Tommy Liu - researchr alias

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Viewing Publication 1 - 6 from 6

2023

Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysisWeitong Huang, Hanna Suominen, Tommy Liu, Gregory Rice, Carlos Salomon, Amanda S. Barnard. jbi, 141:104365, May 2023. [doi]

Shapley Based Residual Decomposition for Instance AnalysisTommy Liu, Amanda S. Barnard. icml 2023: 21375-21387 [doi]

2021

Fast derivation of Shapley based feature importances through feature extraction methods for nanoinformaticsTommy Liu, Amanda S. Barnard. mlst, 2(3):35034, 2021. [doi]

2019

Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical DescriptionsTommy Liu, Jo Plested. iconip 2019: 750-757 [doi]

Using Restart Heuristics to Improve Agent Performance in Angry BirdsTommy Liu, Jochen Renz, Peng Zhang 0021, Matthew Stephenson. cig 2019: 1-8 [doi]

2018

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