Giovanna Martínez-Arellano

Tool wear classification using time series imaging and deep learning

Giovanna Martínez-Arellano, Germán Terrazas, Svetan Ratchev, 2019, The International Journal of Advanced Manufacturing Technology.

Improving WRF-ARW Wind Speed Predictions using Genetic Programming

Giovanna Martínez-Arellano, Lars Nolle, J. A. Bland, 2012, SGAI Conf..

Genetic Programming for Wind Power Forecasting and Ramp Detection

Giovanna Martínez-Arellano, Lars Nolle, L. Nolle, 2013, SGAI Conf..

Characterisation of Large Changes in Wind Power for the Day-Ahead Market Using a Fuzzy Logic Approach

Richard J. Cant, Giovanna Martínez-Arellano, Lars Nolle, 2014, KI - Künstliche Intelligenz.

Comparison of Simple Encoding Schemes in GA's for the Motif Finding Problem: Preliminary Results

Carlos A. Brizuela, Giovanna Martínez-Arellano, C. Brizuela, 2007, BSB.

Towards An Active Learning Approach To Tool Condition Monitoring With Bayesian Deep Learning

Giovanna Martínez-Arellano, Svetan Ratchev, S. Ratchev, 2019, ECMS.

Prediction of Jet Engine Parameters for Control Design Using Genetic Programming

Richard J. Cant, Giovanna Martínez-Arellano, Lars Nolle, 2014, 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation.

In-process Tool Wear Prediction System Based on Machine Learning Techniques and Force Analysis

Svetan Ratchev, Giovanna Martínez-Arellano, Germán Terrazas, 2018 .

Online Tool Wear Classification during Dry Machining Using Real Time Cutting Force Measurements and a CNN Approach

Svetan Ratchev, Giovanna Martínez-Arellano, Germán Terrazas, 2018, Journal of Manufacturing and Materials Processing.

Creating AI Characters for Fighting Games Using Genetic Programming

Giovanna Martínez-Arellano, David Woods, Richard Cant, 2017, IEEE Transactions on Computational Intelligence and AI in Games.

Data Capture and Visualisation on a Shoestring: Demonstrating the Digital Manufacturing on a Shoestring Project

Svetan Ratchev, Giovanna Martínez-Arellano, Jack C. Chaplin, 2021 .