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2022 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2022(3)
2019 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2019(2)
Advances in Intelligent Systems and Computing(2)
2020 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2020(1)
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Funcionamiento de bibliotecas y archivos(8)
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Clustering-based recommender system: Bundle recommendation using matrix factorization to single user and user communities
Conference ObjectAbstract: This paper shows the results of a Recommender System (RS) that suggests bundles of items to a user oPalabras claves:Bundles of items, matrix factorization, Recommender systemAutores:César Inga Chalco, Remigio Hurtado Ortiz, Rodolfo Bojorque-ChasiFuentes:googlescopusAn analysis method for pbkp_redicting breast cancer using data science processes and machine learning
Conference ObjectAbstract: In two decades, the number of people with breast cancer has almost doubled: in 2000, about 10 millioPalabras claves:Autores:John Xavier Farez Villa, Juan Jose Cordova Calle, Remigio Hurtado OrtizFuentes:googlescopusAn efficient recommender system method based on the numerical relevances and the non-numerical structures of the ratings
ArticleAbstract: In this paper, we propose a collaborative filtering method designed to improve the current memory-baPalabras claves:COLLABORATIVE FILTERING, model-based methods, pbkp_rediction time, performance, recommender systems, Similarity MeasuresAutores:Bobadilla J., Ortega F., Remigio Hurtado Ortiz, Zhu B.Fuentes:googlescopusA new approach for Pneumonia diagnosis using Convolutional Neural Networks
Conference ObjectAbstract: Convolutional Neural Networks (CNN) can be used as an efficient tool for detecting diseases betweenPalabras claves:Artificial neuron, epoch, flatten, pooling, Preprocessing, TEST, TrainAutores:Leonardo Alvarado, Pedro Illaisaca, Remigio Hurtado OrtizFuentes:googlescopusA new approach hybrid recommender system of item bundles for group of users
Conference ObjectAbstract: User recommendation is a big challenge for collaborative filtering, due to the large number of usersPalabras claves:Autores:Bryam Vega Moreno, David Andres Morales Rivera, Remigio Hurtado OrtizFuentes:scopusA new recommendation approach based on probabilistic soft clustering methods: A scientific documentation case study
ArticleAbstract: Recommender system (RS) clustering is an important issue, both for the improvement of the collaboratPalabras claves:COLLABORATIVE FILTERING, recommender systems, Scientific documentation, Soft clusteringAutores:Bobadilla J., Li X., Ortega F., Remigio Hurtado Ortiz, Rodolfo Bojorque-ChasiFuentes:googlescopusA new way of finding better neighbors in recommendation systems based on collaborative filtering
Conference ObjectAbstract: One of the biggest problems of the internet is information overload. A way to handle this is CollaboPalabras claves:Autores:Alejandro Sebastian Enriquez Mancheno, Domenica Alejandra Merchan Garcia, Remigio Hurtado OrtizFuentes:googlescopusData Analysis Architecture using Techniques of Machine Learning for the Pbkp_rediction of the Quality of Blood Fonations against the Hepatitis C Virus
Conference ObjectAbstract: Nowadays the WHO (World health Organization) has difficulties improving the access to safe blood. ThPalabras claves:Artificial Neural Network, Blood Donor, data science, HEPATITIS C, K-Nearest-Neighbor, Machine learning, neural network, Oversizing, Principal Component Analysis, random forest, Support Vector MachineAutores:Denys Dutan-Sanchez, Paul Idrovo, Paul Idrovo-Berrezueta, Remigio Hurtado Ortiz, Vladimir Robles-BykbaevFuentes:googlescopusArtificial Intelligence Scientific Documentation Dataset for Recommender Systems
ArticleAbstract: The existing scientific documentation-based recommender systems focus on exploiting the citations anPalabras claves:Artificial Intelligence, Data Mining, Dataset, Machine learning, recommender systems, Scientific documentation, SCOPUS, TopicsAutores:Bobadilla J., Gutiérrez A., Li X., Ortega F., Remigio Hurtado OrtizFuentes:googlescopusDesign and development of an intent-based intelligent network using machine learning for QoS provisioning
Conference ObjectAbstract: The demand for bandwidth is currently a challenge for the use of the Internet that companies requirePalabras claves:Autores:Juan Daniel Amay Marca, Marco Vinicio Barzallo Huanga, Remigio Hurtado OrtizFuentes:scopus