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Communications in Computer and Information Science(2)
Advances in Intelligent Systems and Computing(1)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
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Detection and Classification of Facial Features Through the Use of Convolutional Neural Networks (CNN) in Alzheimer Patients
Conference ObjectAbstract: In recent years, the widespread use of artificial neural networks in the field of image processing hPalabras claves:ALGORITHMS, Alzheimer’s, cnn, imagesAutores:Carlos Marcelo Borja-Galeas, César Byron Guevara Maldonado, Cesar Guevara, David R. Castillo Salazar, Héctor Fernando Gómez-Alvarado, Hugo Arias-Flores, Jairo Hidalgo-Guijarro, José Varela-Aldás, Lanzarini L.C., Marco Yandún-Velasteguí, Richard Rivera, Washington Raúl Fierro-SaltosFuentes:googlescopusData Stream Processing Method for Clustering of Trajectories
Conference ObjectAbstract: The constant advances in techniques for recording and collecting GPS trajectory information, the incPalabras claves:Buffer memory, cells, clusters, Data stream, TrajectoriesAutores:Estrebou C., Fernández-Bariviera A., GARY REYES ZAMBRANO, Lanzarini L.C.Fuentes:googlescopusData-Driven Gearbox Fault Severity Diagnosis Based on Concept Drift
Conference ObjectAbstract: Condition-based maintenance aims to determine the machine state in real time, by monitoring the signPalabras claves:Concept drift, concept evolution, Fault Detection, Jensen-Shannon divergence, Kullback-Leibler divergenceAutores:Diego R. Cabrera, Lanzarini L.C., Mariela Cerrada Lozada, Mario Peña, René-Vinicio Sánchez LojaFuentes:scopusFuzzy classification rules with frvarpso using various methods for obtaining fuzzy sets
ArticleAbstract: Having strategies capable of automatically generating classification rules is highly useful in any dPalabras claves:Classification rules, Data Mining, Fuzzy C-means, fuzzy rules, Index Terms—FRvarPSO (Fuzzy Rules variable Particle Swarm Optimization)Autores:Fernández-Bariviera A., Lanzarini L.C., Patricia Jimbo SantanaFuentes:googlescopusExtraction of knowledge with population-based metaheuristics fuzzy rules applied to cbkp_redit risk
Conference ObjectAbstract: One of the goals of financial institutions is to reduce cbkp_redit risk. Consequently they must propPalabras claves:FR (Fuzzy Rules) cbkp_redit risk, VarPSO (Variable Particle Swarm Optimization)Autores:Fernández-Bariviera A., Lanzarini L.C., Patricia Jimbo SantanaFuentes:googlescopusObject detection application and Viola Jones algorithm for the development of a database in Alzheimer's patients
Conference ObjectAbstract: Alzheimer's, as well as other neurological diseases, alters progressively the communication abilitiePalabras claves:Alzheimer disease, object detection, Viola-Jones algorithmAutores:César Byron Guevara Maldonado, Cesar Guevara, Héctor Fernando Gómez-Alvarado, Lanzarini L.C., S. David R. CastilloFuentes:googlescopusSimplifying cbkp_redit scoring rules using LVQ + PSO
ArticleAbstract: Purpose: One of the key elements in the banking industry relies on the appropriate selection of custPalabras claves:Cbkp_redit risk, classification, Learning vector quantization, Particle Swarm OptimizationAutores:Fernández-Bariviera A., Lanzarini L.C., Patricia Jimbo Santana, Villa-Monte A.Fuentes:googlescopusRecommender system based on latent topics
Conference ObjectAbstract: Collaborative filtering is one of the most used techniques in recommender systems. The goal of thisPalabras claves:COLLABORATIVE FILTERING, Latent topic modeling, recommender systemsAutores:Charnelli M.E., Javier F. Díaz, Lanzarini L.C.Fuentes:scopus