7^th International Conference on Applied Informatics

24 to 26 October 2024
Universidad Andrés Bello
Viña del Mar, Chile

Accepted Papers

Artificial Intelligence

• Artificial Intelligence-Based Quantification and Prognostic Assessment of CD3, CD8, CD146, and PDGF-Rβ Biomarkers in Sporadic Colorectal Cancer
  Florencia Adriana Lohmann, Martín Isac Specterman Zabala, Julieta Natalia Soarez, Maximiliano Dádamo, Mónica Alejandra Loresi, María de las Nieves Diaz, Walter Hernán Pavicic, Marcela Fabiana Bolontrade, Marcelo Raúl Risk, Juan Pablo Santino, Carlos Alberto Vaccaro, Tamara Alejandra Piñero
• Automatic differentiation between coriander and parsley using MobileNetV2
  Ian Páez, José Arévalo, Mateo Martinez, Martin Molina, Robinson Guachi, D. H. Peluffo-Ordóñez, Lorena Guachi-Guachi
• Automatic identification of forest areas in the ”Carolina” Park using ResNet50, EfficientNetB0 and VGG16: A case study
  Julian Guapaz, Juan Pablo Jervis, Diego Haro, Jefferson Padilla, Robinson Guachi, D. H. Peluffo-Ordóñez, Lorena Guachi-Guachi
• Core Concept Identification in Educational Resources via Knowledge Graphs and Large Language Models
  Daniel Reales, Rubén Manrique, Christian Grévisse
• Deep Convolutional Neural Network for Autonomic Function Estimation in Intensive Care Patients
  Javier Zelechower, Eduardo San Roman, Ivan Huespe, Valeria Burgos, Jose Gallardo, Francisco Redelico, Marcelo Risk
• Deep Learning Techniques for Oral Cancer Detection: Enhancing Clinical Diagnosis by ResNet and DenseNet Performance
  Pablo Ormeño-Arriagada, Eduardo Navarro, Carla Taramasco, Gustavo Gatica, Juan Pablo Vásconez
• Intrusion Detection: A Comparison Study of Machine Learning Models Using Unbalanced Dataset
  Sunday Ajagbe, Joseph Bamidele Awotunde, Hector Florez
• Machine Learning Operations Applied to Development and Model Provisioning
  Oscar Mendez, Jorge Camargo, Hector Florez
• MultiMF: a Deep Multimodal Academic Resources Recommendation System
  Rafael Tejón, Juan Sanguino, Ruben Manrique
• NetScribed: A deep learning approach for machine-based melody transcription of audio files
  Francois Volschenk, Dustin van Der Haar
• Safeguarding Patient Data: Advanced Security in Wireless Body Area Networks and AI-Driven Healthcare Systems
  Vinesh Thiruchelvam, Reshiwaran Jegatheswaran, Julia Binti Juremi
• YOLO Convolutional Neural Network for Building Damage Detection in Hydrometeorological Disasters Using Satellite Imagery
  César Luis Moreno González, Germán A. Montoya, Carlos Lozano Garzón

Bioinformatics

• Cytosine methylation and demethylation model --- equilibrium point and the influence of enzymes on cytosine forms levels
  Krzysztof Fujarewicz, Karolina Kurasz
• Extraction and selection of multi-omic features for the breast cancer survival prediction
  Daria Kostka, Wiktoria Płonka, Roman Jaksik

Cloud Computing

• Migration from On-Premises to Cloud: Challenges and Opportunities
  Rossana M. C. Andrade, Wilson Castro, Leonan Carneiro, Erik Bayerlein, Icaro S. de Oliveira, Pedro A. M. Oliveira, Ismayle S. Santos, Tales P. Nogueira, Victória T. Oliveira

Data Analysis

• Application of Predictive Techniques for Startup Survival: The Ecuadorian Case
  Marcos Espinoza, Alejandra Colina Vargas
• Assessing Player Contributions in League of Legends Matches: An Analytical Approach
  Cesar Diaz, Manuel Perez Parra, Pau Soler Valadés, Aitor Mier Pons
• Improvement of Acute and Chronic Nutritional Status by supplying a Metabolic Biostimulator to Children in High Risk of Malnutrition. Introducing a Technological Platform to Enable Automatic Analyses and Reporting
  Juan Sebastian Serrano, Fernando Yepes-Calderon
• Relationship between demographic, geographical and access to health services factors
  Jhonatan Ortega, Johanna Torres, Cesar O. Diaz, Fernando Soler
• RGB Image Reconstruction for Precision Agriculture: A Systematic Literature Review
  Christian Unigarro, Hector Florez

Decision Systems

• Developing AI-Driven Cross-Platform Geolocation for Enhanced Strategic Decision-Making
  Angel Fiallos
• From Data to Decisions: Performance Evaluation of Retail Recommender Systems
  Juan Alberto Blanco-Serrano, Ixent Galpin
• Optimizing Fraud Detection in Traffic Accident Insurance Claims through AI Models: Strategies and Challenges
  Luis Miguel Mora-Escobar, Ixent Galpin

