Listar por autor "García López, Yván Jesús"
Mostrando ítems 1-10 de 10
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Application of the Use of Time Series Models: Tropospheric Nitrogen Dioxide (NO2) in Different Meteorological Systems in Two Districts of the City of Lima
Molina Cueva, Airton Fabrizio; Cueva Roldan, Renzo Aaron; García López, Yván Jesús; Quiroz Flores, Juan Carlos (Seventh Sense Research Group, 2023)Acceso abiertoThis research will address air pollution, a severe problem in all world cities, because it negatively affects people's health and deteriorates the ecosystem. NO2 is a gas linked to acid rain formation and various reactions ... -
Big data classification using fuzzy logical concepts for paddy yield prediction
Roca Cedeño, Jacinto Alex; García López, Yván Jesús; Neira-Molina, Harold; Morales-Ortega, Roberto; Combita-Niño, H.; Choque Flores, Leopoldo (Eskisehir Osmangazi University, 2021)Acceso abiertoTime association data has been critical to the exploration field of paddy yield forecast. At durations the path of recent many years, countless flossy legitimate time arrangement. For this reason, this paper canters round ... -
Comparison of the machine learning and AquaCrop models for quinoa crops
Chumbe Llimpe, Rossy Jackeline; Silva Paucar, Stefany Dennis; García López, Yván Jesús (Czech Academy of Agricultural Sciences, 2023)Acceso abiertoOne of the main causes of having low crop efficiency in Peru is the poor management of water resources; which is why the main objective of this article is to estimate the amount of irrigation water required in quinoa crops ... -
Improving Demand Analysis and Supply Chain Management for Hair Products During the COVID-19 Pandemic: A Machine Learning Approach
Kato Yoshida, Valeria Midori; Mosquera Mendoza, Ivone Brigiethe; García López, Yván Jesús; Quiroz Flores, Juan Carlos (Seventh Sense Research Group, 2023)Acceso abiertoThis research analyzes the demand for hair care products during the COVID-19 pandemic. Two forecasting models, Arima and Sarima, based on Machine Learning technology, were proposed to improve data analysis and supply chain ... -
Improving Demand Forecasting by Implementing Machine Learning in Poultry Production Company
Garcia Arismendiz, Joaquin Antonio; Huertas Zúñiga, Sandra Larissa; Lizárraga Portugal, Carlos Augusto; Quiroz Flores, Juan Carlos; García López, Yván Jesús (Seventh Sense Research Group, 2023)Acceso abiertoThe use of manual methods to forecast demand in perishable food companies is generally subject to the variability of internal and external factors in the company, causing excess inventories and significant monetary losses, ... -
Minimization of Smashed Products in Sustenance Industries by Lean and Machine Learning Tools
Carbajal Vásquez, Keysi Alejandra; Piscoya Alvites, Renato Alejandro; Quiroz Flores, Juan Carlos; García López, Yván Jesús; Nallusamy, S. (Seventh Sense Research Group, 2023)Acceso abiertoThis study focuses on developing a solution to one of the main problems in the food sector, product deterioration, often due to poor inventory management, low turnover, and lack of shelf-life control, among other causes. ... -
MonipezApp: prototipo de monitoreo para optimizar los procesos de captura artesanal, en tiempo real, a fin de mejorar la productividad del pescador artesanal en la caleta de Chorrillos
Bedón Monzón, Héctor Manuel; Carhuancho Lucen, Ciro; García López, Yván Jesús; Saettone Olschewski, Erich Arturo; Delgado García, Miguel Oswaldo (Universidad de Lima, Instituto de Investigación Científica, 2019)Acceso abiertoEl proyecto MonipezApp busca desarrollar un sistema que le permita al pescador artesanal conocer, en tiempo real, la ubicación de cardúmenes en las zonas de pesca, así como registrar la producción pesquera y garantizar ... -
Proyección climática para el periodo 2006-2075 para el valle de Jauja, simulada por la intercomparación de modelos acoplados CSIRO Mk 3.0, MIROC-ESM y CNRM de fase 5 (CMIP5)
García López, Yván Jesús; Bedón Monzón, Héctor Manuel; Durán Gómez, Moisés (Universidad de Lima, Facultad de Ingeniería Industrial, 2022)Acceso abiertoSe evaluaron los datos climáticos para el valle de Jauja, región Junín, sierra central del Perú para el siglo xxi, como lo simulan los modelos climáticos utilizados en la fase 5 por la intercomparación de modelos acoplados ... -
Retail Distribution using Georeferenced Systems and Genetic Algorithms for Product Delivery. Case study.
Taquía Gutiérrez, José Antonio; García López, Yván Jesús (International Hellenic University, School of Science, 2023)Acceso abiertoThis paper presents the difference in the performance of the genetic algorithm and the nearest neighbor algorithm applied in a case study of a food distribution company in the city of Lima. A descriptive methodology was ... -
Traditional Machine Learning based on Atmospheric Conditions for Prediction of Dengue Presence
Sánchez López, Brenda Sofía Zoila; Candioti Nolberto, Daniela; Taquía Gutiérrez, José Antonio; García López, Yván Jesús (Centro de Investigación en Computación del Instituto Politécnico Nacional, 2023)Acceso abiertoThe dengue virus has become an increasingly critical problem for humanity due to its extensive spread. This is transmitted through a vector that sprouts in certain climatic conditions (tropical and subtropical climates). ...