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08/23/2023
Leverage classifier: Another look at support vector machine
Support vector machine (SVM) is a popular classifier known for accuracy,...
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11/26/2022
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classifcation
This paper presents our solution for the 2nd COVID-19 Severity Detection...
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11/26/2022
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors
This paper presents our solution for the 2nd COVID-19 Competition, occur...
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08/18/2022
A Joint Estimation Approach to Sparse Additive Ordinary Differential Equations
Ordinary differential equations (ODEs) are widely used to characterize t...
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07/19/2022
Explainable Human-in-the-loop Dynamic Data-Driven Digital Twins
Digital Twins (DT) are essentially Dynamic Data-driven models that serve...
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06/17/2022
Dynamical Modeling for non-Gaussian Data with High-dimensional Sparse Ordinary Differential Equations
Ordinary differential equations (ODE) have been widely used for modeling...
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06/14/2022
Density Regression with Conditional Support Points
Density regression characterizes the conditional density of the response...
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05/26/2022
DT-SV: A Transformer-based Time-domain Approach for Speaker Verification
Speaker verification (SV) aims to determine whether the speaker's identi...
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04/15/2022
Knowledge Equivalence in Digital Twins of Intelligent Systems
A digital twin contains up-to-date data-driven models of the physical wo...
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04/10/2022
Optimal Subsampling for Large Sample Ridge Regression
Subsampling is a popular approach to alleviating the computational burde...
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12/19/2021
A Novel Load Balancing Scheme for Mobile Edge Computing
To overcome long propagation delays for data exchange between the remote...
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08/09/2021
Multi-User Cooperative Computation Framework Based on Bertrand Game
In this paper, a multi-user cooperative computing framework is applied t...
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09/09/2020
6G for Bridging the Digital Divide: Wireless Connectivity to Remote Areas
In telecommunications, network sustainability as a requirement is closel...
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07/10/2020
A Causal Inference Approach to Measure the Vulnerability of Urban Metro Systems
Transit operators and passengers need vulnerability measures to understa...
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04/30/2020
A 6G White Paper on Connectivity for Remote Areas
In many places all over the world rural and remote areas lack proper con...
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05/17/2019
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records
Machine learning has become ubiquitous and a key technology on mining el...
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12/16/2018
User-Centric Joint Access-Backhaul Design for Full-Duplex Self-Backhauled Wireless Networks
Full-duplex self-backhauling is promising to provide cost-effective and ...
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11/05/2018
DSIC: Deep Learning based Self-Interference Cancellation for In-Band Full Duplex Wireless
In-band full duplex wireless is of utmost interest to future wireless co...
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09/04/2018
A characterization of the consistent Hoare powerdomains over dcpos
It has been shown that for a dcpo P, the Scott closure of Γ_c(P) in Γ(P)...
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08/25/2018
Translating Xd-C programs to MSVL programs
C language is one of the most popular languages for software systems. In...
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08/25/2018
Translating C programs to MSVL programs
C language is one of the most popular languages in system programming an...
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07/13/2018
QR2: A Third-party Query Reranking Service Over Web Databases
The ranked retrieval model has rapidly become the de-facto way for searc...
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05/03/2018
Understanding and Mitigating the Security Risks of Voice-Controlled Third-Party Skills on Amazon Alexa and Google Home
Virtual personal assistants (VPA) (e.g., Amazon Alexa and Google Assista...
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03/21/2018
Understanding the Relationships between Information Architectures and Business Models
Based on the dualism of information architecture and business model by K...
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02/28/2018
RRR: Rank-Regret Representative
We propose the rank-regret representative as a way of choosing a small s...
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02/26/2017