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2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings(1)
67th Annual Conference and Expo of the Institute of Industrial Engineers 2017(1)
Communications in Computer and Information Science(1)
Computers(1)
ICPE 2017 - Proceedings of the 2017 ACM/SPEC International Conference on Performance Engineering(1)
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Ciencias de la computación(5)
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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 View Invariant Human Action Recognition System for Noisy Inputs
Conference ObjectAbstract: We propose a skeleton-based Human Action Recognition (HAR) system, robust to both noisy inputs and pPalabras claves:Human Action Recognition, Human pose, Robustness to noise, View invariantAutores:Andres G. Abad, PhD, Jefferson Hernandez, Kim J.W., Ricardo Palacios, Richard CobosFuentes:scopusA dynamic Bayesian network model for inventory level estimation in retail marketing
Conference ObjectAbstract: Many retailers today employ inventory management systems based on Re-Order Point Policies, most of wPalabras claves:Dynamic Bayesian Networks, Inventory management, Inventory Record Inaccuracies, Inventory ShrinkageAutores:Andres G. Abad, PhD, Luis I. Reyes-CastroFuentes:googlescopusA fast multi-object tracking system using an object detector ensemble
Conference ObjectAbstract: Multiple-Object Tracking (MOT) is of crucial importance for applications such as retail video analytPalabras claves:ensemble, Kalman filters, multi-object tracking, object detectionAutores:Andres G. Abad, PhD, Jefferson Hernandez, Richard CobosFuentes:scopusDynamic memory partitioning for cloud caches with heterogeneous backends
Conference ObjectAbstract: Software caches, implemented with in-memory key-value stores, are important components of cloud archPalabras claves:Autores:Andres G. Abad, PhD, Cristina L. Abad, Luis E. LucioFuentes: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:googlescopusOn implementing autonomic systems with a serverless computing approach: The case of self-partitioning cloud caches
ArticleAbstract: The research community has made significant advances towards realizing self-tuning cloud caches; notPalabras claves:Autonomic controller, CLOUD COMPUTING, Self-tuning, Serverless computingAutores:Andres G. Abad, PhD, Cristina L. Abad, Edwin F. Boza, Harold Aragon, Jorge Cedeño, Jorge R. Murillo, Xavier AndradeFuentes:scopusSpatial 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