{"id":"https://openalex.org/W2734722616","doi":"https://doi.org/10.1109/ijcnn.2017.7966370","title":"Computational intelligence approach for estimation of vehicle insurance risk level","display_name":"Computational intelligence approach for estimation of vehicle insurance risk level","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734722616","doi":"https://doi.org/10.1109/ijcnn.2017.7966370","mag":"2734722616"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5088335657","display_name":"Kristina Vassiljeva","orcid":"https://orcid.org/0000-0002-4178-1267"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Kristina Vassiljeva","raw_affiliation_strings":["Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062879647","display_name":"Aleksei Tepljakov","orcid":"https://orcid.org/0000-0002-7158-8484"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Aleksei Tepljakov","raw_affiliation_strings":["Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061791014","display_name":"Eduard Petlenkov","orcid":"https://orcid.org/0000-0003-2167-6280"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Eduard Petlenkov","raw_affiliation_strings":["Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006245098","display_name":"Eduard Netsajev","orcid":null},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Eduard Netsajev","raw_affiliation_strings":["Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Tallinn University of Technology, Tallinn, Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.062,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91198126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/estimation","display_name":"Estimation","score":0.6528356075286865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517056226730347},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.44726791977882385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33269035816192627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14720258116722107}],"concepts":[{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6528356075286865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517056226730347},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.44726791977882385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33269035816192627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14720258116722107},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1966347487","https://openalex.org/W1982455127","https://openalex.org/W2012188461","https://openalex.org/W2021772914","https://openalex.org/W2025768430","https://openalex.org/W2045064676","https://openalex.org/W2063300059","https://openalex.org/W2073241381","https://openalex.org/W2110699943","https://openalex.org/W2110798204","https://openalex.org/W2112419234","https://openalex.org/W2136922672","https://openalex.org/W2460413429","https://openalex.org/W2520599539","https://openalex.org/W2528535120","https://openalex.org/W2553279043","https://openalex.org/W3125921164","https://openalex.org/W6676481782"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Accurate":[0],"and":[1,25,81,116,121],"robust":[2],"risk":[3,34,96],"prediction":[4],"methods":[5],"are":[6],"of":[7,22,85,113,118],"critical":[8],"importance":[9],"in":[10,66],"calculating":[11],"insurance":[12,24,46],"costs.":[13],"In":[14,104],"the":[15,20,38,42,45,54,57,63,83,86,105,114,123],"present":[16],"paper,":[17],"we":[18,107],"study":[19],"case":[21],"vehicle":[23],"develop":[26],"a":[27,67,90,95,99],"computational":[28],"intelligence":[29],"based":[30,36,51],"method":[31,49],"for":[32,98],"obtaining":[33],"estimates":[35],"on":[37,52],"data":[39,65,115],"provided":[40],"by":[41],"client":[43],"to":[44,76,111],"company.":[47],"The":[48],"is":[50,102],"analyzing":[53],"contracts,":[55],"processing":[56,112],"input":[58,75],"data,":[59],"applying":[60],"classification,":[61],"encoding":[62],"processed":[64],"way":[68],"that":[69],"it":[70],"can":[71],"be":[72],"used":[73],"as":[74],"an":[77,92],"artificial":[78],"neural":[79,87,119],"network,":[80],"finally,":[82],"training":[84,117],"networks.":[88],"As":[89],"result,":[91],"application":[93],"computing":[94],"estimate":[97],"particular":[100],"contract":[101],"developed.":[103],"paper":[106],"discuss":[108],"issues":[109],"related":[110],"networks,":[120],"analyze":[122],"obtained":[124],"results.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
