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A 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:scopusCollaborative 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: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: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:googlescopusEstimation of expected human attention weights based on a decision field theory model
ArticleAbstract: Modeling human decision making behavior is of great interest in understanding how a decision maker wPalabras claves:Adaptive learning, Attention weight, Decision field theory, Decision Making, Dynamic deliberation process, sequential estimationAutores:Andres G. Abad, PhD, Jin J.J., Son Y.Fuentes: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:googlescopusSimulating retail stores in Latin America to improve productivity
Conference ObjectAbstract:Palabras claves:Autores:Andres G. Abad, PhD, Christian SilvaFuentes: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:scopus