| 2022 | ICAISC | Portfolio Transformer for Attention-Based Asset Allocation. | Damian Kisiel, Denise Gorse |
| 2022 | ICANN | ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification. | David Twomey, Denise Gorse |
| 2022 | SMC | A Novel Multi-Objective Velocity-Free Boolean Particle Swarm Optimization. | Wei Quan, Denise Gorse |
| 2021 | ICMLA | Intra-Day Price Simulation with Generative Adversarial Modelling of the Order Flow. | Ye-Sheen Lim, Denise Gorse |
| 2020 | ICAISC | Deep Recurrent Modelling of Stationary Bitcoin Price Formation Using the Order Flow. | Ye-Sheen Lim, Denise Gorse |
| 2020 | IJCNN | Deep Probabilistic Modelling of Price Movements for High-Frequency Trading. | Ye-Sheen Lim, Denise Gorse |
| 2018 | ESANN | Reinforcement Learning for High-Frequency Market Making. | Ye-Sheen Lim, Denise Gorse |
| 2018 | ESANN | A neural network cost function for highly class-imbalanced data sets. | David Twomey, Denise Gorse |
| 2017 | ESANN | Pseudo-analytical solutions for stochastic options pricing using Monte Carlo simulation and Breeding PSO-trained neural networks. | Sam Palmer, Denise Gorse |
| 2017 | ICANN | A New Methodology to Exploit Predictive Power in (Open, High, Low, Close) Data. | Andrew D. Mann, Denise Gorse |
| 2017 | ICONIP | Deep Candlestick Mining. | Andrew D. Mann, Denise Gorse |
| 2015 | EANN | Neural Networks and Particle Swarm Optimization for Function Approximation in Tri-SWACH Hull Design. | Sam Palmer, Denise Gorse, Ema Muk-Pavic |
| 2015 | ICONIP | Trading Optimally Diversified Portfolios in Emerging Markets with Neuro-Particle Swarm Optimisation. | Pascal Khoury, Denise Gorse |
| 2015 | IJCNN | Investing in emerging markets using neural networks and particle swarm optimisation. | Pascal Khoury, Denise Gorse |
| 2013 | ESANN | Binary particle swarm optimisation with improved scaling behaviour. | Denise Gorse |
| 2013 | ICONIP | Investigation of the Predictability of Steel Manufacturer Stock Price Movements Using Particle Swarm Optimisation. | Pascal Khoury, Denise Gorse |
| 2013 | ICONIP | A Novel Application of Particle Swarm Optimisation to Optimal Trade Execution. | Marzieh Saeidi, Denise Gorse |
| 2012 | ICANN | Construction of Emerging Markets Exchange Traded Funds Using Multiobjective Particle Swarm Optimisation. | Marta Dez-Fernndez, Sergio Alvarez Telea, Denise Gorse |
| 2012 | ICONIP | Identification of Factors Characterising Volatility and Firm-Specific Risk Using Ensemble Classifiers. | Pascal Khoury, Denise Gorse |
| 2012 | PPSN | Extracting Key Gene Regulatory Dynamics for the Direct Control of Mechanical Systems. | Jean Krohn, Denise Gorse |
| 2011 | ESANN | Application of stochastic recurrent reinforcement learning to index trading. | Denise Gorse |
| 2010 | PPSN | Fractal Gene Regulatory Networks for Control of Nonlinear Systems. | Jean Krohn, Denise Gorse |
| 1993 | ESANN | Traking global minima using a range expansion algorithm. | Denise Gorse, Adrian J. Shepherd, John G. Taylor |