Pablo A. Henríquez

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Attribute Dependencies

Tree Augmented Naive Bayes

Extreme Learning Machine

Top Venues

BMC Medical Informatics Decis. Mak.

Future Gener. Comput. Syst.

Eng. Appl. Artif. Intell.

Publications

Gonzalo A. Ruz, Pamela Araya-Díaz, Pablo A. Henríquez
Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Gonzalo A. Ruz, Pablo A. Henríquez, Aldo Mascareño
Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers. Future Gener. Comput. Syst. 106 (2020)
Pablo A. Henríquez, Gonzalo A. Ruz
Noise reduction for near-infrared spectroscopy data using extreme learning machines. Eng. Appl. Artif. Intell. 79 (2019)
Gonzalo A. Ruz, Pablo A. Henríquez
Random Vector Functional Link with Naive Bayes for Classification Problems of Mixed Data. ICTAI (2019)
Pablo A. Henríquez, Gonzalo A. Ruz
A non-iterative method for pruning hidden neurons in neural networks with random weights. Appl. Soft Comput. 70 (2018)
Pablo A. Henríquez, Gonzalo A. Ruz
Twitter Sentiment Classification Based on Deep Random Vector Functional Link. IJCNN (2018)
Pablo A. Henríquez, Gonzalo A. Ruz
An Empirical Study of the Hidden Matrix Rank for Neural Networks with Random Weights. ICMLA (2017)
Pablo A. Henríquez, Gonzalo A. Ruz
Extreme learning machine with a deterministic assignment of hidden weights in two parallel layers. Neurocomputing 226 (2017)