Browsing Licenciatura by Subject "Machine learning"
Now showing items 1-7 of 7
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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, ... -
Comparación de técnicas de machine learning para detección de sitios web de phishing
(Universidad de Lima, 2021)Acceso abiertoPhishing is the theft of personal data through fake websites. Victims of this type of theftar e directed to a fake website, where they are asked to enter their data to validate their identity. At that moment, theft is ... -
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 ... -
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 ... -
Service model under the lean service and machine learning approach to increase external user satisfaction: a case study in the health sector smes in Peru
(Universidad de Lima, 2023)Acceso abiertoIn managing health services, one of the crucial factors is user satisfaction, from how the service is perceived and behaves to what is expected and what is obtained from the quality of care [1]. Furthermore, in good ... -
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)Acceso abiertoIn 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 ...