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2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings(1)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
Communications in Computer and Information Science(1)
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ICPE 2017 - Proceedings of the 2017 ACM/SPEC International Conference on Performance Engineering(1)
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A 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 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: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:googlescopusDeep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles
Conference ObjectAbstract: Motivated by the promising advances of deep-reinforcement learning (DRL) applied to cooperative multPalabras claves:Heterogeneous fleet, reinforcement learning, VEHICLE ROUTING PROBLEMAutores:Andres G. Abad, PhD, Jose Manuel VeraFuentes:googlescopusDynamic 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: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