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Giovanna Martinez Arellano
Giovanna Martinez Arellano
Anne McLaren Research Fellow University of Nottingham
Verified email at nottingham.ac.uk
Title
Cited by
Cited by
Year
Tool wear classification using time series imaging and deep learning
G Martínez-Arellano, G Terrazas, S Ratchev
The International Journal of Advanced Manufacturing Technology 104, 3647-3662, 2019
1312019
In-process tool wear prediction system based on machine learning techniques and force analysis
A Gouarir, G Martínez-Arellano, G Terrazas, P Benardos, S Ratchev
Procedia CIRP 77, 501-504, 2018
1252018
Online tool wear classification during dry machining using real time cutting force measurements and a CNN approach
G Terrazas, G Martínez-Arellano, P Benardos, S Ratchev
Journal of Manufacturing and Materials Processing 2 (4), 72, 2018
372018
Creating AI characters for fighting games using genetic programming
G Martinez-Arellano, R Cant, D Woods
IEEE transactions on computational intelligence and Ai in games 9 (4), 423-434, 2016
292016
Towards an active learning approach to tool condition monitoring with bayesian deep learning
G Martinez Arellano, S Ratchev
172019
Prediction of jet engine parameters for control design using genetic programming
GM Arellano, R Cant, L Nolle
2014 UKSim-AMSS 16th International Conference on Computer Modelling and …, 2014
92014
Characterisation of large changes in wind power for the day-ahead market using a fuzzy logic approach
G Martínez-Arellano, L Nolle, R Cant, A Lotfi, C Windmill
KI-Künstliche Intelligenz 28, 239-253, 2014
82014
Short-term wind power forecasting with wrfarw model and genetic programming
G Martınez-Arellano, L Nolle
Proceedings of the 19th International Conference on Soft Computing MENDEL, 2013
82013
Towards modular and plug-and-produce manufacturing apps
A Torayev, G Martínez-Arellano, JC Chaplin, D Sanderson, S Ratchev
Procedia CIRP 107, 1257-1262, 2022
62022
XOR binary gravitational search algorithm with repository: industry 4.0 applications
M Ahmadieh Khanesar, R Bansal, G Martínez-Arellano, DT Branson
Applied Sciences 10 (18), 6451, 2020
62020
Genetic programming for wind power forecasting and ramp detection
G Martínez-Arellano, L Nolle
Research and Development in Intelligent Systems XXX: Incorporating …, 2013
52013
Digital Twins and Intelligent Decision Making
J Chaplin, G Martinez-Arellano, A Mazzoleni
42020
Improving WRF-ARW wind speed predictions using genetic programming
G Martinez-Arellano, L Nolle, J Bland
Research and Development in Intelligent Systems XXIX: Incorporating …, 2012
42012
Comparison of simple encoding schemes in GA’s for the motif finding problem: Preliminary results
G Martínez-Arellano, CA Brizuela
Advances in Bioinformatics and Computational Biology: Second Brazilian …, 2007
42007
Visualisation on a Shoestring: a low-cost approach for building visualisation components of industrial digital solutions
G Martínez-Arellano, MJ McNally, JC Chaplin, Z Ling, D McFarlane, ...
Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry …, 2022
32022
A data analytics model for improving process control in flexible manufacturing cells
G Martínez-Arellano, TB Nguyen, C Hinton, S Ratchev
Decision Analytics Journal 3, 100075, 2022
32022
Towards flexible, fault tolerant hardware service wrappers for the digital manufacturing on a shoestring project
MJ McNally, JC Chaplin, G Martinez-Arellano, S Ratchev
IFAC-PapersOnLine 53 (3), 72-77, 2020
22020
Forecasting wind power for the day-ahead market using numerical weather prediction models and computational intelligence techniques
GM Arellano
PQDT-Global, 2015
22015
A graphical environment to support the development of affordable digital manufacturing solutions
Z Ling, L de Silva, G Hawkridge, D McFarlane, G Martínez-Arellano, ...
Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry …, 2022
12022
Trustworthy, responsible, ethical AI in manufacturing and supply chains: synthesis and emerging research questions
A Brintrup, G Baryannis, A Tiwari, S Ratchev, G Martinez-Arellano, ...
arXiv preprint arXiv:2305.11581, 2023
2023
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Articles 1–20