Research Repository

Items where Author is "Kampouridis, Michael"

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Number of items: 16.

Article

Brabazon, Anthony and Kampouridis, Michael and O’Neill, Michael (2020) 'Applications of genetic programming to finance and economics: past, present, future.' Genetic Programming and Evolvable Machines, 21 (1-2). pp. 33-53. ISSN 1389-2576

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

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

Cramer, Sam and Kampouridis, Michael and Freitas, Alex A and Alexandridis, Antonis K (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

Kampouridis, Michael and Otero, Fernando EB (2017) 'Evolving trading strategies using directional changes.' Expert Systems with Applications, 73. pp. 145-160. ISSN 0957-4174

Alexandridis, Antonis K and Kampouridis, Michael and Cramer, Sam (2017) 'A comparison of wavelet networks and genetic programming in the context of temperature derivatives.' International Journal of Forecasting, 33 (1). pp. 21-47. ISSN 0169-2070

Kampouridis, Michael and Otero, Fernando EB (2017) 'Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm.' Soft Computing, 21 (2). pp. 295-310. ISSN 1432-7643

Vastardis, Nikolaos and Kampouridis, Michael and Yang, Kun (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

Conference or Workshop Item

Kampouridis, Michael and Christodoulaki, Eva (2022) Combining Technical and Sentiment Analysis under a Genetic Programming algorithm. In: The 21st UK Workshop on Computational Intelligence, 2022-09-07 - 2022-09-09, Sheffield, UK. (In Press)

Kampouridis, Michael and Habbab, Fatim Z (2022) Machine Learning for Real Estate Time Series Prediction. In: The 21st UK Workshop on Computational Intelligence, 2022-09-07 - 2022-09-09, Sheffield, UK. (In Press)

Habbab, Fatim Z and Kampouridis, Michael (2022) Optimizing Mixed-Asset Portfolio With Real Estate: Why Price Predictions? In: IEEE Congress on Evolutionary Computation, 2022-07-18 - 2022-07-23, Padua, Italy. (In Press)

Long, Xinpeng and Kampouridis, Michael and Jarchi, Delaram (2022) An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. In: IEEE Congress on Evolutionary Computation, 2022-07-18 - 2022-07-23, Padua, Italy. (In Press)

Kampouridis, Michael and Christodoulaki, Eva (2022) Using strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading. In: IEEE Congress on Evolutionary Computation 2022, 2022-07-18 - 2022-07-23, Padova, Italy. (In Press)

Aluko, Babatunde and Smonou, Dafni and Kampouridis, Michael and Tsang, Edward (2014) Combining different meta-heuristics to improve the predictability of a Financial Forecasting algorithm. In: 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr), 2014-03-27 - 2014-03-28.

Shao, Ming and Smonou, Dafni and Kampouridis, Michael and Tsang, Edward (2014) Guided Fast Local Search for speeding up a financial forecasting algorithm. In: 2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr), 2014-03-27 - 2014-03-28.

Smonou, Dafni and Kampouridis, Michael and Tsang, Edward (2013) Metaheuristics application on a financial forecasting problem. In: 2013 IEEE Congress on Evolutionary Computation (CEC), 2013-06-20 - 2013-06-23.

This list was generated on Thu Aug 11 15:25:39 2022 BST.