179 citations · 593 across the 10 of their papers we have counts for
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cs.LG2018★ 125 cited
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction
Zhuyifan Ye, Yilong Yang, Xiaoshan Li +2
Background: Pharmacokinetic evaluation is one of the key processes in drug discovery and development. However, current absorption, distribution, metabolism, excretion prediction mo…
cs.LG2018★ 179 cited
Deep learning for in vitro prediction of pharmaceutical formulations
Yilong Yang, Zhuyifan Ye, Yan Su +3
Current pharmaceutical formulation development still strongly relies on the traditional trial-and-error approach by individual experiences of pharmaceutical scientists, which is la…
cs.LG2018★ 51 cited
ServeNet: A Deep Neural Network for Web Services Classification
Yilong Yang, Nafees Qamar, Peng Liu +4
Automated service classification plays a crucial role in service discovery, selection, and composition. Machine learning has been widely used for service classification in recent y…