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Luca Bonomi
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2020 – today
- 2024
- [c24]Liyue Fan, Ashley Bang, Luca Bonomi:
Evaluating Generative Models in Medical Imaging. ICHI 2024: 553-555 - 2023
- [c23]Luca Bonomi, Marilyn Lionts, Liyue Fan:
Private Continuous Survival Analysis with Distributed Multi-Site Data. IEEE Big Data 2023: 5444-5453 - [c22]Luca Bonomi
, Sepand Gousheh
Enabling Health Data Sharing with Fine-Grained Privacy. CIKM 2023: 131-141 - [c21]Liyue Fan
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis. SIGSPATIAL/GIS 2023: 106:1-106:11 - [c20]Liyue Fan, Luca Bonomi:
Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy. ICHI 2023: 81-90 - 2022
- [j8]Luca Bonomi, Zeyun Wu, Liyue Fan:
Sharing personal ECG time-series data privately. J. Am. Medical Informatics Assoc. 29(7): 1152-1160 (2022) - [j7]Wenrui Dai
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. 34(2): 996-1010 (2022) - [c19]Liyue Fan, Luca Bonomi:
Training Deep Learning Models Privately in Survival Studies. AMIA 2022 - [c18]Chonghao Zhang, Luca Bonomi:
Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data. ICHI 2022: 1-3 - [c17]Luca Bonomi, Liyue Fan:
Sharing Time-to-Event Data with Privacy Protection. ICHI 2022: 11-20 - 2021
- [j6]Luca Bonomi, Liyue Fan, Xiaoqian Jiang:
Noise-tolerant similarity search in temporal medical data. J. Biomed. Informatics 113: 103667 (2021) - [c16]Liyue Fan, Zeyun Wu, Luca Bonomi:
Collecting and Sharing ECG Data with Privacy Protection. AMIA 2021 - [c15]Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado:
Privacy-Preserving Federated Biomedical Data Analysis. AMIA 2021 - 2020
- [j5]Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado:
Protecting patient privacy in survival analyses. J. Am. Medical Informatics Assoc. 27(3): 366-375 (2020)
2010 – 2019
- 2019
- [c14]Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado:
Protecting Patient Privacy in Survival Analyses. AMIA 2019 - [c13]Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado:
VERTICOX: Vertically Distributed Cox Proportional Hazards Model. AMIA 2019 - 2018
- [j4]Liyue Fan
Optimal group route query: Finding itinerary for group of users in spatial databases. GeoInformatica 22(4): 845-867 (2018) - [j3]Luca Bonomi, Xiaoqian Jiang:
Patient ranking with temporally annotated data. J. Biomed. Informatics 78: 43-53 (2018) - [c12]Liyue Fan, Luca Bonomi:
Differentially Private Sanitization of ECG Time Series. AMIA 2018 - [c11]Liyue Fan, Luca Bonomi:
Time Series Sanitization with Metric-Based Privacy. BigData Congress 2018: 264-267 - [c10]Luca Bonomi, Xiaoqian Jiang:
Pattern Similarity in Time Interval Sequences. ICHI 2018: 434-435 - 2017
- [c9]Luca Bonomi, Xiaoqian Jiang:
A Mortality Study for ICU Patients Using Bursty Medical Events. ICDE 2017: 1533-1540 - [c8]Liyue Fan, Luca Bonomi, Cyrus Shahabi, Li Xiong
Multi-user Itinerary Planning for Optimal Group Preference. SSTD 2017: 3-23 - 2016
- [j2]Luca Bonomi, Li Xiong:
On Differentially Private Longest Increasing Subsequence Computation in Data Stream. Trans. Data Priv. 9(1): 73-100 (2016) - [c7]Luca Bonomi, Xiaoqian Jiang:
Linking patients with non-PHI data. AMIA 2016 - [c6]Luca Bonomi, Liyue Fan, Hongxia Jin:
An Information-Theoretic Approach to Individual Sequential Data Sanitization. WSDM 2016: 337-346 - 2015
- [c5]Luca Bonomi, Li Xiong:
Private Computation of the Longest Increasing Subsequence in Data Streams. EDBT/ICDT Workshops 2015: 270-277 - [p1]Luca Bonomi, Liyue Fan, Li Xiong
A Review of Privacy Preserving Mechanisms for Record Linkage. Medical Data Privacy Handbook 2015: 233-265 - 2014
- [c4]Liyue Fan, Luca Bonomi, Li Xiong
Monitoring web browsing behavior with differential privacy. WWW 2014: 177-188 - 2013
- [j1]Luca Bonomi:
Mining Frequent Patterns with Differential Privacy. Proc. VLDB Endow. 6(12): 1422-1427 (2013) - [c3]Luca Bonomi, Li Xiong
A two-phase algorithm for mining sequential patterns with differential privacy. CIKM 2013: 269-278 - [c2]Luca Bonomi, Li Xiong
LinkIT: privacy preserving record linkage and integration via transformations. SIGMOD Conference 2013: 1029-1032 - 2012
- [c1]Luca Bonomi, Li Xiong
Frequent grams based embedding for privacy preserving record linkage. CIKM 2012: 1597-1601 - [i1]Luca Bonomi, Li Xiong, Rui Chen, Benjamin C. M. Fung:
Privacy Preserving Record Linkage via grams Projections. CoRR abs/1208.2773 (2012)
Coauthor Index
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