• Publications
  • Influence
Secure k-nearest neighbor query over encrypted data in outsourced environments
TLDR
In this paper, we address the problem of secure processing ofk-nearest neighbor query over encrypted data (SkNN) in the cloud. Expand
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Healthcare Data Gateways: Found Healthcare Intelligence on Blockchain with Novel Privacy Risk Control
TLDR
We proposed an App (called Healthcare Data Gateway (HGD)) architecture based on blockchain to enable patient to own, control and share their own data easily and securely without violating privacy, which provides a new potential way to improve the intelligence of healthcare systems while keeping patient data private. Expand
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Block-Based Neural Networks for Personalized ECG Signal Classification
  • Wei Jiang, S. Kong
  • Computer Science, Medicine
  • IEEE Transactions on Neural Networks
  • 1 November 2007
TLDR
This paper presents evolvable block-based neural networks (BbNNs) for personalized ECG heartbeat pattern classification. Expand
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A secure distributed framework for achieving k-anonymity
TLDR
This paper presents a two-party framework along with an application that generates k-anonymous data from two vertically partitioned sources without disclosing data from one site to the other. Expand
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A Survey of Quantification of Privacy Preserving Data Mining Algorithms
TLDR
The aim of privacy preserving data mining (PPDM) algorithms is to extract relevant knowledge from large amounts of data while protecting at the same time sensitive information. Expand
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Inferring Reporting-Related Biases in Hedge Fund Databases from Hedge Fund Equity Holdings
TLDR
This paper formally analyzes the biases related to self-reporting in hedge fund databases by matching the quarterly equity holdings of a complete list of 13F-filing hedge fund companies to the union of five major commercial databases. Expand
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Optimal Cooperative Content Caching and Delivery Policy for Heterogeneous Cellular Networks
TLDR
We develop the optimal cooperative content caching and delivery policy, for which FBSs and UEs are all engaged in local content caching. Expand
  • 119
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k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data
TLDR
We propose a secure k-NN classifier over encrypted data in the cloud under the semi-honest model. Expand
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  • 10
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SM2miR: a database of the experimentally validated small molecules' effects on microRNA expression
TLDR
We established the SM2miR database, which recorded 2925 relationships between 151 small molecules and 747 miRNAs in 17 species after manual curation from nearly 2000 articles. Expand
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On-line outlier detection and data cleaning
Outliers are observations that do not follow the statistical distribution of the bulk of the data, and consequently may lead to erroneous results with respect to statistical analysis. ManyExpand
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