{"id":"https://openalex.org/W2969417151","doi":"https://doi.org/10.1109/access.2019.2936366","title":"NACOD: A Na\u00efve Associative Classifier for Online Data","display_name":"NACOD: A Na\u00efve Associative Classifier for Online Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2969417151","doi":"https://doi.org/10.1109/access.2019.2936366","mag":"2969417151"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2936366","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936366","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805380.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805380.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003678045","display_name":"Yenny Villuendas-Rey","orcid":"https://orcid.org/0000-0001-9889-3924"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Yenny Villuendas-Rey","raw_affiliation_strings":["Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-9889-3924","affiliations":[{"raw_affiliation_string":"Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044614831","display_name":"Javier A. Hern\u00e1ndez-Casta\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Javier A. Hernandez-Castano","raw_affiliation_strings":["Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000760919","display_name":"Oscar Camacho-Nieto","orcid":"https://orcid.org/0000-0003-1142-5277"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Oscar Camacho-Nieto","raw_affiliation_strings":["Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030200514","display_name":"Cornelio Y\u00e1\u00f1ez-M\u00e1rqu\u00e9z","orcid":"https://orcid.org/0000-0002-6250-4728"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Cornelio Yanez-Marquez","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Computaci\u00f3n del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Computaci\u00f3n del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080392752","display_name":"Itzam\u00e1 L\u00f3pez-Y\u00e1\u00f1ez","orcid":"https://orcid.org/0000-0001-6007-4464"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Itzama Lopez-Yanez","raw_affiliation_strings":["Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Innovaci\u00f3n y Desarrollo Tecnol\u00f3gico en C\u00f3mputo del Instituto Polit\u00e9cnico Nacional, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2824,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65611638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"117761","last_page":"117767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8493322134017944},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.7955641150474548},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6766420006752014},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.5506647229194641},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5181647539138794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5042237043380737},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4887261390686035},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4606473743915558},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.08638572692871094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08268553018569946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8493322134017944},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.7955641150474548},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6766420006752014},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5506647229194641},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5181647539138794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5042237043380737},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4887261390686035},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4606473743915558},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.08638572692871094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08268553018569946},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2936366","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936366","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805380.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f5e9f0f087cf4ee6a5dfb471b6728e0b","is_oa":true,"landing_page_url":"https://doaj.org/article/f5e9f0f087cf4ee6a5dfb471b6728e0b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 117761-117767 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2936366","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2936366","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08805380.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321694","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"},{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320324217","display_name":"Comisi\u00f3n de Operaci\u00f3n y Fomento de Actividades Acad\u00e9micas, Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34"},{"id":"https://openalex.org/F4320335190","display_name":"Centro de Investigaci\u00f3n en Computaci\u00f3n","ror":"https://ror.org/059sp8j34"},{"id":"https://openalex.org/F4320336053","display_name":"Sistema Nacional de Investigadores","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969417151.pdf","grobid_xml":"https://content.openalex.org/works/W2969417151.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1529840045","https://openalex.org/W1565746575","https://openalex.org/W1856012183","https://openalex.org/W1873332500","https://openalex.org/W1904826605","https://openalex.org/W1988812547","https://openalex.org/W1996773027","https://openalex.org/W2068714596","https://openalex.org/W2078423146","https://openalex.org/W2093919988","https://openalex.org/W2099419573","https://openalex.org/W2109964623","https://openalex.org/W2129840303","https://openalex.org/W2135335717","https://openalex.org/W2160512933","https://openalex.org/W2169284845","https://openalex.org/W2170505850","https://openalex.org/W2188660960","https://openalex.org/W2562319768","https://openalex.org/W2574867284","https://openalex.org/W2577513693","https://openalex.org/W2588336250","https://openalex.org/W2622973700","https://openalex.org/W2735591448","https://openalex.org/W3003253354","https://openalex.org/W3120740533","https://openalex.org/W4252684946","https://openalex.org/W6639175750","https://openalex.org/W6680192438"],"related_works":["https://openalex.org/W1492794944","https://openalex.org/W169603398","https://openalex.org/W2953297905","https://openalex.org/W2069446265","https://openalex.org/W2083347156","https://openalex.org/W2049033869","https://openalex.org/W4255973740","https://openalex.org/W2910844563","https://openalex.org/W2074255033","https://openalex.org/W2148338580"],"abstract_inverted_index":{"Analyzing":[0],"data":[1,15],"in":[2,26,76],"real":[3],"time":[4],"constitutes":[5],"a":[6,31,72],"challenge":[7],"nowadays,":[8],"due":[9],"to":[10,21,52],"the":[11,36,88],"constant":[12],"generation":[13],"of":[14,24,90],"from":[16],"different":[17],"sources.":[18],"To":[19],"deal":[20,53],"such":[22,80],"streams":[23],"data,":[25],"this":[27],"paper":[28],"we":[29],"propose":[30],"novel":[32],"decision-making":[33],"algorithm":[34],"within":[35],"associative":[37],"approach.":[38],"The":[39,82],"proposed":[40],"algorithm,":[41],"named":[42],"Na\u00efve":[43],"Associative":[44],"Classifier":[45],"for":[46],"Online":[47],"Data":[48],"(NACOD),":[49],"is":[50,65],"able":[51],"with":[54,59],"hybrid":[55],"as":[56,58],"well":[57],"incomplete":[60],"data.":[61],"In":[62],"addition,":[63],"NACOD":[64],"transparent":[66],"and":[67],"transportable,":[68],"which":[69],"makes":[70],"it":[71],"very":[73],"useful":[74],"decision-maker":[75],"environments":[77],"that":[78],"require":[79],"properties.":[81],"numerical":[83],"experiments":[84],"carried":[85],"out":[86],"show":[87],"effectiveness":[89],"NACOD.":[91]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}