1 code implementation • 15 Jan 2023 • Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
In this work we propose a new non-monotonic activation function: the modulus.
no code implementations • 3 May 2022 • Emilio Soria-Olivas, José E. Vila Gisbert, Regino Barranquero Cardeñosa, Yolanda Gomez
This paper presents a sandbox example of how the integration of models borrowed from Behavioral Economic (specifically Protection-Motivation Theory) into ML algorithms (specifically Bayesian Networks) can improve the performance and interpretability of ML algorithms when applied to Behavioral Data.
1 code implementation • 16 Apr 2022 • Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
Accurate and fast demand forecast is one of the hot topics in supply chain for enabling the precise execution of the corresponding downstream processes (inbound and outbound planning, inventory placement, network planning, etc).
1 code implementation • 9 Oct 2021 • Iván Vallés-Pérez, Juan Gómez-Sanchis, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas
The field of conversational agents is growing fast and there is an increasing need for algorithms that enhance natural interaction.
no code implementations • 14 Sep 2015 • Pablo Escandell-Montero, Milena Chermisi, José M. Martínez-Martínez, Juan Gómez-Sanchis, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José D. Martín-Guerrero
Results: The experiments reported here are based on a computational model that describes the effect of ESAs on the hemoglobin level.