| 2015 | IJCNN | Modelling retinal ganglion cells using self-organising fuzzy neural networks. | Scott McDonald, Dermot Kerr, Sonya A. Coleman, Philip J. Vance, T. Martin McGinnity |
| 2013 | IJCNN | A hybrid forecasting approach using ARIMA models and self-organising fuzzy neural networks for capital markets. | Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li |
| 2004 | ACL | A Distributional Model of Semantic Context Effects in Lexical Processing. | Scott McDonald, Chris Brew |
| 2002 | LREC | Multilingual XML-Based Named Entity Recognition for E-Retail Domains. | Claire Grover, Scott McDonald, Donnla Nic Gearailt, Vangelis Karkaletsis, Dimitra Farmakiotou, Georgios Samaritakis, Georgios Petasis, Maria Teresa Pazienza, Michele Vindigni, Frantz Vichot, Francis Wolinski |
| 2001 | ACL | Evaluating Smoothing Algorithms against Plausibility Judgements. | Maria Lapata, Frank Keller, Scott McDonald |
| 2000 | AI | Collocation Discovery for Optimal Bilingual Lexicon Development. | Scott McDonald, Davide Turcato, Paul McFetridge, Fred Popowich, Janine Toole |
| 1999 | EACL | Determinants of Adjective-Noun Plausibility. | Maria Lapata, Scott McDonald, Frank Keller |
| 1998 | ACL | Target Word Selection as Proximity in Semantic Space. | Scott McDonald |
| 1995 | CHI | Learning from diversity: interactive TV, computers, and the frontier of the cognitive sciences. | Scott McDonald |