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Communications in Computer and Information Science(2)
IIE Annual Conference and Expo 2014(2)
Proceedings of the 2016 Industrial and Systems Engineering Research Conference, ISERC 2016(2)
2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence, ColCACI 2018 - Proceedings(1)
2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings(1)
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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:scopusComplexity metrics for mixed model manufacturing systems based on information entropy
ArticleAbstract: Mixed model manufacturing systems are increasingly used to meet global competition by providing a brPalabras claves:coefficient constraint, Communication systems, complexity metrics, information entropy, information theory, Manufacturing systems, mixed model assembly lines, MMAL, mutual information, product variety, QualityAutores:Andres G. Abad, PhD, Jin J.J.Fuentes:googlescopusA 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: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:googlescopusAlgebraic expression of system configurations and performance metrics for mixed-model assembly systems
ArticleAbstract: One of the challenges in the design and operation of a mixed model assembly system (MMAS) is the higPalabras claves:Algebraic expression, Complexity, mixed model assembly, modular assembly systems, product variety, system configuration modelAutores:Andres G. Abad, PhD, Guo W., Jin J.J.Fuentes:googlescopusDesign and evaluation of a gamified system for ERP training
ArticleAbstract: Enterprise Resource Planning Systems (ERP) facilitate the flow of information within a company by stPalabras claves:ERP systems, Gamification, Learning, SATISFACTION, User trainingAutores:Andres G. Abad, PhD, Isabel AlcivarFuentes: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:googlescopus