Saman Halgamuge

The node-weighted Steiner tree approach to identify elements of cancer-related signaling pathways

Saman K. Halgamuge, Yahui Sun, Chenkai Ma, 2017, BMC Bioinformatics.

Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes

Karin M. Verspoor, Saman K. Halgamuge, Pathima Nusrath Hameed, 2017, BMC Bioinformatics.

Discovering the pharmacodynamics of conolidine and cannabidiol using a cultured neuronal network based workflow

S. Halgamuge, C. Reid, S. Petrou, 2019, Scientific Reports.

GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

Damith A. Senanayake, Sachith Seneviratne, Saman Halgamuge, 2023, 2312.10913.