Personal profile
Research Interests
My research interests are in Genetic Programming , Genetic Algorithms and Grammatical Evolution, and I have been a Science Foundation of Ireland funded Investigator since 2002. I have published over 200 papers in core computer science areas such as Evolutionary Computation, Flash Memory and Automatic Program generation, as well as the application of Machine Learning to domains as varied as Mammography, Autoparallelization, Stock Market Trading, Aphasia (speech therapy), Voice over Internet Protocol (VoIP) and Robotics.
Teaching Interests
Currently teaching (Autumn 2017):CS4221 - Foundations of Computer ScienceCS 4075 - Computer Games Programming - Tools and; Techniques
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Collaborations and top research areas from the last five years
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Arab2Vec: An Arabic word embedding model for use in Twitter NLP applications
Hamdy, A., Youssef, A. & Ryan, C., Aug 2025, In: PLoS ONE. 20, 8 August, e0328369.Research output: Contribution to journal › Article › peer-review
Open Access -
Automatic Generation of Synthesisable Hardware Description Language Code of Multi-Sequence Detector Using Grammatical Evolution
Majeed, B., Sarma, R., Youssef, A., Dias, D. M. & Ryan, C., Jun 2025, In: Algorithms. 18, 6, 345.Research output: Contribution to journal › Article › peer-review
Open Access -
A Vector Autoregression Model for Depicting the Relation Between Labour Market Economic Indicators and Real Wages in the United States Manufacturing Sector
Kshirsagar, I., Simon, J. M., Schätz, N., González, D. F. & Ryan, C., 2025, In: International Conference on Agents and Artificial Intelligence. 3, p. 296-302 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
GlassBoost: A Lightweight and Explainable Classification Framework for Tabular Datasets
Namjoo, E., O’Connor, A. N., Buckley, J. & Ryan, C., Jun 2025, In: Applied Sciences (Switzerland). 15, 12, 6931.Research output: Contribution to journal › Article › peer-review
Open Access -
GraCo: Towards GRammar Assisted COunterfactuals
Singh, D. K., de Lima, A., Reyes Fernández de Bulnes, D. & Ryan, C., 11 Aug 2025, GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion. Ochoa, G. (ed.). Association for Computing Machinery, Inc, p. 423-426 4 p. (GECCO 2025 Companion - Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review