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2020 – today
- 2024
[j5]Youcef Nafa
, Qun Chen, Boyi Hou, Zhanhuai Li:
Adaptive deep learning for entity disambiguation via knowledge-based risk analysis. Expert Syst. Appl. 238(Part F): 122342 (2024)- 2023
- [j4]Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Wei Pan, Lijun Zhang, Zhanhuai Li:
Adaptive deep learning for entity resolution by risk analysis. Knowl. Based Syst. 260: 110118 (2023) - 2022
- [j3]Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active deep learning on entity resolution by risk sampling. Knowl. Based Syst. 236: 107729 (2022) - [j2]Boyi Hou, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li:
Gradual Machine Learning for Entity Resolution. IEEE Trans. Knowl. Data Eng. 34(4): 1803-1814 (2022) - 2021
- [c3]Murtadha H. M. Ahmed, Qun Chen, Yanyan Wang, Youcef Nafa, Zhanhuai Li, Tianyi Duan:
DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis. ACL/IJCNLP (Findings) 2021: 488-497 - 2020
- [j1]Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees. IEEE Trans. Knowl. Data Eng. 32(2): 347-359 (2020) - [i3]Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Zhanhuai Li:
Risk-based Adaptive Deep Learning for Entity Resolution. CoRR abs/2012.03513 (2020) - [i2]Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li:
Active Deep Learning on Entity Resolution by Risk Sampling. CoRR abs/2012.12960 (2020)
2010 – 2019
- 2018
- [c2]Boyi Hou, Youcef Nafa:
Enabling Temporal Reasoning for Fact Statements: A Web-Based Approach. DASFAA Workshops 2018: 99-107 - [c1]Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Youcef Nafa, Zhanhuai Li, Hailong Liu, Wei Pan:
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework. ICDE 2018: 1156-1167 - [i1]Boyi Hou, Qun Chen, Zhaoqiang Chen, Youcef Nafa, Zhanhuai Li:
i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees. CoRR abs/1803.05714 (2018)
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