{"id":"https://openalex.org/W2734989418","doi":"https://doi.org/10.23919/mipro.2017.7973605","title":"A hybrid method for prediction of protein secondary structure based on multiple artificial neural networks","display_name":"A hybrid method for prediction of protein secondary structure based on multiple artificial neural networks","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734989418","doi":"https://doi.org/10.23919/mipro.2017.7973605","mag":"2734989418"},"language":"en","primary_location":{"id":"doi:10.23919/mipro.2017.7973605","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2017.7973605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"},"type":"article","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/A5005228606","display_name":"Haris Hasi\u0107","orcid":"https://orcid.org/0000-0001-9962-008X"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":true,"raw_author_name":"Haris Hasic","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016851407","display_name":"Emir Buza","orcid":"https://orcid.org/0000-0001-8074-2757"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Emir Buza","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055747675","display_name":"Amila Akagi\u0107","orcid":"https://orcid.org/0000-0002-4795-5424"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Amila Akagic","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005228606"],"corresponding_institution_ids":["https://openalex.org/I104817121"],"apc_list":null,"apc_paid":null,"fwci":0.8507,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.72044469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1195","last_page":"1200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9994000196456909,"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":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/protein-secondary-structure","display_name":"Protein secondary structure","score":0.8264914751052856},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7384453415870667},{"id":"https://openalex.org/keywords/protein-structure-prediction","display_name":"Protein structure prediction","score":0.6495251655578613},{"id":"https://openalex.org/keywords/protein-tertiary-structure","display_name":"Protein tertiary structure","score":0.6027404069900513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5324066281318665},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.5319336652755737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5137680768966675},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.47456294298171997},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4247454106807709},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4213360548019409},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3835468292236328},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35654446482658386},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3263743817806244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3219889998435974},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20572802424430847},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.08081510663032532}],"concepts":[{"id":"https://openalex.org/C62614982","wikidata":"https://www.wikidata.org/wiki/Q904984","display_name":"Protein secondary structure","level":2,"score":0.8264914751052856},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7384453415870667},{"id":"https://openalex.org/C18051474","wikidata":"https://www.wikidata.org/wiki/Q899656","display_name":"Protein structure prediction","level":3,"score":0.6495251655578613},{"id":"https://openalex.org/C75599170","wikidata":"https://www.wikidata.org/wiki/Q898483","display_name":"Protein tertiary structure","level":2,"score":0.6027404069900513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5324066281318665},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.5319336652755737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5137680768966675},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.47456294298171997},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4247454106807709},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4213360548019409},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3835468292236328},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35654446482658386},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3263743817806244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3219889998435974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20572802424430847},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.08081510663032532},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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:10.23919/mipro.2017.7973605","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro.2017.7973605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W119859330","https://openalex.org/W755588900","https://openalex.org/W1491040459","https://openalex.org/W1670740687","https://openalex.org/W1981132436","https://openalex.org/W2017229033","https://openalex.org/W2025761388","https://openalex.org/W2026727321","https://openalex.org/W2041369927","https://openalex.org/W2070714162","https://openalex.org/W2098464924","https://openalex.org/W2099302461","https://openalex.org/W2102830871","https://openalex.org/W2104641434","https://openalex.org/W2104972430","https://openalex.org/W2114646553","https://openalex.org/W2119677615","https://openalex.org/W2126128676","https://openalex.org/W2128941049","https://openalex.org/W2133218851","https://openalex.org/W2141127144","https://openalex.org/W2160336700","https://openalex.org/W2268614568","https://openalex.org/W2345051977","https://openalex.org/W2963457143","https://openalex.org/W6683470208","https://openalex.org/W6704695948"],"related_works":["https://openalex.org/W2494604670","https://openalex.org/W1588073457","https://openalex.org/W4206825711","https://openalex.org/W51493542","https://openalex.org/W3131413015","https://openalex.org/W2802527233","https://openalex.org/W2554497004","https://openalex.org/W2114568928","https://openalex.org/W2052981282","https://openalex.org/W2137712029"],"abstract_inverted_index":{"The":[0],"prediction":[1,141],"of":[2,9,39,57,69,83,101,110,124,137,142,154,161],"protein":[3,21,41,102,126,143],"secondary":[4,42,108,139],"structure":[5,22,43,109,140],"is":[6,44,74,86,95],"the":[7,11,20,37,99,106,111,113,119,125,135,138,152,159],"method":[8,149],"finding":[10,40],"way":[12,93],"in":[13,91],"which":[14,92],"an":[15,54],"amino":[16,84],"acid":[17],"sequence":[18,82],"causes":[19],"to":[23,77,88,97],"fold":[24],"and":[25,32,61,71,90,115,122,144,165],"bend":[26],"into":[27],"alpha":[28],"helices,":[29],"beta":[30],"strands":[31],"other":[33,170],"shapes.":[34],"Until":[35],"today,":[36],"problem":[38,136],"not":[45],"fully":[46],"resolved.":[47],"Classification":[48],"or":[49],"clusterization":[50],"based":[51,150],"methods":[52],"have":[53],"accuracy":[55],"rate":[56],"circa":[58],"80":[59],"percent":[60],"they":[62],"mainly":[63],"work":[64],"on":[65,151],"a":[66,80,128,146,162],"reduced":[67],"set":[68],"shapes":[70],"folds.":[72],"It":[73],"very":[75],"difficult":[76],"predict":[78],"how":[79],"local":[81],"acids":[85],"going":[87,96],"behave":[89],"it":[94],"affect":[98],"future":[100],"structure.":[103],"Based":[104],"upon":[105],"predicted":[107],"protein,":[112],"tertiary":[114],"quaternary":[116],"predictions":[117],"show":[118],"real":[120],"nature":[121],"function":[123,164],"as":[127],"whole.":[129],"In":[130],"this":[131],"paper,":[132],"we":[133],"address":[134],"propose":[145],"new":[147],"hybrid":[148],"usage":[153],"multiple":[155],"neural":[156],"networks":[157],"with":[158,169],"use":[160],"consensus":[163],"compare":[166],"our":[167],"approach":[168],"efficient":[171],"methods.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
