ICAI

Cognitive Architecture for learning in Autonomous Agents: A Study in Discrete Navigation
Jorge Hernandez, María F. Pollo-Cattaneo, Diego Peluffo, Hector Florez
Conversational System for Feline Behavior Analysis using Retrieval-Augmented Generation
Jimmy Fernandez-Clavijo, Ixent Galpin
From Text to Decision: A GenAI Framework for Strategic Evaluation of Funding Opportunities
Yeersainth Figueroa-Gómez, Ixent Galpin
Multifactorial Modeling of High-impact Crime Reporting in Colombian Municipalities Using Machine Learning Techniques
Juan David Roncancio Chavarro, Sandra Patricia Barragán Moreno, Leandro González Támara
Systematic Review of Artificial Intelligence Applications in the Stability Assessment of Volcanic Caves
Josué Briones-Bitar, Ruben Galindo, Luis Jordá-Bordejore, Paúl Carrión-Mero
Thermal Behavior Analysis in Wind Turbines using Statistical Methods and Artificial Intelligence Techniques
Leandro L. Lorente-Leyva, Yorley Arbella-Feliciano, Roberto Pérez-Rodríguez, Diego H. Peluffo-Ordóñez

A Bin-Packing strategy for scaling electricity consumption in scenarios with distributed generation
Frederico Ribeiro, Brunno Bachmann, Erich Potrich, Raphael Gomes
A Hybrid Machine Learning Approach to Predict Barrier Profiles in Youth with Physical Disabilities
Julian Andres Quimbayo Castro, Jose Miguel Llanos Mosquera, Alvaro Hernan Alarcon Lopez, Edisney García Perdomo, Willians Aguilar Rodriguez
Analyzing Retrieval Scaling in RAG Systems for Complex QA Benchmarks
Jhon Rayo, Rubén Manrique
Comparison of popular machine learning models for pandemic prediction
Sunday Adeola Ajagbe, Smanga Buthelezi, Pragasen Mudali, Matthew O. Adigun
Introducing an IoT-based strategy to measure athletes in field testing automatically
Daniel Alejandro Choco Carabali, Juan Sebastian Serrano Fontecha, Daniel Santiago Forero Arévalo, Asfur Barandica Lopez, Fernando Yepes Calderón
Strategic Design and Optimization of Logistics Networks in Mexico: A Multivariate Analysis Approach
Mariángel García-Tarango, José Alejandro Jano-Pérez, Santiago-Omar Caballero-Morales

A Lightweight Deep Feature Fusion and PCA-Optimized Random Forest Framework for Multi-Class Potato Leaf Disease Classification
Roseline Ogundokun, Pius Owolawi, Etienne Van Wyk
A Semi-Automatic Method for Topic Discovery and Trend Analysis Across Text Corpora
Fernando Muraca, María F. Pollo-Cattaneo, Hernán Astudillo
Comparison of Statistical, Machine Learning, and AI-Based Models for Bitcoin (BTC) Price Prediction: A Multi-Algorithmic Evaluation
Christiam Alejandro Niño Peña, Jorge Aurelio Herrera Cuartas
Distributed Semantic Cache Coordination for Retrieval-Augmented Generation Systems
Hardik Ruparel, Tatsat Patel
Preliminary Evaluation of Vision-Language Models for Fall Detection
Oumaima Guendoul, Adil Bahaj, Youness Tabii, Rachid Oulad Haj Thami
Transforming Business Strategies with AI-Driven Pre-dictive Analytics and Ethical Data Practices
R. Sathish, P. Kanimozhi, Temitope Adeyanju, Adekunle O. Ejidokun, T. Ananth Kumar, Sunday Adeola Ajagbe, Matthew O. Adigun

Evaluating the Role of Density-Based Spatial Clustering in Enhancing Wildfire Classification: A Case Study in Maule, Chile
Ernesto Eduardo Vivanco Tapia, Hernán Astudillo

A Comparative Analysis of Deep Transfer Learning and Traditional Handcrafted Feature Approaches for Kidney Disease Classification using Random Forests
Roseline Ogundokun, Pius Owolawi, Etienne Van Wyk
AI in Clinical Research: Menacing Disruption or Catalyst for Cognitive Breakthroughs?
Fernando Yepes Calderón, J. Gordon McComb
Comparative Analysis of Deep Learning Models for NIR Reconstruction from RGB Images in Precision Agriculture
Christian Unigarro, Hector Florez

Evaluating the Efficacy of a Predictive Algorithm for Forecasting Dropout Risk in First-Year Programming
Jose Miguel Llanos-Mosquera, Julian Andres Quimbayo-Castro, Edisney Garcia-Perdomo, Alvaro Hernan Alarcon-Lopez
Poverty's non-linear dynamics: Machine learning analysis of inequality and remittances in Ecuador
Marcos Espinoza, Alejandra Colina
Socioeconomic Factors Influencing Consumer Credit Demand in Mexico
Cristina-Lucero Ixehuatl-Gonzalez, Andrea Moreno-Coello, Santiago-Omar Caballero-Morales

AutoTag & TagMap: LLM-powered Moodle Plugins for Pedagogical Alignment Checks
Christian Grévisse, Claude Braun, José Batista da Costa
Intelligent Virtual Assistant to Facilitate Learning in In-ternational Trade Contexts
Angel Fiallos, Erika Anton

Enhancing Hate Speech Detection in Social Media Images Using Deep Learning and Synthetic Datasets
Nontokozo Manukuza, Skhumbuzo Zwane, Matthew Adigun
ESNLIR: Expanding Spanish NLI Benchmarks with Multi-Genre and Causal Annotation
Johan David Rodríguez Portela, Nicolás Pérez Terán, Rubén Francisco Manrique Piramanrique
Exploring multimodal humor detection in Latin-American Spanish with LS-FUNNY
Eduardo Herrera-Alba, Rubén Manrique
Fine-Grained Emotion Classification in Reddit Mental Health Posts using LLMs
Ixent Galpin, Valery Pamela Orjuela-Llanos
Optimizing Multimodal Language Models through Attention-based Interpretability
Alexander Sergeev, Evgeny Kotelnikov

Evaluating LLM-Based Autonomous Agent Architectures for Task Execution with Social Robots
David Cuevas, Ruben Manrique
Evaluating the RISCV-EC: A Comparative Analysis of Instruction Efficiency and Power Performance for Edge Computing
Víctor Asanza, Guillermo Montesdeoca, Rebeca Estrada, Dagoberto Mayorca-Torres, Moad Hicham Safhi, Diego Hernán Peluffo-Ordóñez
ROS2 pipeline for open-vocabulary object detection and 3D reconstruction on Jetson Orin Nano
Sergio Oliveros, Rubén Manrique

A Methodological Framework for Analyzing the Impact of Changes in Software Projects
María C. Tafur-Preciado, Alix E. Rojas, Hector Florez

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