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Advances in Intelligent Systems and Computing(2)
Communications in Computer and Information Science(1)
ETCM 2021 - 5th Ecuador Technical Chapters Meeting(1)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
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Data-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:scopusDetection 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:googlescopusExtraction of knowledge with population-based metaheuristics fuzzy rules applied to credit risk
Conference ObjectAbstract: One of the goals of financial institutions is to reduce credit risk. Consequently they must properlyPalabras claves:FR (Fuzzy Rules) cbkp_redit risk, VarPSO (Variable Particle Swarm Optimization)Autores:Fernández-Bariviera A., Lanzarini L.C., Patricia Jimbo SantanaFuentes: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:scopusProposal for a Pivot-Based Vehicle Trajectory Clustering Method
Book PartAbstract: Given the large volume of georeferenced information generated and stored by many types of devices, tPalabras claves:artificial intelligence and advanced computing applications, data and data science, geographic information science, GPS data, machine learning (artificial intelligence), pattern recognitionAutores:Fernández-Bariviera A., GARY REYES ZAMBRANO, Hasperué W., Lanzarini L.C.Fuentes:googlescopusObtaining classification rules using LVQ +PSO: An application to credit risk
Conference ObjectAbstract: Credit risk management is a key element of financial corporations. One of the main problems that facPalabras claves:Cbkp_redit risk, Classification rules, Learning vector quantization (LVQ), Particle Swarm Optimization (PSO)Autores:Fernández-Bariviera A., Lanzarini L.C., Patricia Jimbo Santana, Villa-Monte A.Fuentes:googlescopusSimplifying credit 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:googlescopus