Search Results for author: Emilio Soria-Olivas

Found 5 papers, 3 papers with code

Integration of Behavioral Economic Models to Optimize ML performance and interpretability: a sandbox example

no code implementations3 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.

Approaching sales forecasting using recurrent neural networks and transformers

1 code implementation16 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).

End-to-end Keyword Spotting using Xception-1d

1 code implementation9 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.

Keyword Spotting

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