Rodrigo Salas

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 27

Top Topics

Biological Knowledge

Top Venues

Int. J. Comput. Intell. Syst.

Publications

Mailyn Calderón-Díaz, Rony Silvestre Aguirre, Juan Pablo Vásconez, Roberto Yanez, Matías Roby, Marvin Querales, Rodrigo Salas
Explainable Machine Learning Techniques to Predict Muscle Injuries in Professional Soccer Players through Biomechanical Analysis. Sensors 24 (1) (2024)
Harold Cotacallapa, Nemias Saboya, Paulo Canas Rodrigues, Rodrigo Salas, Javier Linkolk López-Gonzales
A Flat-Hierarchical Approach Based on Machine Learning Model for e-Commerce Product Classification. IEEE Access 12 (2024)
Diego Mellado, Marvin Querales, Julio Sotelo, Eduardo Godoy, Fabian Pardo, Scarlett Lever, Stéren Chabert, Rodrigo Salas
A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings. SIPAIM (2023)
Jonathan Ugalde, Eduardo Godoy, Diego Mellado, Eduardo Cavieres, Bastian Carvajal, Carlos Fernández, Pamela Illescas, Rodrigo H. Avaria, Claudia Díaz, Rodrigo Ferreira, Marvin Querales, Scarlett Lever, Julio Sotelo, Stéren Chabert, Rodrigo Salas
Torwards Trustworthy Machine Learning based systems: Evaluating breast cancer predictions interpretability using Human Centered Machine Learning and UX Techniques. HCI (47) (2023)
Cristian Ubal, Gustavo L. Di Giorgi, Javier E. Contreras-Reyes, Rodrigo Salas
Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Mailyn Calderón-Díaz, Leonardo J. Serey-Castillo, Esperanza A. Vallejos-Cuevas, Alexis Espinoza, Rodrigo Salas, Mayra A. Macías-Jiménez
Detection of variables for the diagnosis of overweight and obesity in young Chileans using machine learning techniques. ANT/EDI40 (2023)
Antonio Glaría, Rodrigo Salas, Stéren Chabert, Pablo Roncagliolo, Alexis Arriola, Gonzalo Tapia, Matias Salinas, Herman Zepeda, Carla Taramasco, Kayode Oshinubi, Jacques Demongeot
A Step Forward to Formalize Tailored to Problem Specificity Mathematical Transforms. Frontiers Appl. Math. Stat. 8 (2022)
Marvin Querales, Rodrigo Salas, Yerel Morales, Héctor Allende-Cid, Harvey Rosas
A stacking neuro-fuzzy framework to forecast runoff from distributed meteorological stations. Appl. Soft Comput. 118 (2022)
Pamela Franco, Julio Sotelo, Andrea Guala, Lydia Dux-Santoy, Arturo Evangelista, José F. Rodríguez Palomares, Domingo Mery, Rodrigo Salas, Sergio Uribe
Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning. Comput. Biol. Medicine 141 (2022)
Erika Cantor, Rodrigo Salas, Harvey Rosas, Sandra Guauque-Olarte
Biological knowledge-slanted random forest approach for the classification of calcified aortic valve stenosis. BioData Min. 14 (1) (2021)
Romina Torres, Nicolás González, Mathías Cabrera, Rodrigo Salas
Taxonomies using the clique percolation method for building a threats observatory. CLEI (2021)
Camilo Parra, Carlos Ponce, Rodrigo Salas
Evaluating the Performance of Explainable Machine Learning Models in Traffic Accidents Prediction in California. SCCC (2020)
Fabiola Herrera Leiva, Romina Torres, Orietta Nicolis, Rodrigo Salas
Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis. IEEE Access 8 (2020)
Alejandro Veloz, Claudio Moraga, Alejandro J. Weinstein, Luis Hernandez-Garcia, Steren Chabert, Rodrigo Salas, Rodrigo Riveros, Carlos Bennett, Héctor Allende
Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging Analysis. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Eliana Vivas, Héctor Allende-Cid, Rodrigo Salas
A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score. Entropy 22 (12) (2020)
Denisse Cañete, Romina Torres, Rodrigo Salas, Hernán Astudillo
Framework to prioritize digital transformation initiatives based on the country's development impact. ICEGOV (2020)
Romina Torres, Miguel A. Solis, Rodrigo Salas, Aurelio Fernández Bariviera
