| 2025 | HCI | Assessing AI-Based System Acceptance Through the Design of a Trustworthiness Estimation Tool for Machine Learning Models. | Jonathan Ugalde, Rodrigo Salas, Aurelio Fernndez Bariviera, Mara Paz Godoy |
| 2024 | CIARP | Multilabel Classification of Intracranial Hemorrhages Using Deep Learning and Preprocessing Techniques on Non-contrast CT Images. | Rodrigo Salas, Juan Sebastian Castro, Marvin Querales, Carolina Saavedra, Claudia Prieto, Stren Chabert |
| 2024 | CIARP | Predicting Next Phases of Multi-Stage Network Attacks: A Comparative Study of Statistical and Deep-Learning Models. | Antonia Severn, Claudio Canales, Romina Torres, Csar Roudergue, Rodrigo Salas |
| 2024 | CLEI | Prediction of Peak-to-Peak Pressure Gradient in Patients with Aortic Coarctation Using Physics-Informed Neural Networks. | Sebastin Jara, Rodrigo Salas, Ricardo anculef, Israel Valverde, Sergio Uribe, Julio Sotelo |
| 2023 | ANT | Detection of variables for the diagnosis of overweight and obesity in young Chileans using machine learning techniques. | Mailyn Caldern-Daz, Leonardo J. Serey-Castillo, Esperanza A. Vallejos-Cuevas, Alexis Espinoza, Rodrigo Salas, Mayra A. Macas-Jimnez |
| 2023 | HCI | Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques. | Jonathan Ugalde, Eduardo Godoy, Diego Mellado, Eduardo Cavieres, Bastian Carvajal, Carlos Fernndez, Pamela Illescas, Rodrigo H. Avaria, Claudia Daz, Rodrigo Ferreira, Marvin Querales, Scarlett Lever, Julio Sotelo, Stren Chabert, Rodrigo Salas |
| 2021 | CLEI | Taxonomies using the clique percolation method for building a threats observatory. | Romina Torres, Nicols Gonzlez, Mathas Cabrera, Rodrigo Salas |
| 2021 | RoboCup | Robocup@Home 2021 Champion Team Paper: SSPL Winner Uchile Peppers. | Rodrigo Salas, Juan Pablo Cceres, Eduardo Loayza, Fernando Feli, Felipe Valenzuela, Javier Ruiz-del-Solar |
| 2015 | IDC | Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach. | Hctor Allende-Cid, Carlos Valle, Claudio Moraga, Hctor Allende, Rodrigo Salas |
| 2012 | ESANN | Using event-based metric for event-based neural network weight adjustment. | Thierry Viville, Rodrigo Salas, Bruno Cessac |
| 2012 | ICPRAM | Stream Volume Prediction in Twitter with Artificial Neural Networks. | Gabriela Dominguez, Juan Zamora, Miguel Guevara, Hctor Allende, Rodrigo Salas |
| 2009 | CIARP | Multimodal Algorithm for Iris Recognition with Local Topological Descriptors. | Sergio Campos, Rodrigo Salas, Hctor Allende, Carlos Castro |
| 2009 | HAIS | Fusion of Topology Preserving Neural Networks. | Carolina Saavedra, Rodrigo Salas, Hctor Allende, Claudio Moraga |
| 2009 | KES | A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting. | Alejandro Veloz, Hctor Allende-Cid, Hctor Allende, Claudio Moraga, Rodrigo Salas |
| 2008 | CIARP | Self-Organizing Neuro-Fuzzy Inference System. | Hctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Stren Chabert, Hctor Allende |
| 2007 | AIME | A Mixed Data Clustering Algorithm to Identify Population Patterns of Cancer Mortality in Hijuelas-Chile. | Eileen Malo, Rodrigo Salas, Mnica Cataln, Patricia Lpez |
| 2007 | CIARP | Robust Alternating AdaBoost. | Hctor Allende-Cid, Rodrigo Salas, Hctor Allende, Ricardo anculef |
| 2007 | CIARP | Fuzzy Spatial Growing for Glioblastoma Multiforme Segmentation on Brain Magnetic Resonance Imaging. | Alejandro Veloz, Stren Chabert, Rodrigo Salas, Antonio Orellana, Juan Vielma |
| 2007 | IWANN | Fusion of Self Organizing Maps. | Carolina Saavedra, Rodrigo Salas, Sebastin Moreno, Hctor Allende |
| 2007 | IWINAC | Fusion of Neural Gas. | Sebastin Moreno, Hctor Allende, Rodrigo Salas, Carolina Saavedra |
| 2006 | CIARP | Robustness Analysis of the Neural Gas Learning Algorithm. | Carolina Saavedra, Sebastin Moreno, Rodrigo Salas, Hctor Allende |
| 2005 | CIARP | Flexible Architecture of Self Organizing Maps for Changing Environments. | Rodrigo Salas, Hctor Allende, Sebastin Moreno, Carolina Saavedra |
| 2005 | IWANN | Robust Growing Hierarchical Self Organizing Map. | Sebastin Moreno, Hctor Allende, Cristian Rogel, Rodrigo Salas |
| 2004 | CIARP | Robust Self-organizing Maps. | Hctor Allende, Sebastin Moreno, Cristian Rogel, Rodrigo Salas |
| 2003 | IBPRIA | A Robust and Effective Learning Algorithm for Feedforward Neural Networks Based on the Influence Function. | Hctor Allende, Rodrigo Salas, Claudio Moraga |
| 2003 | IBPRIA | Robust Learning Algorithm for the Mixture of Experts. | Hctor Allende, Romina Torres, Rodrigo Salas, Claudio Moraga |
| 2003 | IWANN | Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. | Rodrigo Salas, Romina Torres, Hctor Allende, Claudio Moraga |
| 2003 | IWANN | Robust Expectation Maximization Learning Algorithm for Mixture of Experts. | Romina Torres, Rodrigo Salas, Hctor Allende, Claudio Moraga |
| 2002 | ICANN | Robust Estimator for the Learning Process in Neural Networks Applied in Time Series. | Hctor Allende, Claudio Moraga, Rodrigo Salas |