An Empirical Study of the Hidden Matrix Rank for Neural Networks with Random Weights. - Pablo A. Henríquez; Gonzalo A. Ruz (ICMLA, 2017)

Extreme learning machine with a deterministic assignment of hidden weights in two parallel layers. - Pablo A. Henríquez; Gonzalo A. Ruz (Neurocomputing, 2017)

Twitter Sentiment Classification Based on Deep Random Vector Functional Link. - Pablo A. Henríquez; Gonzalo A. Ruz (IJCNN, 2018)

A non-iterative method for pruning hidden neurons in neural networks with random weights. - Pablo A. Henríquez; Gonzalo A. Ruz (Appl. Soft Comput., 2018)

Random Vector Functional Link with Naive Bayes for Classification Problems of Mixed Data. - Gonzalo A. Ruz; Pablo A. Henríquez (ICTAI, 2019)

Noise reduction for near-infrared spectroscopy data using extreme learning machines. - Pablo A. Henríquez; Gonzalo A. Ruz (Eng. Appl. Artif. Intell., 2019)

Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers. - Gonzalo A. Ruz; Pablo A. Henríquez; Aldo Mascareño (Future Gener. Comput. Syst., 2020)

Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes. - Gonzalo A. Ruz; Pamela Araya-Díaz; Pablo A. Henríquez (BMC Medical Informatics Decis. Mak., 2022)

Sentiment Classification on Twitter(X) Through Ensemble Deep Random Vector Functional Links. - Pablo A. Henríquez (ICMLA, 2024)

Multimodal Alzheimer's disease classification through ensemble deep random vector functional link neural network. - Pablo A. Henríquez; Nicolás Araya (PeerJ Comput. Sci., 2024)