{"id":"https://openalex.org/W3181912721","doi":"https://doi.org/10.1109/tcyb.2022.3165104","title":"Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification","display_name":"Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W3181912721","doi":"https://doi.org/10.1109/tcyb.2022.3165104","mag":"3181912721","pmid":"https://pubmed.ncbi.nlm.nih.gov/35476562"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2022.3165104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3165104","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tilburguniversity.edu/en/publications/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036962111","display_name":"Gonzalo N\u00e1poles","orcid":"https://orcid.org/0000-0003-1936-3701"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gonzalo N\u00e1poles","raw_affiliation_strings":["Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, AB, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1936-3701","affiliations":[{"raw_affiliation_string":"Department of Cognitive Science and Artificial Intelligence, Tilburg University, Tilburg, AB, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059499436","display_name":"Yamisleydi Salgueiro","orcid":"https://orcid.org/0000-0002-1946-0053"},"institutions":[{"id":"https://openalex.org/I134695357","display_name":"University of Talca","ror":"https://ror.org/01s4gpq44","country_code":"CL","type":"education","lineage":["https://openalex.org/I134695357"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Yamisleydi Salgueiro","raw_affiliation_strings":["Department of Computer Science, Faculty of Engineering, Universidad de Talca (Campus Curicó), Curicó, Chile"],"raw_orcid":"https://orcid.org/0000-0002-1946-0053","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Engineering, Universidad de Talca (Campus Curicó), Curicó, Chile","institution_ids":["https://openalex.org/I134695357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079498248","display_name":"Isel Grau","orcid":"https://orcid.org/0000-0002-8035-2887"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Isel Grau","raw_affiliation_strings":["Artificial Intelligence Laboratory, Vrije Universiteit Brussel, Brussels, Belgium","Department of Industrial Engineering and Innovation Sciences, Information Systems Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8035-2887","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Laboratory, Vrije Universiteit Brussel, Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Department of Industrial Engineering and Innovation Sciences, Information Systems Group, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025037606","display_name":"Maikel Le\u00f3n","orcid":"https://orcid.org/0000-0002-8849-4521"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maikel Leon Espinosa","raw_affiliation_strings":["Department of Business Technology, Miami Herbert Business School, University of Miami, Coral Gables, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-8849-4521","affiliations":[{"raw_affiliation_string":"Department of Business Technology, Miami Herbert Business School, University of Miami, Coral Gables, FL, USA","institution_ids":["https://openalex.org/I145608581"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1632,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.9455731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"53","issue":"10","first_page":"6083","last_page":"6094"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9991999864578247,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9991999864578247,"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/T10320","display_name":"Neural Networks and Applications","score":0.9955000281333923,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9362000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9823541641235352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7163901329040527},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.715253472328186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7132474780082703},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6677232384681702},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5512524247169495},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5358366370201111},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45679712295532227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07991650700569153}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9823541641235352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7163901329040527},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.715253472328186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132474780082703},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6677232384681702},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5512524247169495},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5358366370201111},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45679712295532227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07991650700569153},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.1109/tcyb.2022.3165104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3165104","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:35476562","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35476562","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:tilburguniversity.edu:openaire/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","pdf_url":null,"source":{"id":"https://openalex.org/S4406923027","display_name":"Tilburg University Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Napoles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/4d511582-a115-4275-bd8c-6dab25be1af5","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/4d511582-a115-4275-bd8c-6dab25be1af5","pdf_url":"https://pure.tue.nl/ws/files/307625846/Recurrence-Aware_Long-Term_Cognitive_Network_for_Explainable_Pattern_Classification.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"N\u00e1poles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, vol. 53, no. 10, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tilburguniversity.edu:publications/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","is_oa":true,"landing_page_url":"https://repository.tilburguniversity.edu/bitstreams/e5527a9d-4119-4f4a-a1ef-f13dfb5d6b9c/download","pdf_url":null,"source":{"id":"https://openalex.org/S4406923027","display_name":"Tilburg University Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Napoles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire/4d511582-a115-4275-bd8c-6dab25be1af5","is_oa":true,"landing_page_url":"https://research.tue.nl/files/307625846/Recurrence-Aware_Long-Term_Cognitive_Network_for_Explainable_Pattern_Classification.