Publications

Evaluating Policies to Improve Relational-Level Learning in Engineering Mathematics: An Approach based on Machine Learning and the Monte Carlo Method

I Caicedo-Castro, R Castro-Púche, O Vélez-Langs

GPTMB 2026 The Third International Conference on Generative Pre-trained …

2026

A Monte Carlo Approach to Forecasting the 2026 Colombian Presidential Run-Off Election

I Caicedo-Castro

HAL Open Science

2026

Estimating the Risk of Failing Physics Courses Through Machine Learning and Monte Carlo Simulation

I Caicedo-Castro, R Castro-Púche, S Castaño-Rivera

International Journal on Advances in Systems and Measurements 19 (1 & 2), 49-60

2026

Identifying Factors that Increase the Risk of Demotivation in Scientific Computing Courses Using Monte Carlo Methods

I Caicedo-Castro, R Castro-Púche, O Vélez-Langs

International Journal on Advances in Systems and Measurements 18 (3 & 4 …

2025

Estimating the Risk of Failing Physics Courses through the Monte Carlo Simulation

I Caicedo-Castro, R Castro-Púche, S Castaño-Rivera

GPTMB 2025 - The Second International Conference on Generative Pre-trained …

2025

Adverse fetal and perinatal outcomes associated with Zika virus infection during pregnancy: an individual participant data meta-analysis

EA Pérez, JA Ticona, J Alger, CA Aranda, AA Niño, E Ansusinha, T Araújo, ...

EClinicalMedicine 83

2025

Using the Monte Carlo Method to Estimate Student Motivation in Scientific Computing

I Caicedo-Castro, O Vélez-Langs, R Castro-Púche

PATTERNS 2025, The Seventeenth International Conferences on Pervasive …

2025

Etnoeducación e interculturalidad: una perspectiva normativa e investigativa

I Caicedo Castro, JC Ramos, R Doria Correa, R Castro Puche

2025

An Empirical Study of Machine Learning for Course Failure Prediction: A Case Study in Numerical Methods

I Caicedo-Castro

International Journal on Advances in Intelligent Systems 17 (1 & 2), 25-37

2024

Tuning data mining models to predict secondary school academic performance

W Hoyos, I Caicedo-Castro

Data 9 (7), 86

2024

Quantum Course Prophet: Quantum Machine Learning for predicting course failures: A case study on numerical methods

I Caicedo-Castro

International Conference on Human-Computer Interaction, 220-240

2024

Course prophet: a system for predicting course failures with machine learning: a numerical methods case study

I Caicedo-Castro

Sustainability 15 (18), 13950

2023

Course Prophet: A Machine Learning-Based System for Early Prediction of Student Failure in Numerical Methods Course in the Bachelor’s Degree in Engineering at the University of …

I Caicedo-Castro

Preprints

2023

Article Not peer-reviewed version

I Caicedo-Castro

2023

Forecasting Failure Risk in Early Mathematics and Physical Science Courses in the Bachelor's Degree in Engineering

I Caicedo-Castro, M Macea-Anaya, CR Samir

IARIA Congress 2023 - International Conference on Technical Advances and …

2023

Analysis of the Public Health Service in Bogotá, Colombia: a Study Based on Customer's Complains and Using Unsupervised Learning Algorithms

S Quinchia-Lobo, D Salazar-Gonzalez, D Salas-Álvarez, ...

Position Papers of the 18th Conference on Computer Science and Intelligence …

2023

Early Forecasting of At-Risk Students of Failing or Dropping Out of a Bachelor's Course Given Their Academic History - The Case Study of Numerical Methods

I Caicedo-Castro, M Macea-Anaya, S Castaño-Rivera

PATTERNS 2023 The Fifteenth International Conferences on Pervasive Patterns …

2023

Early Risk Detection of Bachelor's Student Withdrawal or Long-Term Retention

I Caicedo-Castro, O Vélez-Langs, M Macea-Anaya, S Castaño-Rivera, ...

IARIA Congress 2022: International Conference on Technical Advances and …

2022

Recommender systems for an enhanced mobile e-learning

O Vélez-Langs, I Caicedo-Castro

International Conference on Human-Computer Interaction, 357-365

2019

Zika virus disease, microcephaly and Guillain-Barré syndrome in Colombia: Epidemiological situation during 21 months of the Zika virus outbreak, 2015–2017

N Méndez, M Oviedo-Pastrana, S Mattar, I Caicedo-Castro, G Arrieta

Archives of Public Health 75 (1), 65

2017

Zika virus disease, microcephaly and Guillain-Barré syndrome in Colombia: epidemiological situation during 21 months of the Zika virus outbreak, 2015–2017

ND Méndez Álvarez, ME Oviedo Pastrana, AS Mattar Velilla, ...

2017

Discovering Services through Information Retrieval Models

I Caicedo-Castro

2016

S³niffer: un système de recherche de service basé sur leur description

I Caicedo-Castro

Université Grenoble Alpes (ComUE)

2015

Offering Context-Aware Personalised Services for Mobile Users

MC Fauvet, S Kamath, IB Caicedo-Castro, P Na-Lumpoon, A Lbath, ...

International Conference on Service-Oriented Computing, 495-498

2015

A Description-Based Service Search System

IB Caicedo-Castro, MC Fauvet, H Duarte-Amaya

Service-Oriented Computing-ICSOC 2014 Workshops: WESOA; SeMaPS, RMSOC, KASA …

2015

Toward the highest effectiveness in text description-based service retrieval

IB Caicedo-Castro, MC Fauvet, A Lbath, H Duarte-Amaya

Document numérique 18 (2), 155-177

2015

A Framework for Discovering and Automatically Composing Services

MC Fauvet, IB Caicedo-Castro, P Na-Lumpoon, A Lbath

ICSOC-demo session

2015

Applying a family of IR models to text description-based service retrieval

I Caicedo-Castro, MC Fauvet, A Lbath, H Duarte-Amaya

CORIA

2015

CodeRAnts: A recommendation method based on collaborative searching and ant colonies, applied to reusing of open source code

I Caicedo-Castro, H Duarte-Amaya

Ingeniería e Investigación 34 (1), 72-78

2014

Context-aware service discovering system for nomad users

PN Lumpoon, M Lei, I Caicedo-Castro, MC Fauvet, A Lbath

7th International Conference on Software, Knowledge, Information Management …

2013

Determinación de Propiedades Termofísicas de Alimentos en Función de la Concentración y la Temperatura empleando un Programa Computacional

A Alvis, I Caicedo, P Peña

Información tecnológica 23 (1), 111-116

2012

MOOSE, MOdel-Oriented development of software product line based on SErvices

I Caicedo-Castro, H Duarte

17th International Congress on Computer Science Research, 313--326

2011

Determinación del Coeficiente de Transferencia de Calor a Través de una Aplicación de Computadoras

A Alvis, I Caicedo, P Peña

Información tecnológica 21 (5), 13-20

2010

A tool for enabling multimodal access to WWW resources from several devices

IB Caicedo Castro, F Rueda Fajardo

Ingeniería e Investigación 28 (3), 53-57

2008

Interfaces Multimodales y Multidispositivo aplicados a WWW

I Caicedo-Castro

2008

Herramienta para habilitar el acceso multimodal a recursos de la WWW desde diversos dispositivos

I Caicedo-Castro

Universidad de Los Andes

2007

Transformando la educación rural de Montería a través de la tecnología

MA Palomino Hawasly, GI Osorio Orozco, IC Muñoz Vargas, ...

Universidad de Córdoba