Publications
Journal articles, conference papers, book chapters and theses on machine learning and evolutionary computation for finance, business and the public sector.
10 publications, newest first. Download all as BibTeX
2025
Rayment, G. (2025). Deep reinforcement learning for trading strategy development on high-frequency currency data using directional changes sampling. PhD Thesis, University of Essex.
Evdokimov, I. (2025). Innovations to fundamental stock valuations: Estimating future earnings per share and free cash flows using statistical and machine learning methods. PhD Thesis, University of Essex.
Long, X. (2025). Financial forecasting with the combination of Physical and Event-based time using Genetic Programming. PhD Thesis, University of Essex.
2024
Salman, O. (2024). Trading Strategies Optimization Using a Genetic Algorithm under The Directional Changes Paradigm. PhD Thesis, University of Essex.
Habbab, F. Z. (2024). Machine Learning to Investigate the Role of Real Estate in a Mixed-Asset Portfolio. PhD Thesis, University of Essex.
Christodoulaki, E.P. (2024). Fundamental, Sentiment and Technical analysis for Algorithmic Trading using Novel Genetic Programming algorithms. PhD Thesis, University of Essex.
2022
Adegboye, A. (2022). Estimating Directional Changes Trend Reversal in Forex Using Machine Learning. PhD Thesis, University of Kent.
2017
Cramer, S. (2017). New Genetic Programming Methods for Rainfall Prediction and Rainfall Derivatives Pricing. PhD Thesis, University of Kent.
2011
Kampouridis, M. (2011). Computational Intelligence in Financial Forecasting and Agent-Based Modeling: Applications of Genetic Programming and Self-Organizing Maps. PhD Thesis, University of Essex.
2006
Kampouridis, M. (2006). An Intelligent Tutoring System for Java. MSc Thesis, University of Essex.