EDMANS Research Group

Engineering Data Mining And Numerical Simulation

Javier Martínez de Pisón and Rubén Urraca have attended to the Hybrid Artificial Intelligence Systems (HAIS 2015) at DeustoTech (Bilbao, 21st-23rd June). This international conference brings together experts around the globe on learning algorithms, image analysis and applications of this techinques on real-case problems. In the case of the researchers of EDMANS group, Javier Martínez-de-Pisón has presented an hybrid methodology based on GA to automaize the training process of modeling techniques while Rubén Urraca has shown a new library in R to train extreme learning machines (ELMs) using GPUs.

Boths studies have been published and are fully available in the following links:

Improving Hotel Room Demand Forecasting with a Hybrid GA-SVR Methodology Based on Skewed Data Transformation, Feature Selection and Parsimony Tuning

A Straightforward Implementation of a GPU-accelerated ELM in R with NVIDIA Graphic Cards