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Pedestrian detection has multiple applications as video surveillance, automatic driver-assistance systems in vehicles or visual control of access. This task is challenging due to presence of factors such as poor lighting, occlusion or uncertainty in the environment. Deep learning has reached many...


Peralta Márquez, BillyParra Coloma, LucianoCaro Saldivia, LuisIEEE[Evaluation of Stacked Autoencoders for Pedestrian Detection]Evaluation of Stacked Autoencoders for Pedestrian Detection

This paper presents the results of a study designed to determine how teachers working in vulnerable school situations evaluate their teacher training. The research was undertaken using an objective methodology, applying a Likert type of additive scale to a sample of teachers (n=30) in Chile's Ara...


Turra Díaz, OmarValdebenito Zambrano, VanessaTorres Vásquez, AngélicaAlevriadou, A[Teaching competencies for performing in school vulnerability contexts in Chile]Teaching competencies for performing in school vulnerability contexts in Chile

The development of SIP protocols has allowed for the implementation of IP telephone services, which have been using existing data connectivity infrastructures since the early 21st century. However, while there' currently a large variety of solutions and devices, there is no noticeable movement to...


Mellado Gatica, AlejandroLévano Huamaccto, MarcosFernandez, MFLefranc, GHPerez, R[Integration of IP telephony with SIP standards and connectivity peering: case study of Catholic University of Temuco]Integration of IP telephony with SIP standards and connectivity peering: case study of Catholic University of Temuco

The competences-based training arises from the company as an educational strategy that addresses the shortcoming claimed by the labor market, in relation to the poor development of many skills in computer science engineers. Some strategies that allow to validate soft skills in a competency-based ...


Lévano Huamaccto, MarcosHerrera Gamboa, OrielIEEE[Validation Strategies of Competences in a Computer Science Curriculum]Validation Strategies of Competences in a Computer Science Curriculum

This study aims to apply the Durbin-Willshaw elastic net using parallel algorithms in order to solve the Traveling Salesman Problem (TSP) through a Beowulf cluster architecture for High-Performance Computing. The solutions for the TSP for the different number of cities are achieved by the minimiz...


Lévano Huamaccto, MarcosAlbornoz, AndreaJayne, CIliadis, L[Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture]Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture

The high rate of university dropout and low graduation rates are very relevant social problems today. Since there are many possible causes of desertion and university graduation, in this paper, we propose to find, analyze and weigh the factors that allow predicting if a student will drop out or g...


Peralta Márquez, BillyPoblete, T.Caro Saldivia, LuisIEEE[Automatic Feature Selection for Desertion and Graduation Prediction: A Chilean Case]Automatic Feature Selection for Desertion and Graduation Prediction: A Chilean Case

Currently, human-computer interfaces have a number of useful applications for people. The use of electromyographic signals (EMG) has shown to be effective for human-computer interfaces. The classification of patterns based on EMG signals has been successfully applied in various tasks such as moti...


Caro Saldivia, LuisSilva, CamiloPeralta Márquez, BillyHerrera Gamboa, OrielBarrientos, SergioBravo, JHervas, RVillarreal, V[Real-Time Recognition of Arm Motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor]Real-Time Recognition of Arm Motion Using Artificial Neural Network Multi-perceptron with Arduino One MicroController and EKG/EMG Shield Sensor

The development of generic skills in engineering education is a demand already established by the industry. In the Unversidad Catolica de Temuco, since 2008, a new educational model has been defined, which is a competency-based model. Therefore, each curriculum must define their programs in terms...


Herrera Gamboa, OrielMellado Gatica, AlejandroMejías Lagos, PatriciaIEEE[ICT and virtual communities of practice. A collaborative strategy for developing generic skills]ICT and virtual communities of practice. A collaborative strategy for developing generic skills

Currently, a large amount of data is generated in the telemetry sector of vehicles in cities due to the continuous monitoring of vehicle trajectories through multiple sensors. Some trajectories generated by the sensors turn out not to correspond to the reality due to artefacts such as buildings, ...


Soria, RichardCaro Saldivia, LuisPeralta Márquez, BillyIEEE[Outlier Detection on Vehicle Trajectories in Santiago, Chile using Unsupervised Deep Learning]Outlier Detection on Vehicle Trajectories in Santiago, Chile using Unsupervised Deep Learning

The aim has been to explore the meaning of the concept 'social skills' from the perspective of principals and teachers that have a role in educational contexts. Using a descriptive design the technique of natural semantic networks was applied to a convenience sample of 81 subjects of the Araucani...


Tapia Gutiérrez, Carmen Cubo-Delgado, SixtoAlevriadou, A[Social skills for the teaching performance in Chile: perceptions of teachers and principals]Social skills for the teaching performance in Chile: perceptions of teachers and principals

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