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2020 – today
- 2023
[j3]Weitong Huang
, Hanna Suominen, Tommy Liu, Gregory Rice, Carlos Salomon, Amanda S. Barnard:
Explainable discovery of disease biomarkers: The case of ovarian cancer to illustrate the best practice in machine learning and Shapley analysis. J. Biomed. Informatics 141: 104365 (2023)- [c3]Tommy Liu, Amanda S. Barnard:
Shapley Based Residual Decomposition for Instance Analysis. ICML 2023: 21375-21387 - [i2]Tommy Liu, Amanda S. Barnard:
Shapley Based Residual Decomposition for Instance Analysis. CoRR abs/2305.18818 (2023) - 2021
- [j2]Tommy Liu, Amanda S. Barnard:
Fast derivation of Shapley based feature importances through feature extraction methods for nanoinformatics. Mach. Learn. Sci. Technol. 2(3): 35034 (2021)
2010 – 2019
- 2019
- [c2]Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson:
Using Restart Heuristics to Improve Agent Performance in Angry Birds. CoG 2019: 1-8 - [c1]Tommy Liu, Jo Plested:
Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical Descriptions. ICONIP (4) 2019: 750-757 - [i1]Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson:
Using Restart Heuristics to Improve Agent Performance in Angry Birds. CoRR abs/1905.12877 (2019) - 2018
- [j1]David J. Rotenberg, Qing Chang, Natalia Potapova, Andy Wang, Marcia Hon, Marcos Sanches, Nikola Bogetic, Nathan Frias, Tommy Liu, Brendan Behan, Rachad El-Badrawi, Stephen C. Strother, Susan G. Evans, Jordan Mikkelsen, Tom Gee, Fan Dong, Stephen R. Arnott, Shuai Laing, Moyez Dharsee, Anthony L. Vaccarino, Mojib Javadi, Kenneth R. Evans, Damian Jankowicz:
The CAMH Neuroinformatics Platform: A Hospital-Focused Brain-CODE Implementation. Frontiers Neuroinformatics 12: 77 (2018)
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