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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
1762019
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
1672018
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
442018
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
322016
Towards an active learning approach to tool condition monitoring with bayesian deep learning
G Martinez Arellano, S Ratchev
202019
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
122014
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
112022
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
92014
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
82022
Short-term wind power forecasting with WRF-ARW model and genetic programming
G Martinez-Arellano, L Nolle
Proc. Int. Conf. Soft Computing, 2013
82013
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
72020
Improving WRF-ARW wind speed predictions using genetic programming
G Martinez-Arellano, L Nolle, J Bland
International Conference on Innovative Techniques and Applications of …, 2012
62012
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, ...
International Workshop on Service Orientation in Holonic and Multi-Agent …, 2021
52021
Genetic programming for wind power forecasting and ramp detection
G Martínez-Arellano, L Nolle
International Conference on Innovative Techniques and Applications of …, 2013
52013
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
42023
Capacity modelling and measurement for smart elastic manufacturing systems
B Elshafei, F Mo, JC Chaplin, GM Arellano, S Ratchev
SAE Technical Paper, 2023
42023
Digital twins and intelligent decision making
JC Chaplin, G Martinez-Arellano, A Mazzoleni
DIGITAL MANUFACTURING FOR SMEs-An Introduction. Digital Manufacturing …, 2020
42020
Comparison of simple encoding schemes in GA’s for the motif finding problem: Preliminary results
G Martínez-Arellano, CA Brizuela
Brazilian Symposium on Bioinformatics, 22-33, 2007
42007
Enabling Coordinated Elastic Responses of Manufacturing Systems through Semantic Modelling
G Martínez-Arellano, K Niewiadomski, F Mo, B Elshafei, JC Chaplin, ...
IFAC World Congress 2023, 2023
32023
Semantic models and knowledge graphs as manufacturing system reconfiguration enablers
F Mo, JC Chaplin, D Sanderson, G Martínez-Arellano, S Ratchev
Robotics and Computer-Integrated Manufacturing 86, 102625, 2024
22024
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