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Number of items: 50.
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, 46 . pp. 184-200. 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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| Kampouridis, Michael and Otero, Fernando E.B. (2017) Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm. Soft Computing, 21 (2). pp. 295-310. ISSN 1432-7643. E-ISSN 1433-7479. (doi:https://doi.org/10.1007/s00500-015-1614-8) (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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| Kampouridis, Michael and Otero, Fernando E.B. and Kampouridis, Michael (2016) Evolving Trading Strategies Using Directional Changes. Expert Systems with Applications, 73 . pp. 145-160. ISSN 0957-4174. (doi:https://doi.org/10.1016/j.eswa.2016.12.032) (Full text available) |
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| Vastardis, N. and Kampouridis, Michael and Yang, K. (2016) A user behaviour-driven smart-home gateway for energy management. Journal of Ambient Intelligence and Smart Environments, 8 (6). pp. 583-602. ISSN 1876-1364. E-ISSN 1876-1372. (doi:https://doi.org/10.3233/AIS-160403) (Full text available) |
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| Kampouridis, Michael and Alsheddy, Abdullah and Tsang, Edward (2013) On the investigation of hyper-heuristics on a financial forecasting problem. Annals of Mathematics and Artificial Intelligence, 68 (4). pp. 225-246. ISSN 1573-7470. (doi:https://doi.org/10.1007/s10472-012-9283-0) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, Shu-Heng and Tsang, Edward (2012) Microstructure Dynamics and Agent-Based Financial Markets: Can Dinosaurs Return? Advances in Complex Systems, 15 (S02). p. 1250060. ISSN 1793-6802. (doi:https://doi.org/10.1142/S0219525912500609) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Tsang, Edward (2012) Investment Opportunities Forecasting: Extending the Grammar of a GP-based Tool. International Journal of Computational Intelligence Systems, 5 (3). pp. 530-541. ISSN 1875-6891. E-ISSN 1875-6883. (doi:https://doi.org/10.1080/18756891.2012.696918) (Full text available) |
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| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2012) Market Fraction Hypothesis: A proposed test. International Review of Financial Analysis, 23 . pp. 41-54. ISSN 1057-5219. (doi:https://doi.org/10.1016/j.irfa.2011.06.009) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Book section
| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2011) The Market Fraction Hypothesis under different GP algorithms. In: Information Systems for Global Financial Markets: Emerging Developments and Effects,. IGI Global, pp. 37-54. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2011) Market Microstructure: A Self-Organizing Map Approach for Investigating Behavior Dynamics under an Evolutionary Environment. In: Natural Computing in Computational Finance,. Studies in Computational Intelligence Series, 4 . Springer, pp. 181-197. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Conference or workshop item
| Adegboye, Adesola and Kampouridis, Michael and Johnson, Colin G. (2018) Regression genetic programming for estimating trend end in foreign exchange market. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings. IEEE ISBN 978-1-5386-2727-3. E-ISBN 978-1-5386-2726-6. (doi:https://doi.org/10.1109/SSCI.2017.8280833) (Full text available) |
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| Kampouridis, Michael and Adegboye, Adesola and Johnson, Colin G. (2017) Evolving Directional Changes Trading Strategies with a New Event-based Indicator. In: Shi, Y. et al., ed. Lecture Notes in Computer Science. Lecture Notes in Computer Science. pp. 727-738. ISBN 978-3-319-68758-2. E-ISBN 978-3-319-68759-9. (Full text available) |
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| 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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| Gypteau, Jeremie and Otero, Fernando E.B. and Kampouridis, Michael (2015) Generating Directional Change Based Trading Strategies with Genetic Programming. In: 18th European Conference on Applications of Evolutionary Computation, EvoStar 2015. (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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| Otero, Fernando E.B. and Kampouridis, Michael (2014) A Comparative Study on the Use of Classification Algorithms in Financial Forecasting. In: Applications of Evolutionary Computation. Lecture Notes in Computer Science, 8602. Springer-Verlag Berlin pp. 276-287. ISBN 978-3-662-45522-7. E-ISBN 978-3-662-45523-4. (doi:https://doi.org/10.1007/978-3-662-45523-4_23) (Full text available) |
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| Brookhouse, James and Otero, Fernando E.B. and Kampouridis, Michael (2014) Working with OpenCL to Speed Up a Genetic Programming Financial Forecasting Algorithm: Initial Results. In: 16th International Conference on Genetic and Evolutionary Computation Companion (GECCO’14 Companion). pp. 1117-1124. (doi:https://doi.org/10.1145/2598394.2605689) (Full text available) |
