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08h15
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Openning Session

María Augusta Hermida, PhD - Jorge Maldonado, PhD

08h45
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Keynote Speaker

Learning Analytics and Artificial Intelligence: Opportunities and Hazards

Expert: Xavier Ochoa, PhD

09h45
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Keynote Speaker

The University in an AI-driven World

Expert: Carlos Alario, PhD

10h45

Coffee Break

11h00
Parallel sessions

11h00 – 11h20

Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-driven Analysis with Clustering and Biplot Techniques


 

11h20 – 11h40

Human Trafficking in Social Networks: A Review of Machine Learning Techniques


 

11h40 – 12h00

Exploring the Performance of Deep Learning in High-Energy Physics


 

12h00 – 12h20

Human actions recognition system based on Neural Networks


 

12h20 – 12h40

Human actions recognition system based on Neural Networks


 

12h40 – 13h00

The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies


11h00 – 11h20

Brainwaves communication system for people with reduced mobility and verbal impairment


 

11h20 – 11h40

Advanced metrics to evaluate autistic children’s attention and emotions from facial characteristics using a human-robot-game interface


 

11h40 – 12h00

Performance analysis of You Only Look Once, RetinaNet, and Single Shot Detector applied to vehicle detection and counting


 

12h00 – 12h20

Tumor kidney segmentation from CT images using residual U-net architecture


 

12h20 – 12h40

Classification of Alzheimer disease’s Severity Using Support Vector Machine and Deep Feature Extraction of Convolutional Neural Networks: a Contrasting of Methodologies


 

12h40 – 13h00

Optimal location of the electric vehicle charging stands using multi-objective evolutionary algorithms: Cuenca city as a case study


Wireless Hacking with Microcontrolers
  • Darío Valarezo – UIDE
  • Jessica Valencia – ISTDAB
  • Gabriela Mendieta – ISTS
  • Manuel Quiñonez – UTPL
 

00h00 – 00h00

Topic
Expert


13h00

Lunch

14h00
Parallel sessions

14h00 – 14h20

Applied Metaheuristics in International Trading: A Systematic Review


 

14h20 – 14h40

Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques


 

14h40 – 15h00

Forecasting the Consumer Price Index of Ecuador using Classical and Advanced Time Series Models


 

15h00 – 15h20

Forecasting PM2.5 concentrations in ambient air using a transformer based neural network


 

15h20 – 15h40

Machine Learning Applied to the Analysis of Glacier Masses


14h00 – 14h20

Detecting Parkinson’s Disease with Convolutional Neural Networks: Voice Analysis and Deep Learning


 

14h20 – 14h40

Hyperparameter Tuning in a Dual Channel U-Net for Medical Image Segmentation


 

14h40 – 15h00

Vitreous Hemorrhage Segmentation in Fundus Images by using an Efficient-UNet Network


 

15h00 – 15h20

A non-invasive portable solution to estimate hemoglobin levels in the blood


 

15h20 – 15h40

Mask R-CNN and YOLOv8 comparison to perform tomato maturity recognition task


Dynamic detection of communities in social networks – Part 1
  • Ramiro Saltos Atiencia – Pontificia Universidad Católica de Valparaíso
  • Richard Weber – Universidad de Chile
 

00h00 – 00h00

Topic
Expert


15h40

Coffee Break

16h00
Parallel sessions

16h00 – 16h20

Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems


 

16h20 – 16h40

Augmenting Data with DCGANs to Improve Skin Lesions Classification


 

16h40 – 17h00

Unraveling the power of 4D residual blocks and transfer learning in violence detection


Dynamic detection of communities in social networks – Part 2
  • Ramiro Saltos Atiencia – Pontificia Universidad Católica de Valparaíso
  • Richard Weber – Universidad de Chile
 

00h00 – 00h00

Topic
Expert


18h30

Cultural Event 2023

08h30
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Keynote Speaker

Shaping a Connected Future: Understanding the current state of 6G Technologies

Expert: Johann Marquez, PhD

09h30
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Keynote Speaker

Data and process analytics: How process mining helps businesses

Expert: Michael Arias, PhD

10h30

Coffee Break

11h00
Parallel sessions

11h00 – 11h20

Diseño y construcción de un prototipo de estación de carga solar para dispositivos móviles


 

11h20 – 11h40

Comparación de metodologías para la predicción del caudal mediante los índices de teleconexión. Caso de estudio: Cuenca del río Paute


 

11h40 – 12h00

Análisis de la Calidad de las Asociaciones de Contaminantes y Variables Meteorológicas por Estacionalidad


 

12h00 – 12h20

Metodología para localizar la Zona de Convergencia Intertropical usando velocidad de viento


 

12h20 – 12h40

El modelo OSeMOSYS y la descarbonización a largo plazo del sector eléctrico en Galápagos


