| 2022 | CogSci | Contingency learning decreases when associations are shared. | Brady R. T. Roberts, Noah Forrin, David McLean, Colin MacLeod |
| 2018 | HPCC | A Heuristic Based Pre-processing Methodology for Short Text Similarity Measures in Microblogs. | Noufa Alnajran, Keeley A. Crockett, David McLean, Annabel Latham |
| 2017 | ICAART | Cluster Analysis of Twitter Data: A Review of Algorithms. | Noufa Alnajran, Keeley A. Crockett, David McLean, Annabel Latham |
| 2013 | ICAISC | Multi-Agent Temporary Logic Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction. | David McLean, Vladimir V. Rybakov |
| 2013 | SMC | Profiling Student Learning Styles with Multilayer Perceptron Neural Networks. | Annabel Latham, Keeley A. Crockett, David McLean |
| 2010 | IJCNN | Rule extraction from neural networks for medical domains. | Darren Dancey, Zuhair Bandar, David McLean |
| 2005 | ICANN | A Global-Local Artificial Neural Network with Application to Wave Overtopping Prediction. | David Wedge, David M. Ingram, David McLean, Clive G. Mingham, Zuhair Bandar |
| 2004 | FlAIRS | Strategies For Fuzzy Inference within Classifier Systems. | Keeley A. Crockett, Zuhair Bandar, David McLean |
| 2004 | FlAIRS | Decision Tree Extraction from Trained Neural Networks. | Darren Dancey, David McLean, Zuhair Bandar |
| 2004 | FlAIRS | A Method for Measuring Sentence Similarity and iIts Application to Conversational Agents. | Yuhua Li, Zuhair Bandar, David McLean, James O'Shea |
| 2002 | IDEAL | Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks. | Yuhua Li, Zuhair Bandar, David McLean |
| 1999 | IJCNN | Decision boundary modelling-a constructive algorithm for high precision real world data models. | David McLean, Zuhair Bandar, James O'Shea |
| 1990 | IJCNN | Combining heuristics for optimizing a neural net solution to the traveling salesman problem. | Wen Yen, David McLean |