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Zhanglong Ji
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2010 – 2019
- 2018
- [j8]Wei Wei, Zhanglong Ji, Yupeng He, Kai Zhang, Yuanchi Ha, Qi Li, Lucila Ohno-Machado:
Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge. Database J. Biol. Databases Curation 2018: bay017 (2018) - [j7]Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang:
Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets. IEEE Trans. Knowl. Data Eng. 30(3): 573-584 (2018) - 2017
- [b1]Zhanglong Ji:
Learning Information from Data while Preserving Differential Privacy. University of California, San Diego, USA, 2017 - [j6]Meng Wang, Zhanglong Ji, Shuang Wang, Jihoon Kim, Hai Yang, Xiaoqian Jiang, Lucila Ohno-Machado:
Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies. Bioinform. 33(23): 3716-3725 (2017) - [j5]Jean Louis Raisaro, Florian Tramèr, Zhanglong Ji, Diyue Bu, Yongan Zhao, W. Knox Carey, David D. Lloyd, Heidi Sofia, Dixie Baker, Paul Flicek, Suyash S. Shringarpure, Carlos D. Bustamante, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Haixu Tang, XiaoFeng Wang, Jean-Pierre Hubaux:
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. J. Am. Medical Informatics Assoc. 24(4): 799-805 (2017) - [c5]Wei Wei, Zhanglong Ji, Lucila Ohno-Machado:
Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment. AMIA 2017 - [c4]Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang:
Partitioning-Based Mechanisms Under Personalized Differential Privacy. PAKDD (1) 2017: 615-627 - 2016
- [c3]Wei Wei, Zhanglong Ji, Lucila Ohno-Machado:
Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment. AMIA 2016 - 2015
- [j4]Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado:
WebDISCO: a web service for distributed cox model learning without patient-level data sharing. J. Am. Medical Informatics Assoc. 22(6): 1212-1219 (2015) - 2014
- [j3]Fei Yu, Zhanglong Ji:
Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge. BMC Medical Informatics Decis. Mak. 14(S-1): S3 (2014) - [i1]Zhanglong Ji, Zachary Chase Lipton, Charles Elkan:
Differential Privacy and Machine Learning: a Survey and Review. CoRR abs/1412.7584 (2014) - 2013
- [j2]Zhanglong Ji, Charles Elkan:
Differential privacy based on importance weighting. Mach. Learn. 93(1): 163-183 (2013) - [j1]Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado:
Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. 6(1): 19-34 (2013) - 2012
- [c2]Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong:
A Randomized Response Model for Privacy-Preserving Data Dissemination. HISB 2012: 138 - 2011
- [c1]Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang:
A Whole Page Click Model to Better Interpret Search Engine Click Data. AAAI 2011: 1140-1145
Coauthor Index
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