki/Q904984","display_name":"Protein secondary structure","level":2,"score":0.45226967334747314},{"id":"https://openalex.org/C184538305","wikidata":"https://www.wikidata.org/wiki/Q283399","display_name":"Alpha helix","level":3,"score":0.45150575041770935},{"id":"https://openalex.org/C34349673","wikidata":"https://www.wikidata.org/wiki/Q899124","display_name":"Random coil","level":3,"score":0.4324142336845398},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.43044915795326233},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3751963973045349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34734272956848145},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.3334748148918152},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1823214292526245},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.1447259783744812},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1283823549747467},{"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/C32909587","wikidata":"https://www.wikidata.org/wiki/Q11369","display_name":"Molecule","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C112887158","wikidata":"https://www.wikidata.org/wiki/Q169324","display_name":"Hydrogen bond","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008958","descriptor_name":"Models, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008958","descriptor_name":"Models, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008958","descriptor_name":"Models, Molecular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016415","descriptor_name":"Sequence Alignment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017433","descriptor_name":"Protein Structure, Secondary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btl489","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btl489","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:17005536","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17005536","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-29078","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/9776","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications, Part 1","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.107.5679","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.107.5679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bioinformatics.oxfordjournals.org/cgi/reprint/btl489v1.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.99.9719","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.99.9719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bioinformatics.oxfordjournals.org/cgi/reprint/22/24/3009.pdf","raw_type":"text"},{"id":"pmh:oai:juser.fz-juelich.de:54190","is_oa":false,"landing_page_url":"https://juser.fz-juelich.de/record/54190","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics 22, 3009 (2006). doi:10.1093/bioinformatics/btl489","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W584044375","https://openalex.org/W1491040459","https://openalex.org/W1531358660","https://openalex.org/W1533153109","https://openalex.org/W1560724230","https://openalex.org/W1963885440","https://openalex.org/W1969621320","https://openalex.org/W1976005460","https://openalex.org/W2013136212","https://openalex.org/W2014731953","https://openalex.org/W2025822492","https://openalex.org/W2035146707","https://openalex.org/W2049695588","https://openalex.org/W2057289558","https://openalex.org/W2074986801","https://openalex.org/W2095450147","https://openalex.org/W2100890997","https://openalex.org/W2101386484","https://openalex.org/W2105778348","https://openalex.org/W2109553965","https://openalex.org/W2114370367","https://openalex.org/W2119423166","https://openalex.org/W2120984924","https://openalex.org/W2122945697","https://openalex.org/W2128801478","https://openalex.org/W2130479394","https://openalex.org/W2131071247","https://openalex.org/W2143197682","https://openalex.org/W2147351132","https://openalex.org/W2149653886","https://openalex.org/W2152282874","https://openalex.org/W2153187042","https://openalex.org/W2158714788","https://openalex.org/W2282078507","https://openalex.org/W3144619878","https://openalex.org/W6631881766"],"related_works":["https://openalex.org/W2020789759","https://openalex.org/W1967158227","https://openalex.org/W2395541325","https://openalex.org/W2068263379","https://openalex.org/W1996911561","https://openalex.org/W2407384706","https://openalex.org/W2095306729","https://openalex.org/W2128557255","https://openalex.org/W2056480996","https://openalex.org/W2162183271"],"abstract_inverted_index":{"DHPRED":[0],"has":[1],"been":[2],"implemented":[3],"as":[4],"a":[5],"web":[6],"service,":[7],"which":[8],"academic":[9],"researchers":[10],"can":[11],"access":[12],"from":[13],"our":[14],"webpage":[15],"http://www.fz-juelich.de/nic/cbb":[16]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}