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12/07/2022
An automated approach to extracting positive and negative clinical research results
Failure is common in clinical trials since the successful failures prese...
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08/28/2022
DP-PSI: Private and Secure Set Intersection
One way to classify private set intersection (PSI) for secure 2-party co...
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12/29/2021
DP-FP: Differentially Private Forward Propagation for Large Models
When applied to large-scale learning problems, the conventional wisdom o...
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12/24/2021
Distinguishing Transformative from Incremental Clinical Evidence: A Classifier of Clinical Research using Textual features from Abstracts and Citing Sentences
In clinical research and clinical decision-making, it is important to kn...
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12/05/2021
Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements
Purpose: This study aims to develop a novel approach to extracting and m...
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12/05/2021
A comment-driven evidence appraisal approach for decision-making when only uncertain evidence available
Purpose: To explore whether comments could be used as an assistant tool ...
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10/30/2021
Dynamic Differential-Privacy Preserving SGD
Differentially-Private Stochastic Gradient Descent (DP-SGD) prevents tra...
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10/25/2020
Towards Medical Knowmetrics: Representing and Computing Medical Knowledge using Semantic Predications as the Knowledge Unit and the Uncertainty as the Knowledge Context
In China, Prof. Hongzhou Zhao and Zeyuan Liu are the pioneers of the con...
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06/10/2020
Variational Optimization for the Submodular Maximum Coverage Problem
We examine the submodular maximum coverage problem (SMCP), which is rela...
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03/03/2020
Impact of JD Bernal Thoughts in the Science of Science upon China: Implications for Quantitative Studies of Science Today
John Desmond Bernal (1901-1970) was one of the most eminent scientists i...
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06/19/2019
Paper-Patent Citation Linkages as Early Signs for Predicting Delayed Recognized Knowledge: Macro and Micro Evidence
In this study, we investigate the extent to which patent citations to pa...
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06/19/2019
Patent citations to scientific papers as early signs for predicting delayed recognition of scientific discoveries: a comparative study with instant recognition
In this study, we investigate the extent to that patent citations to pap...
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01/19/2018
Distributed Frequency Offsets Estimation
In this paper, we provide a distributed frequency offset estimation algo...
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01/17/2018
Convergence Analysis of Belief Propagation on Gaussian Graphical Models
Gaussian belief propagation (GBP) is a recursive computation method that...
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11/26/2017
Distributed Convergence Verification for Gaussian Belief Propagation
Gaussian belief propagation (BP) is a computationally efficient method t...
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10/28/2017
Topology Adaptive Graph Convolutional Networks
Convolution acts as a local feature extractor in convolutional neural ne...
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06/12/2017
Convergence analysis of belief propagation for pairwise linear Gaussian models
Gaussian belief propagation (BP) has been widely used for distributed in...
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11/07/2016