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| Aluko, B. and Smonou, D. and Kampouridis, Michael and Tsang, E. (2014) Combining different meta-heuristics to improve the predictability of a financial forecasting algorithm. In: IEEE Computational Intelligence for Financial Engineering & Economics (CIFEr). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kattan, A. and Kampouridis, Michael (2014) Generalisation Enhancement via Input Space Transformation: A GP Approach. In: EuroGP 2014,. (Full text available) |
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| Shao, M. and Smonou, D. and Kampouridis, Michael and Tsang, E. (2014) Guided Fast Local Search for Speeding Up a Financial Forecasting Algorithm. In: IEEE Computational Intelligence for Financial Engineering & Economics (CIFEr). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kattan, A. and Kampouridis, Michael and Ong, Y.-S. and Mehamdi, K. (2014) Transformation of Input Space using Statistical Moments: EA-Based Approach. In: IEEE World Congress on Evolutionary Computation (WCCI). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Otero, Fernando E.B. (2013) Using attribute construction to improve the predictability of a GP financial forecasting algorithm. In: Conference on Technologies and Applications of Artificial Intelligence (TAAI 2013). pp. 55-60. ISBN 978-1-4799-2528-5. (doi:https://doi.org/10.1109/TAAI.2013.24) (Full text available) |
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| Alexandridis, Antonis and Kampouridis, Michael (2013) Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programing. In: 13th Engineering Applications of Neural Networks, 13-16 September, 2013, Halkidiki, Greece. (Full text available) |
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| Kampouridis, Michael and Sim, Kwang Mong (2013) A GP approach for price-speed optimizing negotiation. In: IEEE Congress on Evolutionary Computation (CEC). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Shaghaghi, A. R. and Glover, T. and Kampouridis, Michael and Tsang, E. (2013) Guided local search for optimal GPON/FTTP network design. In: Proceedings of the Fourth International Conference on Networks & Communications. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Smonou, D. and Kampouridis, Michael and Tsang, E. (2013) Metaheuristics Application on a Financial Forecasting Problem. In: IEEE Congress on Evolutionary Computation (IEEE CEC 2013), June 2013. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael (2013) An initial investigation of choice function hyper-heuristics for the problem of financial forecasting. In: Evolutionary Computation (CEC), 2013 IEEE Congress on. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Alsheddy, A. and Kampouridis, Michael (2012) Off-line Parameter Tuning for Guided Local Search Using Genetic Programming. In: IEEE World Congress on Evolutionary Computation (WCCI). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Glover, T. and Shaghaghi, A. R. and Tsang, E. (2012) Using a Genetic Algorithm as a Decision Support Tool for the Deployment of Fiber Optic Networks. In: Proceedings of the IEEE World Congress on Computational Intelligence. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2011) Investigating the Effect of Different GP Algorithms on the Non-Stationary Behavior of Financial Markets. In: Computational Intelligence for Financial Engineering and Economics. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2011) Market Microstructure: Can Dinosaurs Return? A Self-Organizing Map Approach under an Evolutionary Framework. In: EvoApplications, EvoStar 2011. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Chen, S.-H. and Kampouridis, Michael and Tsang, E. (2011) Microstructure Dynamics and Agent-Based Financial Markets. In: Multi-Agent-Based Simulation XI, 11th International Workshop, Revised Papers, LNAI. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Tsang, Edward (2011) Using Hyperheuristics under a GP framework for Financial Forecasting. In: Proc. Fifth International Conference on Learning and Intelligent Optimization (LION5). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Tsang, E. (2010) EDDIE for Investment Opportunities Forecasting: Extending the Search Space of the GP. In: Proceedings of the IEEE World Congress on Computational Intelligence. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Chen, S.-H. and Kampouridis, Michael and Tsang, E. (2010) Microstructure Dynamics and Agent-Based Financial Markets. In: Proceedings of the 11th International Workshop on Multi-Agent-Based Simulation (MABS 2010). (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, S.-H. and Tsang, E. (2010) Testing the Dinosaur Hypothesis Under Different GP Algorithms. In: Proceedings of the UK Computational Intelligence Workshop (UKCI), IEEE Xplore. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
