{"id":"https://openalex.org/W2943922427","doi":"https://doi.org/10.1007/s10489-019-01485-6","title":"Aggregation framework for TSK fuzzy and association rules: interpretability improvement on a traffic accidents case","display_name":"Aggregation framework for TSK fuzzy and association rules: interpretability improvement on a traffic accidents case","publication_year":2019,"publication_date":"2019-05-10","ids":{"openalex":"https://openalex.org/W2943922427","doi":"https://doi.org/10.1007/s10489-019-01485-6","mag":"2943922427"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-019-01485-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-019-01485-6","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5019505076","display_name":"Sandra Nemet","orcid":null},"institutions":[{"id":"https://openalex.org/I2801863878","display_name":"RT-RK Institute for Computer Based Systems (Serbia)","ror":"https://ror.org/02vm8jd66","country_code":"RS","type":"company","lineage":["https://openalex.org/I2801863878"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Sandra Nemet","raw_affiliation_strings":["RT-RK Institute, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RT-RK Institute, Novi Sad, Serbia","institution_ids":["https://openalex.org/I2801863878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070201334","display_name":"Dragan Kukolj","orcid":"https://orcid.org/0000-0003-0711-0168"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dragan Kukolj","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-0711-0168","affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014971147","display_name":"Gordana Ostoji\u0107","orcid":"https://orcid.org/0000-0002-5558-677X"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Gordana Ostoji\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052818089","display_name":"Stevan Stankovski","orcid":"https://orcid.org/0000-0002-4311-1507"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Stevan Stankovski","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080140972","display_name":"Dragan Jovanovi\u0107","orcid":"https://orcid.org/0000-0002-2716-481X"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dragan Jovanovi\u0107","raw_affiliation_strings":["Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019505076"],"corresponding_institution_ids":["https://openalex.org/I2801863878"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":null,"fwci":1.8619,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.88722681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"49","issue":"11","first_page":"3909","last_page":"3922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.98089998960495,"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"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8998383283615112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8364807367324829},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6995407342910767},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6274738311767578},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5939396023750305},{"id":"https://openalex.org/keywords/antecedent","display_name":"Antecedent (behavioral psychology)","score":0.5867363214492798},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.578605592250824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5505162477493286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5019352436065674},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4966035485267639},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3253888785839081}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8998383283615112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8364807367324829},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6995407342910767},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6274738311767578},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5939396023750305},{"id":"https://openalex.org/C2781256819","wikidata":"https://www.wikidata.org/wiki/Q16828835","display_name":"Antecedent (behavioral psychology)","level":2,"score":0.5867363214492798},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.578605592250824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5505162477493286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5019352436065674},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4966035485267639},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3253888785839081},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-019-01485-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-019-01485-6","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2434593148","display_name":null,"funder_award_id":"TR-32034","funder_id":"https://openalex.org/F4320322729","funder_display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja"}],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W28669376","https://openalex.org/W142835224","https://openalex.org/W1484413656","https://openalex.org/W1968316382","https://openalex.org/W1978660525","https://openalex.org/W1998445640","https://openalex.org/W2029383395","https://openalex.org/W2035282688","https://openalex.org/W2045002698","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2077537188","https://openalex.org/W2079325629","https://openalex.org/W2107530554","https://openalex.org/W2111547651","https://openalex.org/W2120115073","https://openalex.org/W2122104024","https://openalex.org/W2138015345","https://openalex.org/W2152195021","https://openalex.org/W2159129750","https://openalex.org/W2167328012","https://openalex.org/W2171804724","https://openalex.org/W2248217952","https://openalex.org/W2251947070","https://openalex.org/W2259289169","https://openalex.org/W2321449838","https://openalex.org/W2586411880","https://openalex.org/W2738051834","https://openalex.org/W2771052756","https://openalex.org/W2793085824","https://openalex.org/W2798909945","https://openalex.org/W2805071615","https://openalex.org/W2897764999","https://openalex.org/W3177730557"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W2944041987","https://openalex.org/W2014217581","https://openalex.org/W2083536291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}