Mike Domaratzki
Department Chair, Professor
ON LEAVE until Jun 30, 2027
Office: Middlesex College 368
Tel: 519-661-2111 x82561
Email: mdomarat@uwo.ca
Mike Domaratzki is an Professor and Chair of the Department of Computer Science. His research interests are in bioinformatics, genomics and theoretical computer science. His recent research investigates machine learning tools for genomic prediction for crops. He has taught at the graduate and undergraduate level in a variety of areas, including introductory programming, data structures and algorithms, object oriented programming, bioinformatics, and automata and formal languages.
Research Interests
Bioinformatics, Computational Genomics, Machine Learning, Theory of Computing.
Selected Publications
- S. Alahyari, S. M. Ghobadlou, and M. Domaratzki, “Regression augmentation with data-driven segmentation,” Neural Networks, 2026, doi: 10.1016/j.neunet.2026.108603.
- S. Jubair and M. Domaratzki, “Crop genomic selection with deep learning and environmental data: A survey,” Frontiers in Artificial Intelligence, 2023, doi: 10.3389/frai.2022.1040295
- S. Matharaarachchi, M. Domaratzki, and S. Muthukumarana, “Enhancing SMOTE for imbalanced data with abnormal minority instances,” Machine Learning with Applications, 2024, doi: 10.1016/j.mlwa.2024.100597.
- A. Morshedian and M. Domaratzki, “LSTM-attention-guided graph neural networks for integrated genotype–Environment modeling in maize yield prediction,” PLOS Computational Biology, 2026, doi: 10.1371/journal.pcbi.1013729.
