Listar Tesis por asesor "García López, Yván Jesús"
Mostrando ítems 1-11 de 11
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A Product Network Analysis Using A Priori Algorithm for Extending the Market Basket in Retail
(Universidad de Lima, 2023)Acceso abiertoMarket basket analysis provides an insight into customer consumption patterns and trends in the industry. These will be achieved by analyzing and studying the performance of the large datasets of transactions made by ... -
An explainable machine learning model to optimize demand forecasting in Company DEOS
(Universidad de Lima, 2023)Acceso abiertoNowadays, having an accurate demand forecast is extremely important as it allows the company to manage resources in an optimal way and thus achieve greater productivity. There is a large demand for accurate forecasting, ... -
Bibliometric Analysis of Publications Related to the Implementation of Agile Methodologies In Project Management in IT Companies, in the Period 2010-2021
(Universidad de Lima, 2023)Software development in IT companies is a whole process, so it is important to define the ideal methodology before starting a project. This study describes the literature on project management in 2 periods 2010-2019 and ... -
Bibliometric analysis of publications related to the pharmaceutical supply chain before and after the Covid-19 pandemic in the period 2010-2021
(Universidad de Lima, 2022)The pharmaceutical industry has undergone changes in the management of its logistics processes, making it vulnerable to disruptions such as the Covid-19 pandemic. This study compares the scientific production on the ... -
Bibliometric analysis of publications related to the production of furfural from lignocellulosic biomass in the period 2015-2021
(Universidad de Lima, 2023)Acceso abiertoThe objective of this research article is to present the results of the literature review of furfural production, to determine the optimal production conditions, potential uses and relevance for the scientific community ... -
Digital twins application in the post-harvest supply chain of fruits and vegetables: A systematic review of the literature
(Universidad de Lima, 2023)The paper focuses on the use of digital twins as a tool to assist in the management of fruits and vegetables supply chains. Problems such as the perishability of food, the complicated coordination between the different ... -
Fitorremediación para recuperar suelos contaminados por metales pesados: discusión de revisión sistemática
(Universidad de Lima, 2023)Acceso abiertoLa contaminación de suelos por metales es un problema ambiental y la fitorremediación ha probado ser una técnica que promete la recuperación de estos suelos. Aun así, la selección de especies para hacer usadas en la ... -
Machine Learning: Comparison of algorithms for determining water quality in the Rímac river
(Universidad de Lima, 2021)Acceso abiertoThe evaluation of the quality of the water in rivers is necessary to manage the efficiency of its use, being necessary to carry out physicochemical and biological analyzes to determine its healthiness, but it implies in ... -
Use of a Machine Learning model for the reduction of BackOrders in the Cross Docking sales process for the Homecenter Order Service
(Universidad de Lima, 2023)In this work, it is necessary to analyze the increase of Back Order in the attention of crossdocking orders in the attention of Homecenter customers due to the lack of definition of purchase planning processes, resulting ... -
Uso de Aprendizaje Automático para predecir la utilidad en la distribución de GLP en Lima Metropolitana
(Universidad de Lima, 2023)Acceso restringidoThe present descriptive quantitative research tries to find out which machine learning model is the most efficient to predict the utility of a bulk liquefied petroleum gas trading company in Metropolitan Lima. To determine ... -
Waste management in the peruvian fishery industry before and after covid-19. Bibliometric analysis period 2001-2021
(Universidad de Lima, 2023)Acceso abiertoThe research performs an analysis of waste management in the fishing industry and its relationship with the Peruvian industry through a systematic review of the literature and the use of the VOSviewer software to generate ...