2 papers
q-bio.MN2025
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models
Lun Ai, Stephen H. Muggleton, Shi-Shun Liang +1
Reasoning about hypotheses and updating knowledge through empirical observations are central to scientific discovery. In this work, we applied logic-based machine learning methods…
cs.AI2024
Active learning of digenic functions with boolean matrix logic programming
Lun Ai, Stephen H. Muggleton, Shi-shun Liang +1
We apply logic-based machine learning techniques to facilitate cellular engineering and drive biological discovery, based on comprehensive databases of metabolic processes called g…