A Dynamic Linguistic Decision Making Approach for a Cryptocurrency Investment Scenario. IEEE Access 8 (2020)
Matias Salinas, Astrid Cancino, Alejandra Zazueta, Rodrigo Salas
Computational vision and machine learning to evaluate Metacarpophalangeal and Interphalangeal deviation in fingers for clinical purpose. CRoNe (2019)
Daniela Montilla-Trochez, Rodrigo Salas, Alejandro Bertin, Inga Griskova-Bulanova, Paulo Lisboa, Carolina Saavedra
Convolutional neural network for cognitive task prediction from EEG's auditory steady state responses. CRoNe (2019)
Carolina Saavedra, Rodrigo Salas, Laurent Bougrain
Wavelet-Based Semblance Methods to Enhance the Single-Trial Detection of Event-Related Potentials for a BCI Spelling System. Comput. Intell. Neurosci. 2019 (2019)
Diego Mellado, Carolina Saavedra, Steren Chabert, Romina Torres, Rodrigo Salas
Self-Improving Generative Artificial Neural Network for Pseudorehearsal Incremental Class Learning. Algorithms 12 (10) (2019)
Eliana Vivas, Héctor Allende-Cid, Rodrigo Salas, Lelys Bravo de Guenni
Polynomial and Wavelet-Type Transfer Function Models to Improve Fisheries' Landing Forecasting with Exogenous Variables. Entropy 21 (11) (2019)
Juan Sebastian Castro, Steren Chabert, Carolina Saavedra, Rodrigo Salas
Convolutional neural networks for detection intracranial hemorrhage in CT images. CRoNe (2019)
Romina Torres, Rodrigo Salas, Nelly Bencomo, Hernán Astudillo
An architecture based on computing with words to support runtime reconfiguration decisions of service-based systems. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Gonzalo Tapia, Matias Salinas, Jaime Plaza, Diego Mellado, Rodrigo Salas, Carolina Saavedra, Alejandro Veloz, Alexis Arriola, Juan Idiaquez, Antonio Glaria
Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies - Evaluation of Derivative Approaches. BIOSIGNALS (2017)
Héctor Allende-Cid, Rodrigo Salas, Alejandro Veloz, Claudio Moraga, Héctor Allende
SONFIS: Structure Identification and Modeling with a Self-Organizing Neuro-Fuzzy Inference System. Int. J. Comput. Intell. Syst. 9 (3) (2016)
Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende, Claudio Moraga
Identification of Lags in Nonlinear Autoregressive Time Series Using a Flexible Fuzzy Model. Neural Process. Lett. 43 (3) (2016)
Héctor Allende-Cid, Carlos Valle, Claudio Moraga, Héctor Allende, Rodrigo Salas
Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach. IDC (2015)
Diana Biscay, Romina Torres, Marcelo Aliquintuy, Hernán Astudillo, Rodrigo Salas
Decentralized Strategy for Supporting Multi-agent Negotiation of Several Aspects of Different Products. SCCC (2014)
Romina Torres, Rodrigo Salas, Hernán Astudillo
Time-Based Hesitant Fuzzy Information Aggregation Approach for Decision-Making Problems. Int. J. Intell. Syst. 29 (6) (2014)
Romina Torres, Diana Biscay, Rodrigo Salas, Oscar Cornejo, Marcelo Aliquintuy, Hernán Astudillo
VirtualMarket: Extending Chilecompra with Agent Capabilities for Identifying Providers Associativity Opportunities and Negotiate Alliance Participation. SCCC (2014)
Gabriela Dominguez, Juan Zamora, Miguel Guevara, Héctor Allende, Rodrigo Salas
Stream Volume Prediction in Twitter with Artificial Neural Networks. ICPRAM (2) (2012)
Thierry Viéville, Rodrigo Salas, Bruno Cessac
Using event-based metric for event-based neural network weight adjustment. ESANN (2012)
Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende
SIFAR: Self-Identification of Lags of an Autoregressive TSK-based Model. ISMVL (2012)
Rodrigo Salas, Carolina Saavedra, Héctor Allende, Claudio Moraga
Machine fusion to enhance the topology preservation of vector quantization artificial neural networks. Pattern Recognit. Lett. 32 (7) (2011)
Romina Torres, Hernán Astudillo, Rodrigo Salas
