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Kaiping Zheng
Kaiping Zheng
在 comp.nus.edu.sg 的电子邮件经过验证 - 首页
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SINGA: A distributed deep learning platform
BC Ooi, KL Tan, S Wang, W Wang, Q Cai, G Chen, J Gao, Z Luo, ...
Proceedings of the 23rd ACM international conference on Multimedia, 685-688, 2015
1372015
Big healthcare data analytics: Challenges and applications
C Lee, Z Luo, KY Ngiam, M Zhang, K Zheng, G Chen, BC Ooi, WLJ Yip
Handbook of Large-Scale Distributed Computing in Smart Healthcare, 11-41, 2017
772017
Resolving the bias in electronic medical records
K Zheng, J Gao, KY Ngiam, BC Ooi, WLJ Yip
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
432017
A survey of query result diversification
K Zheng, H Wang, Z Qi, J Li, H Gao
Knowledge and Information Systems 51 (1), 1-36, 2017
372017
Capturing Feature-Level Irregularity in Disease Progression Modeling
K Zheng, W Wang, J Gao, KY Ngiam, BC Ooi, WLJ Yip
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
302017
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
Z Luo, SH Yeung, M Zhang, K Zheng, L Zhu, G Chen, F Fan, Q Lin, ...
2021 IEEE 37th International Conference on Data Engineering (ICDE), 1655-1666, 2021
132021
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
K Zheng, S Cai, HR Chua, W Wang, KY Ngiam, BC Ooi
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
102020
ARM-Net: Adaptive Relation Modeling Network for Structured Data
S Cai, K Zheng, G Chen, HV Jagadish, BC Ooi, M Zhang
Proceedings of the 2021 International Conference on Management of Data, 207-220, 2021
92021
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery
K Zheng, G Chen, M Herschel, KY Ngiam, BC Ooi, J Gao
Proceedings of the 2021 International Conference on Management of Data, 2156 …, 2021
72021
Health Care Analytics With Time-Invariant and Time-Variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study
HR Chua, K Zheng, A Vathsala, KY Ngiam, HK Yap, L Lu, HY Tiong, ...
Journal of Medical Internet Research 23 (12), e30805, 2021
32021
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics
Q Cai, K Zheng, BC Ooi, W Wang, C Yao
2022 IEEE 38th International Conference on Data Engineering (ICDE), 393-406, 2022
12022
Attentive Geo-Social Group Recommendation
F Yu, F Fan, S Jiang, K Zheng
arXiv preprint arXiv:1911.05466, 2019
12019
eDental: Managing Your Dental Care in Diet Diaries
K Zheng, T Nguyen, C Liu, CE Goh, BC Ooi
Proceedings of the 31st ACM International Conference on Information …, 2022
2022
DyHealth: making neural networks dynamic for effective healthcare analytics
K Zheng, S Cai, HR Chua, M Herschel, M Zhang, BC Ooi
Proceedings of the VLDB Endowment 15 (12), 3445-3458, 2022
2022
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal
L Zhu, Z Luo, W Wang, M Zhang, G Chen, K Zheng
Proceedings of the 29th ACM International Conference on Multimedia, 3024-3033, 2021
2021
TOWARDS HIGH QUALITY AND INTERPRETABLE HEALTHCARE DATA ANALYTICS
Z KAIPING
2019
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset
K Zheng, T Nguyen, JHS Chong, CE Goh, M Herschel, HH Lee, BC Ooi, ...
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