12 Result(s)
within
Conference Paper
**anghan Zheng
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Chapter and Conference Paper
Rethinking Distribution Alignment for Inter-class Fairness
Semi-supervised learning (SSL) is a successful paradigm that can use unlabelled data to alleviate the labelling cost problem in supervised learning. However, the excellent performance brought by SSL does not t...
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Chapter and Conference Paper
A Privacy-Preserving Face Recognition Scheme Combining Homomorphic Encryption and Parallel Computing
Face recognition technology is widely used in various fields, such as law enforcement, payment systems, transportation, and access control. Traditional face authentication systems typically establish a facial ...
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Chapter and Conference Paper
Ethereum Public Opinion Analysis Based on Attention Mechanism
With the rapid development of Ethereum, vast amounts of data are recorded on the blockchain through transactions, encompassing diverse and extensive textual information. While Long Short-Term Memory (LSTM) mod...
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Chapter and Conference Paper
Multi-modal Feature Fusion Based on Variational Autoencoder for Visual Question Answering
Visual Question Answering (VQA) tasks must provide correct answers to the questions posed by given images. Such requirement has been a wide concern since this task was presented. VQA consists of four steps: im...
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Chapter and Conference Paper
A System Architecture for Smart Health Services and Applications
Given the increasing social needs for high-quality health and medical services at a low cost, smart health has gained significant attention as the leader in achieving national happiness and next-generation gro...
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Chapter and Conference Paper
An Architecture-Based Autonomous Engine for Services Configuration and Deployment in Hybrid Clouds
As cloud computing offers scalability, extensibility, elasticity, flexibility and cost savings to the customers of cloud service providers, there is a growing trend towards migrating services to the cloud. Hyb...
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Chapter and Conference Paper
Survey on Software-Defined Networking
Recently, both the academia and industry have initiated research directed toward the integration of software-defined networking (SDN) technologies into the next generation of networking. In this paradigm, SDN ...
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Chapter and Conference Paper
Markov Based Social User Interest Prediction
In this paper, we propose a new approach to predict users’ interest eigenvalues based on multi-Markov chain model, which provides a better personalized service for the users timely. We first collect a dataset ...
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Chapter and Conference Paper
Machine Learning Based Scalable and Adaptive Network Function Virtualization
Due to the continuous development of SDN and NFV technology in recent years, it is important to improve the network performance to the users. But the traditional technology is not mature and has many shortcomi...
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Chapter and Conference Paper
Machine-Learning Based Routing Pre-plan for SDN
In Software Defined Network (SDN) environment, controller has to compute and install routing strategy for each new flow, leading to a lot of computation and communication burden in both controller and data pla...
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Chapter and Conference Paper
The Design of Secure and Efficient P2PSIP Communication Systems
Recently, both academia and industry have initiated research projects directed on integration of P2PSIP paradigm into communication systems. In this paradigm, P2P network stores most of the network information...
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Chapter and Conference Paper
A System Architecture for SIP/ IMS-based Multimedia Services
The aim of IP Multimedia Subsystem (IMS) is not only to realize the convergence of the fixed or mobile networks at network level, but also to establish a uni-platform for providing services, no matter which ac...