| Kampouridis, Michael and Chen, Shu-Heng and Tsang, Edward (2010) Testing the Dinosaur Hypothesis under Empirical Datasets. In: Parallel Problem Solving from Nature — PPSN XI. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) |
Edited book
| Squillero, Giovanni and Sim, Kevin and Ascheid, Gerd and Bacardit, Jaume and Brabazon, Anthony and Burelli, Paolo and Cagnoni, Stefano and Coler, Matt and Cotta, Carlos and D'Andreagiovanni, Fabio and Divina, Federico and Esparcia-Alcazar, Anna I. and De Vega, Francisco Fernandez and Glette, Kyrre and Haasdijk, Evert and Heineran, Jacqueline and Hidalgo, J. Ignacio and Hu, Ting and Iacca, Giovanni and Kampouridis, Michael and Kaufmann, Paul and Mavrovouniotis, Michalis and Mora García, Antonio M. and Nguyen, Trung Thanh and Schaefer, Robert and Silva, Sara and Tarantino, Ernesto and Tonda, Alberto and Urquhart, Neil and Zhang, Mengjie, eds. (2017) Applications of Evolutionary Computation: 20th European Conference, EvoApplications 2017, Proceedings Part I. Lecture Notes in Computer Science, 10199 . Springer ISBN 978-3-319-55848-6. (doi:https://doi.org/10.1007/978-3-319-55849-3) (Full text available) |
![[img]](https://kar.kent.ac.uk/style/images/fileicons/text_html.png)
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| Squillero, Giovanni and Sim, Kevin and Ascheid, Gerd and Bacardit, Jaume and Brabazon, Anthony and Burelli, Paolo and Cagnoni, Stefano and Coler, Matt and Cotta, Carlos and D'Andreagiovanni, Fabio and Divina, Federico and Esparcia-Alcazar, Anna I. and De Vega, Francisco Fernandez and Glette, Kyrre and Haasdijk, Evert and Heinerman, Jacqueline and Hidalgo, J. Ignacio and Hu, Ting and Iacca, Giovanni and Kampouridis, Michael and Kaufmann, Paul and Mavrovouniotis, Michalis and Mora García, Antonio M. and Nguyen, Trung Thanh and Schaefer, Robert and Silva, Sara and Tarantino, Ernesto and Tonda, Alberto and Urquhart, Neil and Zhang, Mengjie, eds. (2017) Applications of Evolutionary Computation: 20th European Conference, EvoApplications 2017, Proceedings Part II. Lecture Notes in Computer Science, 10200 . Springer ISBN 978-3-319-55791-5. (doi:https://doi.org/10.1007/978-3-319-55792-2) (Full text available) |
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| Squillero, Giovanni and Burelli, Paolo and Bacardit, Jaume and Brabazon, Anthony and Cagnoni, Stefano and Cotta, Carlos and De Falco, Ivanoe and Eiben, A.E. and Esparcia-Alcazar, Anna I. and De Vega, Francisco Fernandez and Glette, Kyrre and Haasdijk, Evert and Hidalgo, J. Ignacio and Hu, Ting and Kampouridis, Michael and Sim, Kevin and Tarantino, Ernesto and Urquhart, Neil and Zhang, Mengjie, eds. (2016) Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Proceedings Part I. Lecture Notes in Computer Science, 9597 . Springer ISBN 978-3-319-31203-3. (doi:https://doi.org/10.1007/978-3-319-31204-0) (Full text available) |
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| Squillero, Giovanni and Burelli, Paolo and Bacardit, Jaume and Brabazon, Anthony and Cagnoni, Stefano and Cotta, Carlos and De Falco, Ivanoe and Della Cioppa, Antonio and Divina, Federico and Eiben, A.E. and Esparcia-Alcazar, Anna I. and De Vega, Francisco Fernandez and Glette, Kyrre and Haasdijk, Evert and Hidalgo, J. Ignacio and Hu, Ting and Kampouridis, Michael and Sim, Kevin and Tarantino, Ernesto and Urquhart, Neil and Zhang, Mengjie, eds. (2016) Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Proceedings Part II. Lecture Notes in Computer Science, 9598 . Springer ISBN 978-3-319-31152-4. (doi:https://doi.org/10.1007/978-3-319-31153-1) (Full text available) |
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| Mora, Antonio and Squillero, Giovanni and Agapitos, Alexandros and Burelli, Paolo and Bush, William and Cagnoni, Stefano and Cotta, Carlos and De Falco, Ivanoe and Della Cioppa, Antonio and Divina, Federico and Eiben, A.E. and Esparcia-Alcazar, Anna I. and Fernandez de Vega, Francisco and Glette, Kyrre and Haasdijk, Evert and Hidalgo, J. Ignacio and Kampouridis, Michael and Kaufmann, Paul and Mavrovouniotis, Michalis and Nguyen, Trung Thanh and Schaefer, Robert and Sim, Kevin and Tarantino, Ernesto and Urquhart, Neil and Zhang, Mengjie, eds. (2015) Applications of Evolutionary Computation: 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Lecture Notes in Computer Science, 9028 . Springer ISBN 978-3-319-16548-6. (doi:https://doi.org/10.1007/978-3-319-16549-3) (Full text available) |
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Edited Journal
| Brabazon, Anthony and Kampouridis, Michael, eds. (2016) Evolutionary Intelligence: Special Issue on Computational Finance and Economics. Evolutionary Intelligence, 9 (4). ISSN 1864-5909. (Full text available) |
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| Kim, Yong-Kyuk and Kattan, Ahmed and Kampouridis, Michael and Yoon, Yourim, eds. (2016) Discrete Dynamics in Evolutionary Computation and Its Applications. Discrete Dynamics in Nature and Society, 2016 . pp. 1-2. ISSN 1026-0226. (doi:https://doi.org/10.1155/2016/6043597) (Full text available) |
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