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2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence, ColCACI 2018 - Proceedings(1)
67th Annual Conference and Expo of the Institute of Industrial Engineers 2017(1)
Communications in Computer and Information Science(1)
IEEE Access(1)
Proceedings of the 2016 Industrial and Systems Engineering Research Conference, ISERC 2016(1)
Collaborative filtering using denoising auto-encoders for market basket data
Conference ObjectAbstract: Recommender systems (RS) help users navigate large sets of items in the search for "interesting" onePalabras claves:COLLABORATIVE FILTERING, Denoising auto-encoders, Market basket data, recommender systems, Retail firmsAutores:Andres G. Abad, PhD, Luis I. Reyes-CastroFuentes:scopusA probabilistic adaptive search system for exploring the face space
Conference ObjectAbstract: Face recall is a basic human cognitive process performed routinely, e.g., when meeting someone and dPalabras claves:Bayesian optimization, Eigenfaces, Face Space, Facial Composite Systems, Random Face GenerationAutores:Andres G. Abad, PhD, Luis I. Reyes-CastroFuentes:googlescopusHierarchical Human Action Recognition to Measure the Performance of Manual Labor
ArticleAbstract: Measuring manual-labor performance has been a key element of work scheduling and resource managementPalabras claves:action recognition, deep learning, human effort, manual labor, performance, Time and motion studyAutores:Andres G. Abad, PhD, Gabriela Valarezo, Jefferson Hernandez, Kim J.W., Ricardo Palacios, Richard CobosFuentes:googlescopusLearning from multivariate discrete sequential data using a restricted Boltzmann machine model
Conference ObjectAbstract: A restricted Boltzmann machine (RBM) is a generative neural-network model with many novel applicatioPalabras claves:Neural networks, Restricted Boltzmann machines, Sequential data, stock market pbkp_rediction, TIME SERIESAutores:Andres G. Abad, PhD, Jefferson HernandezFuentes:googlescopusSpatial and temporal feature extraction using a restricted boltzmann machine model
Conference ObjectAbstract: A restricted Boltzmann machine (RBM) is a generative neural-network model with many applications, suPalabras claves:Human Action Recognition, Neural networks, Restricted Boltzmann machines, Sequential data, Unsupervised feature extraction, VÍDEOAutores:Andres G. Abad, PhD, Jefferson HernandezFuentes:googlescopus