activity
20222024
most citedOptimization of Energy Consumption Forecasting in Puno using Parallel Computing and ARIMA Models: An Innovative Approach to Big Data Processing

2 citations · 4 across the 6 of their papers we have counts for

collaborators

6 papers

cs.HC2024

Challenges of the QWERTY Keyboard for Quechua Speakers in the Puno Region in Perú

Henry Juarez-Vargas, Roger Mijael Mansilla-Huanacuni, Fred Torres-Cruz

The widespread adoption of the QWERTY keyboard layout, designed primarily for English, presents significant challenges for speakers of indigenous languages such as Quechua, particu…

cs.DC2024★ 2 cited

Optimization of Energy Consumption Forecasting in Puno using Parallel Computing and ARIMA Models: An Innovative Approach to Big Data Processing

Cliver W. Vilca-Tinta, Fred Torres-Cruz, Josefh J. Quispe-Morales

This research presents an innovative use of parallel computing with the ARIMA (AutoRegressive Integrated Moving Average) model to forecast energy consumption in Peru's Puno region.…

cs.DC2023

Optimization of the Analysis of Vital Events Using Threads

Rubi Melania Coasaca Callacondo, Grylia Yaneth Chata Iscarra, Fred Torres-Cruz

Objective: Optimize the time of data analysis of Vital Events (births, deaths and marriages) using Threads. Methodology: A code was created in python without threads and another wi…

eess.IV2023★ 2 cited

Noise Reduction in Medical Images

Sussana M. Florez-Aroni, Mijail A. Hancco-Condori, Fred Torres-Cruz

Objectives: Analyze the types of studies and algorithms that are most applied, Identify the anatomical regions treated. Determine the application of parallel techniques used in stu…

cs.LG2022

Quantum Machine Learning Applied to the Classification of Diabetes

Juan Kenyhy Hancco-Quispe, Jordan Piero Borda-Colque, Fred Torres-Cruz

Quantum Machine Learning (QML) shows how it maintains certain significant advantages over machine learning methods. It now shows that hybrid quantum methods have great scope for de…

cs.IR2022

Unsupervised Learning Algorithms for Keyword Extraction in an Undergraduate Thesis

Fred Torres-Cruz, Edelfre Flores, William E. Arcaya +2

The amount of data managed in many academic institutions has increased in recent years, particularly in all the research work done by undergraduate students, who simply use empiric…