Game Development

• Code Legends: RPG Game as a Support Tool for Programming in High School
  Alailson E. S. Gomes, Vitor Márcio D. Mota, Pedro Almir M. Oliveira
• Development of mental agility mini-games in a video game for early detection of mild cognitive impairment: an innovative approach in mental health
  Gustavo Adolfo Lemos Chang, María de Lourdes Díaz Carrillo, Manuel Osmany Ramírez Pírez

Health Care Information Systems

• Clustering-based Health Indicators for Health-related Quality of Life
  Pedro A. M. Oliveira, Rossana M. C. Andrade, Pedro A. Santos Neto, Ismayle S. Santos, Evilasio C. Junior, Victória T. Oliveira, Nadiana K. N. Mendes
• Comprehensive Monitoring System for High-Risk Pregnancies
  Santiago Paeres, German Montoya, Carlos Andres Lozano Garzon
• Development of a Software Prototype for Assisting People with Quadriplegia: An Approach Based on Interface Analysis and Computer Vision
  Braian F. Ramírez, Daniel E. Torres, Lisseth T. Quilindo, Óscar A. Méndez

Interdisciplinary Information Studies

• Analyzing emotional and attentional responses to promotional images using a remote eye-tracker device and face-reading techniques
  Mariana Gómez-Mejía, Guillermo Rodríguez-Martínez
• Effect of Early Intervention on Students in a CS1 Programming Course
  Jose Miguel Llanos-Mosquera, Julian Andres Quimbayo-Castro, Edisney Garcia-Perdomo, Alvaro Hernan Alarcon-Lopez
• Impact of face inversion on eye-tracking data quality: a study using the Tobii T-120
  Guillermo Rodríguez-Martínez
• Implementation of the ISP (In System Programming) method for data recovery on mobile devices
  Lidice Haz, Jenny Garzón Balcazar, Jaime Orozco Iguasnia, Carlos Sánchez
• Test and validation of a corn grain cleaning and sorting machine with smart system integration for agricultural production in Cabanaconde – Peru
  Bryan Antony Quinta Ccosi

Learning Management Systems

• Aids to Navigation: Learning resource in seafaring practices and contribution to the safety of vessels in the Province of Santa Elena
  Melannie Ortega, Rosalba Rodríguez, Jazmín Mena, Byron Albuja
• RasPatient Pi: A Low-cost Customizable LLM-based Virtual Standardized Patient Simulator
  Christian Grévisse
• User Experience Insights from a Virtual Reality Application for Second Language Learners
  Cristina Suarez-Pareja, Alix E. Rojas

Natural Language Processing

• Developing Nigeria Multilingual Languages Speech Datasets for Antenatal Orientation
  Sunday Adeola Ajagbe
• Statistical modeling of discourse genres: the case of the opinion column in Spanish
  Rogelio Nazar
• Metaphor identification and interpretation in corpora with ChatGPT
  Eduardo Puraivan, Irene Renau, Nicolás Riquelme

Social and Behavioral Applications

• Development of a Portable Educational Mechatronic Device to Improve Attention and Memory in Children with Attention Deficit Hyperactivity Disorder (ADHD) from the Age of Three - Nubox
  Angie Luisa Herrera Poma, Alexander Carlos Mendoza Puris, Jose Alexis Del Aguila Ramos
• Emotions, Attitudes, and Challenges in the Perception of Artificial Intelligence in Social Research
  Simone Belli, Marcelo Leon
• Towards an Academic Social Network to Support Students Decision Making Processes
  Hector Florez, Dana Macias

Software and Systems Modeling

• Design of a functional block for testing analog and mixed-signal integrated circuits
  José L. Simancas-García, Farid A. Meléndez-Pertuz, Ramón E. R. González, César A. Cárdenas, César Mora, Carlos Andrés Collazos Morales
• Events Correlations for Fault Identification in GPON Networks
  Manoel Lopes Filho, Danilo Vasconcelos, Rossana Andrade, Alex Ramos, Ismayle Santos

Software Architectures

• A Study of Software Architects’ Cognitive Approaches: Kolb’s Learning Styles Inventory in Action
  Mauricio Hidalgo, Hernán Astudillo, Laura M. Castro
• Implementing Free TLS Certificates for Virtual Services: An Experimental Approach in Proxmox VE
  Milton Escobar, Verónica Tintín, Raul Gallegos
• NOTORIOUS: agNOsTic sOftware aRchItecture fOr aUtomated diagnoSis for GPONs
  Ronaldo T. P. Milfont, Rubens A. S. Sousa, Rossana M. C. Andrade, Danilo R. Vasconcelos
• Performance Analysis of MIMO-OFDM Systems in 5G Wireless Networks
  Akande Hakeem Babalola, Oloyede Ayopo Abdulkarim, Shakirat Aderonke Salihu, Taibat O. Adebakin
• SST: A Tool to Support the Triage of Security Smells in Microservice Applications
  Francisco Ponce, Andrea Malnati, Roberto Negro, Francesca Arcelli Fontana, Hernán Astudillo, Antonio Brogi, Jacopo Soldani

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