Online Visualization of Prototypes and Receptive Fields Produced by LVQ Algorithms. - David Nova; Pablo A. Estévez (WSOM, 2012)

K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models. - David Nova; Pablo A. Estévez; Pablo Huijse (WSOM, 2014)

A review of learning vector quantization classifiers. - David Nova; Pablo A. Estévez (Neural Comput. Appl., 2014)

A Study on GMLVQ Convex and Non-convex Regularization. - David Nova; Pablo A. Estévez (WSOM, 2016)

Spectral regularization in generalized matrix learning vector quantization. - David Nova; Pablo A. Estévez (WSOM, 2017)

A Machine Learning Approach to Detect Violent Behaviour from Video. - David Nova; André L. Ferreira; Paulo Cortez 001 (INTETAIN, 2018)