 

12h40 – 13h00

ChatGPT en la Industria Tecnológica: Una Revisión Sistemática de Literatura


11h00 – 11h20

Development of a distributed hydrological model of continuous generation, in a GIS environment


 

11h20 – 11h40

A Domain-Specific Language and Model-Based Engine for Implementing IoT Dash-board Web Applications


 

11h40 – 12h00

Feasibility of using serious MIDI-AM videogames as resources in early childhood education


 

12h00 – 12h20

Search and Visualization of Researcher Networks: Co-authorship in Ecuador


 

12h20 – 12h40

Visualization Models Applied to Atmospheric Pollutants and Meteorological Variables: A Systematic Literature Review


Research 4.0: digital technology for scientific dissemination and editorial management
  • Carlos Ramos – PUCE
  • Janio Jadán – Universidad Indoamerica
  • Hugo Arias – Universidad Indoamerica
 

00h00 – 00h00

Topic
Expert


13h00

Lunch

14h00
Parallel sessions

14h00 – 14h20

Diseño de un Software para Apoyar tareas de Mantenimiento de Equipos de Laboratorio Clínico


 

14h20 – 14h40

Aplicación web para la estimulación de las habilidades auditivas en niños


 

14h40 – 15h00

Modelo de Visualización de Datos de Juegos Serios de Atención y Memoria Cognitiva


 

15h00 – 15h20

Análisis de Clusterización en Datos de Encuestas sobre Ciberacoso


 

15h20 – 15h40

Algoritmo para clasificar la resolución de conflictos en aspirantes


Introduction to cloud processing and machine intelligence with Google Earth Engine
  • Adrian Rodriguez – EcoCiencia
  • Katherine Terán – EcoCiencia
 

00h00 – 00h00

Topic
Expert


15h40

Coffee Break

16h00
Parallel sessions

16h00 – 16h20

Generación de Texto Guía Contra el Acoso y el Ciberacoso


 

16h20 – 16h40

Síntesis Textual de Evaluación para Acoso y Ciberacoso


 

16h40 – 17h00

Modelo Visual del Comercio Externo en Exportaciones Ecuatorianas


 

00h00 – 00h00

Topic
Expert


09h00
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Keynote Talk

Topic

Expert

09h30
Carlos Cueva Tamariz Theater - Virtual: Auditorium 11

Keynote Talk

Topic

Expert

10h00
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Best papers awards

10h20
Carlos Cueva Tamariz Theater - Virtual: Auditorium 1

Closing Ceremony

Jorge Maldonado, PhD; Juan Pablo Carvallo, PhD

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Wireless Hacking with Microcontrollers

This workshop will introduce participants to wireless hacking using microcontrollers, employing techniques such as: spectrum analysis, fake Access Point (AP), fake channel hopping AP, MAC flooding attack, DHCP starvation attack, and more, using MicroPython. During the tutorial, we will examine Wi-Fi vulnerabilities and work with Open-Source applications. Additionally, we will set up cost-effective Open-Source hardware and execute attack vectors using microcontrollers. 

Requirements to attend this workshop:  

  • Web Browser.
  • MicroPython. 
  • Mu y/o Thonny. 

Instructores

Darío Valarezo León

Organizadores

Xavier Ochoa, Ph.D.

New York University

USA

Learning Analytics and Artificial Intelligence: Opportunities and Hazards

The use of Machine Learning and Artificial Intelligence algorithms is not new in education or in Learning Analytics. However, recent advances in generative models, such as massive language models (LLMs), have radically transformed the potential applications of these technologies. In this talk, we will explore the various ways in which generative models, whether in text, images or audio, can be used to create Learning Analytics tools that foster deliberate practice, reflection, self-regulation and creativity in both students and teachers. Likewise, we will also visit possible dystopias resulting from an inadequate application of these models in the educational field.

In this talk we will also evaluate technical (What is possible?), pedagogical (What is beneficial for learning?), and ethical (What is beneficial for the individual and society?) issues. While this talk will not provide definitive answers to these last two questions, it will offer guidelines that each individual can use to address them in his or her own research and teaching practice.

Carlos Alario, Ph.D.

Universidad Carlos III de Madrid

Spain

The University in an AI-driven World

In recent months there has been frenetic activity in the development of Artificial Intelligence (AI)-based tools. Especially due to recent developments in generative AI and the popularization of this term and specific tools in the media and social networks. These tools affect multiple sectors and higher education is definitely one of them.

Content generation, student support, assessment and certification of knowledgecompetencies, and also research in education are strongly impacted by these new tools. Universities must modify their structures and processes to cope with these new changes, without forgetting the adequate training of teaching staff and taking into account the ethical aspects related to the use of AI-based tools. This talk collects some of the most recent advances in this field, which is evolving at a great speed.