Yi Zheng

17 papers B 1C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
Deep learning detection of anomalous patterns from bus trajectories for traffic insight analysis.
Knowl. Based Syst.
Xiaocai Zhang, Yi Zheng, Zhixun Zhao, Yuansheng Liu, Michael Blumenstein, Jinyan Li
2021 J jnl
Multigene editing: current approaches and beyond.
Briefings Bioinform.
Hui Peng, Yi Zheng, Zhixun Zhao, Jinyan Li
2020 J jnl
Prediction of Taxi Destinations Using a Novel Data Embedding Method and Ensemble Learning.
IEEE Trans. Intell. Transp. Syst.
Xiaocai Zhang, Zhixun Zhao, Yi Zheng, Jinyan Li
2019 J jnl
DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
2019 J jnl
Inverse similarity and reliable negative samples for drug side-effect prediction.
BMC Bioinform.
Yi Zheng, Hui Peng, Shameek Ghosh, Chaowang Lan, Jinyan Li
2019 J jnl
Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
2019 — —
Text and data mining for human drug understanding
Yi Zheng
2018 J jnl
CRISPR/Cas9 cleavage efficiency regression through boosting algorithms and Markov sequence profiling.
Bioinform.
Hui Peng, Yi Zheng, Michael Blumenstein, Dacheng Tao, Jinyan Li
2018 — conf
Distinction Between Ships and Icebergs in SAR Images Using Ensemble Loss Trained Convolutional Neural Networks.
Australasian Conference on Artificial Intelligence
Xiaocai Zhang, Yuansheng Liu, Yi Zheng, Zhixun Zhao, Jinyan Li, Yang Liu
2018 B conf
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning.
IJCNN
Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li
2018 J jnl
Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databases.
BMC Bioinform.
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Jie Yin, Jinyan Li
2018 J jnl
Recognition of CRISPR/Cas9 off-target sites through ensemble learning of uneven mismatch distributions.
Bioinform.
Hui Peng, Yi Zheng, Zhixun Zhao, Tao Liu, Jinyan Li
2017 — conf
An Optimized Drug Similarity Framework for Side-effect Prediction.
CinC
Yi Zheng, Shameek Ghosh, Jinyan Li
2017 J jnl
Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite.
BMC Bioinform.
Hui Peng, Chaowang Lan, Yi Zheng, Gyorgy Hutvagner, Dacheng Tao, Jinyan Li
2016 C conf
Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles.
ADMA
Shameek Ghosh, Yi Zheng, Thorsten Lammers, Ying-Ying Chen, Carolyn Fitzmaurice, Scott Johnston, Jinyan Li
2016 — conf
Using constrained information entropy to detect rare adverse drug reactions from medical forums.
EMBC
Yi Zheng, Chaowang Lan, Hui Peng, Jinyan Li
2014 — conf
A Novel Feature Selection Method Based on Category Distribution and Phrase Attributes.
ISCTCS
Yi Zheng, Weihong Han, Chengzhang Zhu