2019. Billy Peralta, Ariel Saavedra, Luis Alberto Caro, Alvaro Soto. Mixture of Experts with Entropic Regularization for Data Classification. Entropy Vol 21(2) 190
2016. Billy Peralta, Alberto Caro, Alvaro Soto. A Proposal of Supervised Clustering with Dirichlet Process with Labels. Journal Pattern Recognition Letters
Aceptado, en prensa.
2016. Billy Peralta, Alberto Caro. Improved Object Recognition with Decision Trees Using Subspace Clustering. Journal of Advanced Computational Intelligence and Intelligent Informatics Vol 20 (1) published online.
2014. Billy Peralta, Alvaro Soto. Embedded local Feature Selection within Mixture of Experts. Journal Information Sciences Vol 269, published online.
2013. Billy Peralta, Pablo Espinace, Alvaro Soto. Enhancing K-Means Using Class Labels. Journal Intelligent Data Analysis Vol 17 (6), published online.
2011. Billy Peralta, Alvaro Soto. Mixing Hierarchical Contexts for Object Recognition Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (ISI Conference Proceedings Citation Index – Science).