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Kaiping Zheng
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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
1702015
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
1032017
A survey of query result diversification
K Zheng, H Wang, Z Qi, J Li, H Gao
Knowledge and Information Systems 51, 1-36, 2017
582017
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
532017
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
392021
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
352017
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
262021
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
242020
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
132021
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
92021
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
72022
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
52022
Development of a dental diet-tracking mobile app for improved caries-related dietary behaviours: Key features and pilot evaluation of quality
CE Goh, K Zheng, WY Chua, T Nguyen, C Liu, CK Koh, GKY Lee, CM Tay, ...
Digital Health 10, 20552076241228433, 2024
32024
From Plate to Prevention: A Dietary Nutrient-aided Platform for Health Promotion in Singapore
K Zheng, T Nguyen, JHS Chong, CE Goh, M Herschel, HH Lee, C Liu, ...
arXiv preprint arXiv:2301.03829, 2023
22023
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
22022
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
K Zheng, HR Chua, M Herschel, HV Jagadish, BC Ooi, JWL Yip
Forty-first International Conference on Machine Learning, 2024
12024
Toward cohort intelligence: A universal cohort representation learning framework for electronic health record analysis
C Liu, W Zhang, BC Ooi, JWL Yip, L Zeng, K Zheng
arXiv preprint arXiv:2304.04468, 2023
12023
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
12021
Attentive Geo-Social Group Recommendation
F Yu, F Fan, S Jiang, K Zheng
arXiv preprint arXiv:1911.05466, 2019
12019
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics
Q Cai, K Zheng, HV Jagadish, BC Ooi, J Yip
arXiv preprint arXiv:2406.14015, 2024
2024
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