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"N\u00e1poles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, vol. 53, no. 10, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:publications/219c55a6-5649-474c-a570-9726414691c4","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/219c55a6-5649-474c-a570-9726414691c4","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.tue.nl:publications/4d511582-a115-4275-bd8c-6dab25be1af5","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85129416334&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"N\u00e1poles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, vol. 53, no. 10, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:155464","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/recurrenceaware-longterm-cognitive-network-for-explainable-pattern-classification(6662d5ae-0e45-419f-bf64-2637417f8973).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:tilburguniversity.edu:openaire/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","is_oa":true,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/2007d7e5-f201-4c0e-b1ae-50c71b14bf46","pdf_url":null,"source":{"id":"https://openalex.org/S4406923027","display_name":"Tilburg University Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Napoles, G, Salgueiro, Y, Grau, I & Espinosa, M L 2023, 'Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification', IEEE Transactions on Cybernetics, pp. 6083-6094. https://doi.org/10.1109/TCYB.2022.3165104","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8141324720","display_name":null,"funder_award_id":"ECM-02","funder_id":"https://openalex.org/F4320334812","funder_display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica"}],"funders":[{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W102366918","https://openalex.org/W608314793","https://openalex.org/W1495061682","https://openalex.org/W1855484900","https://openalex.org/W1876988356","https://openalex.org/W1967034721","https://openalex.org/W1974511160","https://openalex.org/W1976283257","https://openalex.org/W2015705737","https://openalex.org/W2035793819","https://openalex.org/W2036990940","https://openalex.org/W2050547478","https://openalex.org/W2053154970","https://openalex.org/W2064236088","https://openalex.org/W2069178824","https://openalex.org/W2072934801","https://openalex.org/W2086105817","https://openalex.org/W2092394555","https://openalex.org/W2095224843","https://openalex.org/W2123718260","https://openalex.org/W2141225287","https://openalex.org/W2190869216","https://openalex.org/W2282821441","https://openalex.org/W2493343568","https://openalex.org/W2560897075","https://openalex.org/W2742800889","https://openalex.org/W2758232585","https://openalex.org/W2768348081","https://openalex.org/W2782290149","https://openalex.org/W2795673246","https://openalex.org/W2801454299","https://openalex.org/W2887089171","https://openalex.org/W2914801588","https://openalex.org/W2917767525","https://openalex.org/W2944062250","https://openalex.org/W2945976633","https://openalex.org/W2957022377","https://openalex.org/W2962790223","https://openalex.org/W2962862931","https://openalex.org/W2973411233","https://openalex.org/W2981731882","https://openalex.org/W3005835754","https://openalex.org/W3039293784","https://openalex.org/W3092529271","https://openalex.org/W3103913776","https://openalex.org/W3110850177","https://openalex.org/W3128452405","https://openalex.org/W3130900697","https://openalex.org/W3137457055","https://openalex.org/W3188561931","https://openalex.org/W4245055982","https://openalex.org/W4299408792","https://openalex.org/W4302161581","https://openalex.org/W6629652716","https://openalex.org/W6718991148","https://openalex.org/W6737947904","https://openalex.org/W6745609711","https://openalex.org/W6799565430"],"related_works":["https://openalex.org/W2797441709","https://openalex.org/W2943982549","https://openalex.org/W4297660007","https://openalex.org/W2886918272","https://openalex.org/W4387589990","https://openalex.org/W2346578521","https://openalex.org/W2910028250","https://openalex.org/W4241566321","https://openalex.org/W3101055019","https://openalex.org/W3094353829"],"abstract_inverted_index":{"Machine-learning":[0],"solutions":[1],"for":[2,36,78,102,115],"pattern":[3,104],"classification":[4,105],"problems":[5],"are":[6,83],"nowadays":[7],"widely":[8],"deployed":[9],"in":[10,125],"society":[11],"and":[12,19,72,194],"industry.":[13],"However,":[14],"the":[15,120,126,131,135,137,160,164,176],"lack":[16],"of":[17,21,80,106,122],"transparency":[18],"accountability":[20],"most":[22],"accurate":[23],"models":[24,67,81],"often":[25],"hinders":[26],"their":[27,51,74],"safe":[28],"use.":[29],"Thus,":[30],"there":[31],"is":[32,53,64],"a":[33,97,143,154,170],"clear":[34],"need":[35],"developing":[37],"explainable":[38],"artificial":[39],"intelligence":[40],"mechanisms.":[41],"There":[42],"exist":[43],"model-agnostic":[44],"methods":[45],"that":[46,68,82,147,158,182],"summarize":[47],"feature":[48,124],"contributions,":[49],"but":[50],"interpretability":[52,71,132],"limited":[54],"to":[55,65,174,191],"predictions":[56],"made":[57],"by":[58,118,163],"black-box":[59,195],"models.":[60,196],"An":[61],"open":[62],"challenge":[63],"develop":[66],"have":[69],"intrinsic":[70],"produce":[73],"own":[75,113],"explanations,":[76],"even":[77],"classes":[79],"traditionally":[84],"considered":[85],"black":[86],"boxes":[87],"like":[88],"(recurrent)":[89],"neural":[90],"networks.":[91],"In":[92],"this":[93],"article,":[94],"we":[95,152],"propose":[96,153],"long-term":[98],"cognitive":[99],"network":[100],"(LTCN)":[101],"interpretable":[103,184],"structured":[107],"data.":[108],"Our":[109],"method":[110],"brings":[111],"its":[112],"mechanism":[114],"providing":[116],"explanations":[117],"quantifying":[119],"relevance":[121],"each":[123],"decision":[127,156],"process.":[128],"For":[129],"supporting":[130],"without":[133],"affecting":[134],"performance,":[136],"model":[138,157,185],"incorporates":[139],"more":[140],"flexibility":[141],"through":[142],"quasi-nonlinear":[144],"reasoning":[145],"rule":[146],"allows":[148],"controlling":[149],"nonlinearity.":[150],"Besides,":[151],"recurrence-aware":[155],"evades":[159],"issues":[161],"posed":[162],"unique":[165],"fixed":[166],"point":[167],"while":[168],"introducing":[169],"deterministic":[171],"learning":[172],"algorithm":[173],"compute":[175],"tunable":[177],"parameters.":[178],"The":[179],"simulations":[180],"show":[181],"our":[183],"obtains":[186],"competitive":[187],"results":[188],"when":[189],"compared":[190],"state-of-the-art":[192],"white":[193]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}