{"id":"https://openalex.org/W4281489127","doi":"https://doi.org/10.1007/s00521-022-07395-y","title":"Estimation of voting behavior in election using support vector machine, extreme learning machine and deep learning","display_name":"Estimation of voting behavior in election using support vector machine, extreme learning machine and deep learning","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281489127","doi":"https://doi.org/10.1007/s00521-022-07395-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07395-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07395-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5052885642","display_name":"Nural \u0130mik Tany\u0131ld\u0131z\u0131","orcid":"https://orcid.org/0000-0002-9177-759X"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nural Imik Tanyildizi","raw_affiliation_strings":["Department of Public Relations and Publicity, Faculty of Communication, Firat University, Elaz\u0131\u011f, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Relations and Publicity, Faculty of Communication, Firat University, Elaz\u0131\u011f, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058123064","display_name":"Harun Tany\u0131ld\u0131z\u0131","orcid":"https://orcid.org/0000-0002-7585-2609"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Harun Tanyildizi","raw_affiliation_strings":["Department of Civil Engineering, Technology Faculty, Firat University, Elaz\u0131\u011f, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-7585-2609","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Technology Faculty, Firat University, Elaz\u0131\u011f, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058123064"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3391,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7929453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"20","first_page":"17329","last_page":"17342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13996","display_name":"Diverse Musicological Studies","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1210","display_name":"Music"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.7783827781677246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7257444858551025},{"id":"https://openalex.org/keywords/voting-behavior","display_name":"Voting behavior","score":0.7101970911026001},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7023618221282959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6040061712265015},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5364670753479004},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.42926931381225586},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.4244271218776703},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.25502899289131165},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.20159423351287842}],"concepts":[{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.7783827781677246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7257444858551025},{"id":"https://openalex.org/C177324205","wikidata":"https://www.wikidata.org/wiki/Q2540376","display_name":"Voting behavior","level":4,"score":0.7101970911026001},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7023618221282959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040061712265015},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5364670753479004},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.42926931381225586},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.4244271218776703},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25502899289131165},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.20159423351287842},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07395-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07395-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W101663867","https://openalex.org/W311967573","https://openalex.org/W612894114","https://openalex.org/W1800703830","https://openalex.org/W1972674826","https://openalex.org/W1979570694","https://openalex.org/W1985870920","https://openalex.org/W1989941975","https://openalex.org/W1997759851","https://openalex.org/W2026458537","https://openalex.org/W2032038401","https://openalex.org/W2047350787","https://openalex.org/W2064675550","https://openalex.org/W2076441291","https://openalex.org/W2086439824","https://openalex.org/W2087509200","https://openalex.org/W2092589899","https://openalex.org/W2094421596","https://openalex.org/W2111072639","https://openalex.org/W2147568880","https://openalex.org/W2151044524","https://openalex.org/W2164346103","https://openalex.org/W2347662108","https://openalex.org/W2375240369","https://openalex.org/W2386660280","https://openalex.org/W2484215240","https://openalex.org/W2561131998","https://openalex.org/W2586158700","https://openalex.org/W2607097720","https://openalex.org/W2624385633","https://openalex.org/W2725952090","https://openalex.org/W2738074361","https://openalex.org/W2757483057","https://openalex.org/W2767880510","https://openalex.org/W2768422516","https://openalex.org/W2790987726","https://openalex.org/W2887269678","https://openalex.org/W2894821558","https://openalex.org/W2904515320","https://openalex.org/W2912385129","https://openalex.org/W2941631642","https://openalex.org/W2955095010","https://openalex.org/W2959528333","https://openalex.org/W2966249250","https://openalex.org/W2969756003","https://openalex.org/W2978575037","https://openalex.org/W2997097883","https://openalex.org/W3038394765","https://openalex.org/W3091630994","https://openalex.org/W4230674625","https://openalex.org/W4230780485","https://openalex.org/W4242932839","https://openalex.org/W4299627282"],"related_works":["https://openalex.org/W2516348789","https://openalex.org/W1964668159","https://openalex.org/W1493971705","https://openalex.org/W1500730123","https://openalex.org/W2128134295","https://openalex.org/W184718913","https://openalex.org/W2012592363","https://openalex.org/W2490264914","https://openalex.org/W4253364095","https://openalex.org/W2962317334"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