Self-Adaptive Fuzzy QoS-Driven Web Service Discovery. IEEE SCC (2011)
Juan Reyes-Lopez, Sergio Campos, Héctor Allende, Rodrigo Salas
Zernike's Feature Descriptors for Iris Recognition with SVM. SCCC (2011)
Alejandro Veloz, Héctor Allende-Cid, Héctor Allende, Claudio Moraga, Rodrigo Salas
A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting. KES (1) (2009)
Sergio Campos, Rodrigo Salas, Héctor Allende, Carlos Castro
Multimodal Algorithm for Iris Recognition with Local Topological Descriptors. CIARP (2009)
Carolina Saavedra, Rodrigo Salas, Héctor Allende, Claudio Moraga
Fusion of Topology Preserving Neural Networks. HAIS (2009)
Héctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Steren Chabert, Héctor Allende
Self-Organizing Neuro-Fuzzy Inference System. CIARP (2008)
Rodrigo Salas, Sebastián Moreno, Héctor Allende, Claudio Moraga
A robust and flexible model of hierarchical self-organizing maps for non-stationary environments. Neurocomputing 70 (16-18) (2007)
Carolina Saavedra, Rodrigo Salas, Sebastián Moreno, Héctor Allende
Fusion of Self Organizing Maps. IWANN (2007)
Héctor Allende-Cid, Rodrigo Salas, Héctor Allende, Ricardo Ñanculef
Robust Alternating AdaBoost. CIARP (2007)
Eileen Malo, Rodrigo Salas, Mónica Catalán, Patricia López
A Mixed Data Clustering Algorithm to Identify Population Patterns of Cancer Mortality in Hijuelas-Chile. AIME (2007)
Sebastián Moreno, Héctor Allende, Rodrigo Salas, Carolina Saavedra
Fusion of Neural Gas. IWINAC (1) (2007)
Alejandro Veloz, Steren Chabert, Rodrigo Salas, Antonio Orellana, Juan Vielma
Fuzzy Spatial Growing for Glioblastoma Multiforme Segmentation on Brain Magnetic Resonance Imaging. CIARP (2007)
Carolina Saavedra, Sebastián Moreno, Rodrigo Salas, Héctor Allende
Robustness Analysis of the Neural Gas Learning Algorithm. CIARP (2006)
Rodrigo Salas, Héctor Allende, Sebastián Moreno, Carolina Saavedra
Flexible Architecture of Self Organizing Maps for Changing Environments. CIARP (2005)
Carolina Saavedra, Héctor Allende, Sebastián Moreno, Rodrigo Salas
K-Dynamical Self Organizing Maps. MICAI (2005)
Claudio Moraga, Rodrigo Salas
A New Aspect for the Optimization of Fuzzy If-Then Rules. ISMVL (2005)
Sebastián Moreno, Héctor Allende, Cristian Rogel, Rodrigo Salas
Robust Growing Hierarchical Self Organizing Map. IWANN (2005)
Héctor Allende, Sebastián Moreno, Cristian Rogel, Rodrigo Salas
Robust Self-organizing Maps. CIARP (2004)
Héctor Allende, Rodrigo Salas, Romina Torres, Claudio Moraga
Modular Neural Network Applied to Non-Stationary Time Series. Fuzzy Days (2004)
Héctor Allende, Sebastián Moreno, Cristian Rogel, Rodrigo Salas
Robust Neural Gas for the Analysis of Data with Outliers. SCCC (2004)
Héctor Allende, Ricardo Ñanculef, Rodrigo Salas
Robust Bootstrapping Neural Networks. MICAI (2004)
Héctor Allende, Rodrigo Salas, Claudio Moraga
A Robust and Effective Learning Algorithm for Feedforward Neural Networks Based on the Influence Function. IbPRIA (2003)
Rodrigo Salas, Romina Torres, Héctor Allende, Claudio Moraga
Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. IWANN (2) (2003)
Héctor Allende, Romina Torres, Rodrigo Salas, Claudio Moraga
Robust Learning Algorithm for the Mixture of Experts. IbPRIA (2003)
Romina Torres, Rodrigo Salas, Héctor Allende, Claudio Moraga
Robust Expectation Maximization Learning Algorithm for Mixture of Experts. IWANN (1) (2003)
Héctor Allende, Claudio Moraga, Rodrigo Salas
Robust Estimator for the Learning Process in Neural Networks Applied in Time Series. ICANN (2002)
Héctor Allende, Claudio Moraga, Rodrigo Salas
Artificial neural networks in time series forecasting: a comparative analysis. Kybernetika 38 (6) (2002)
Héctor Allende, Claudio Moraga, Rodrigo Salas
Neural Model Identification Using Local Robustness Analysis. Fuzzy Days (2001)