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Chapter and Conference Paper
D2D-Based Multi-relay-Assisted Computation Offloading in Edge Computing Network
With the rapid development of edge computing, a large number of compute-intensive tasks are offloaded to the edge server, and computation offloading strategy has become a hot research topic. Because the deploy...
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Chapter and Conference Paper
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
Modeling and predicting human mobility are of great significance to various application scenarios such as intelligent transportation system, crowd management, and disaster response. In particular, in a severe ...
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Chapter and Conference Paper
The Eighth Visual Object Tracking VOT2020 Challenge Results
The Visual Object Tracking challenge VOT2020 is the eighth annual tracker benchmarking activity organized by the VOT initiative. Results of 58 trackers are presented; many are state-of-the-art trackers publish...
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Chapter and Conference Paper
Cross Fusion for Egocentric Interactive Action Recognition
The characteristics of egocentric interactive videos, which include heavy ego-motion, frequent viewpoint changes and multiple types of activities, hinder the action recognition methods of third-person vision f...
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Chapter and Conference Paper
Capability Assessment of Networking Information-Centric System of Systems: Review and Prospect
This paper reviews the research progress of capability assessment of the networking information-centric system of systems. The concept, characteristics and capability structure of the networking information-ce...
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Chapter and Conference Paper
Federated Acoustic Model Optimization for Automatic Speech Recognition
Traditional Automatic Speech Recognition (ASR) systems are usually trained with speech records centralized on the ASR vendor’s machines. However, with data regulations such as General Data Protection Regulatio...
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Chapter and Conference Paper
Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalizations
Deep encoder-decoder based CNNs have advanced image inpainting methods for hole filling. While existing methods recover structures and textures step-by-step in the hole regions, they typically use two encoder-...
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Chapter and Conference Paper
An Interpretable Recommendations Approach Based on User Preferences and Knowledge Graph
In recent years, how to accurately recommend and solve the opacity of the recommendation system has received more and more attention. Some researchers introduced some auxiliary information into the recommendat...
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Chapter and Conference Paper
Analysis on the Block Reward of Fork After Withholding (FAW)
The irreversible trend in clustering of mining power raises severe concerns on stability and security of PoW based on cryptocurrency. It has been shown that, in some case, reward of a mining pool can be signif...
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Chapter and Conference Paper
Epileptic Seizure Detection Using EEGs Based on Kernel Radius of Intrinsic Mode Functions
The study of automated epileptic seizure detection using EEGs has attracted more and more researchers in these decades. How to extract appropriate features in EEGs, which can be applied to differentiate non-se...
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Chapter and Conference Paper
On Optimizing Partitioning Strategies for Faster Inverted Index Compression
Inverted index is a key component for search engine to manage billions of documents and fast respond to users’ queries. While substantial effort has been made to compromise space occupancy and decoding speed, ...
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Chapter and Conference Paper
A Parallel Multiple K-Means Clustering and Application on Detect Near Native Model
Protein structure clustering is an important and essential step in protein 3D structure prediction. However, two issues limited current methods. But the large-scale candidate models in the decoy and undisting...
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Chapter and Conference Paper
A New Two-Dimension Model of Evaluating the Quality of Distance Education
This paper established and designed evaluation index system based on “Information Technology application fields—service quality promotion” two dimensions model. The Information Technology application fields in...
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Chapter and Conference Paper
Faster MaxScore Document Retrieval with Aggressive Processing
Large search engines process thousands of queries per second over billions of documents, making a huge performance gap between disjunctive and conjunctive queries. An important class of optimization techniques...
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Chapter and Conference Paper
Collaborative Friendship Networks in Online Healthcare Communities: An Exponential Random Graph Model Analysis
Health 2.0 provides patients an unprecedented way to connect with each other online. However, less attention has been paid to how patient collaborative friendships form in online healthcare communities. This s...
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Chapter and Conference Paper
Reducing the Subjectivity of Gene Expression Data Clustering Based on Spatial Contiguity Analysis
Clustering, which has been widely used as a forecasting tool for gene expression data, remains problematic at a very deep level: different initial points of clustering lead to different processes of convergenc...
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Chapter and Conference Paper
Feature Selection Algorithm Based on Least Squares Support Vector Machine and Particle Swarm Optimization
A hybrid feature selection algorithm based on least squares support vector machine (LSSVM) and discrete particle swarm optimization is proposed in this paper. The proposed algorithm takes advantage of the easy...
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Chapter and Conference Paper
Anchor Points Seeking of Large Urban Crowd Based on the Mobile Billing Data
In everyday life, people spend most of their time in some routine places such as the living places(origin) and working places(destination). We define these locations as anchor points. The anchor point informat...
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Chapter and Conference Paper
Optimizing Collaborative Filtering by Interpolating the Individual and Group Behaviors
Collaborative filtering has been very successful in both research and E-commence applications. One of the most popular collaborative filtering algorithms is the k-Nearest Neighbor (KNN) method, which finds k near...
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Chapter and Conference Paper
Fast Parallel FFT on CTaiJi: A Coarse-Grained Reconfigurable Computation Platform
Traditional microprocessors are today getting more and more inefficient for a growing range of applications that are mainly about processing data-stream. These applications have two character characteristics: ...