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Number of items: 10.
Article
| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. and Alexandridis, Antonis (2019) Stochastic Model Genetic Programming: Deriving Pricing Equations for Rainfall Weather Derivatives. Swarm and Evolutionary Computation, . ISSN 2210-6502. E-ISSN 2210-6510. (doi:https://doi.org/10.1016/j.swevo.2019.01.008) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) |
![[img]](https://kar.kent.ac.uk/style/images/fileicons/application_pdf.png)
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| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. (2018) Decomposition Genetic Programming: An Extensive Evaluation on Rainfall Prediction in the Context of Weather Derivatives. Applied Soft Computing, 70 . pp. 208-224. ISSN 1568-4946. (doi:https://doi.org/10.1016/j.asoc.2018.05.016) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) |
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| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. and Alexandridis, Antonis (2017) An extensive evaluation of seven machine learning methods for rainfall prediction in weather derivatives. Expert Systems with Applications, 85 . pp. 169-181. ISSN 0957-4174. (doi:https://doi.org/10.1016/j.eswa.2017.05.029) (Full text available) |
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| Alexandridis, Antonis and Kampouridis, Michael and Cramer, Sam (2017) A Comparison between Wavelet Networks and Genetic Programming in the Context of Temperature Derivatives. International Journal of Forecasting, 33 (1). pp. 21-47. ISSN 0169-2070. (doi:https://doi.org/10.1016/j.ijforecast.2016.07.002) (Full text available) |
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Conference or workshop item
| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. and Alexandridis, Antonis (2017) Pricing Rainfall Based Futures Using Genetic Programming. In: Lecture Notes in Computer Science. Applications of Evolutionary Computation. Springer pp. 17-33. ISBN 978-3-319-55848-6. (doi:10.1007%2F978-3-319-55849-3_2) (Full text available) |
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| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. and Alexandridis, Antonis (2016) Predicting Rainfall in the Context of Rainfall Derivatives Using Genetic Programming. In: 2015 IEEE Symposium Series on Computational Intelligence. IEEE pp. 711-718. ISBN 978-1-4799-7560-0. (doi:https://doi.org/10.1109/SSCI.2015.108) (Full text available) |
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| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. (2016) Feature Engineering for Improving Financial Derivatives-based Rainfall Prediction. In: IEEE World Congress on Evolutionary Computation, 24-29 Jul 2016, Vancouver, Canada. (Full text available) |
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| Cramer, Sam and Kampouridis, Michael and Freitas, Alex A. (2016) A Genetic Decomposition Algorithm for Predicting Rainfall within Financial Weather Derivatives. In: Genetic and Evolutionary Computation Conference (GECCO 2016), 20-24 July 2016, Denver, United States. (Full text available) |
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| Cramer, Sam and Kampouridis, Michael (2015) Optimising the deployment of fibre optics using Guided Local Search. In: IEEE Congress on Evolutionary Computation (CEC), 25th-28th May 2015, Sendai International Center, Sendai, Japan. (Full text available) |
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Thesis
| Cramer, Sam (2017) New Genetic Programming Methods for Rainfall Prediction and Rainfall Derivatives Pricing. Doctor of Philosophy (PhD) thesis, University of Kent,. (Full text available) |
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