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Yashu Liu 0001

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affiliation: Arizona State University, Biodesign Institute, Tempe, AZ, USA

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Books and Theses

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2018
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Yashu Liu:
Mining Data with Feature Interactions. Arizona State University, Tempe, USA, 2018

Journal Articles

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2016
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Yashu Liu, Jie Wang, Jieping Ye:
An Efficient Algorithm For Weak Hierarchical Lasso. ACM Trans. Knowl. Discov. Data 10(3): 32:1-32:24 (2016)

Conference and Workshop Papers

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2017
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Yashu Liu, Shuang Qiu, Ping Zhang, Pinghua Gong, Fei Wang, Guoliang Xue, Jieping Ye:
Computational Drug Discovery with Dyadic Positive-Unlabeled Learning. SDM 2017: 45-53
2015
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Liang Zhan, Yashu Liu, Jiayu Zhou, Jieping Ye, Paul M. Thompson:
Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition. ISBI 2015: 131-135
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Zhi Nie, Tao Yang, Yashu Liu, Binbin Lin, Qingyang Li, Vaibhav A. Narayan, Gayle M. Wittenberg, Jieping Ye:
Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values. Pacific Symposium on Biocomputing 2015: 455-466
2014
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Yashu Liu, Jie Wang, Jieping Ye:
An efficient algorithm for weak hierarchical lasso. KDD 2014: 283-292
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Yashu Liu, Zhi Nie, Jiayu Zhou, Michael Farnum, Vaibhav A. Narayan, Gayle M. Wittenberg, Jieping Ye:
Sparse Generalized Functional Linear Model for Predicting Remission Status of Depression Patients. Pacific Symposium on Biocomputing 2014: 364-375
2013
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Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou:
Patient Risk Prediction Model via Top-k Stability Selection. SDM 2013: 55-63

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