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Big Data Computing and Communications

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Cover of 'Big Data Computing and Communications'

Table of Contents

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    Book Overview
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    Chapter 1 Similarity Search Algorithm over Data Supply Chain Based on Key Points
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    Chapter 2 Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation in Wireless Communications
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    Chapter 3 Cost Optimal Resource Provisioning for Live Video Forwarding Across Video Data Centers
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    Chapter 4 Research and Application of Fast Multi-label SVM Classification Algorithm Using Approximate Extreme Points
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    Chapter 5 Determining the Topic Hashtags for Chinese Microblogs Based on 5W Model
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    Chapter 6 HMVR-tree: A Multi-version R-tree Based on HBase for Concurrent Access
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    Chapter 7 Short- and Long-Distance Big Data Transmission: Tendency, Challenge Issues and Enabling Technologies
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    Chapter 8 A Compact In-memory Index for Managing Set Membership Queries on Streaming Data
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    Chapter 9 Accurate Identification of Low-Level Radiation Sources with Crowd-Sensing Networks
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    Chapter 10 Rotate and Guide: Accurate and Lightweight Indoor Direction Finding Using Smartphones
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    Chapter 11 LaP: Landmark-Aided PDR on Smartphones for Indoor Mobile Positioning
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    Chapter 12 WhozDriving: Abnormal Driving Trajectory Detection by Studying Multi-faceted Driving Behavior Features
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    Chapter 13 Trajectory Prediction in Campus Based on Markov Chains
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    Chapter 14 Soil Moisture Content Detection Based on Sensor Networks
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    Chapter 15 Missing Value Imputation for Wireless Sensory Soil Data: A Comparative Study
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    Chapter 16 Redundancy Elimination of Big Sensor Data Using Bayesian Networks
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    Chapter 17 IoT Sensing Parameters Adaptive Matching Algorithm
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    Chapter 18 Big Data in Ocean Observation: Opportunities and Challenges
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    Chapter 19 MR-Similarity: Parallel Algorithm of Vessel Mobility Pattern Detection
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    Chapter 20 Knowledge Graph Completion for Hyper-relational Data
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    Chapter 21 Approximate Subgraph Matching Query over Large Graph
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    Chapter 22 A Novel High-Dimensional Index Method Based on the Mathematical Features
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    Chapter 23 Target Detection and Tracking in Big Surveillance Video Data
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    Chapter 24 SGraph: A Distributed Streaming System for Processing Big Graphs
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    Chapter 25 Towards Semantic Web of Things: From Manual to Semi-automatic Semantic Annotation on Web of Things
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    Chapter 26 Efficient Online Surveillance Video Processing Based on Spark Framework
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    Chapter 27 Improved PC Based Resource Scheduling Algorithm for Virtual Machines in Cloud Computing
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    Chapter 28 Resource Scheduling and Data Locality for Virtualized Hadoop on IaaS Cloud Platform
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    Chapter 29 An Asynchronous 2D-Torus Network-on-Chip Using Adaptive Routing Algorithm
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    Chapter 30 Infringement of Individual Privacy via Mining Differentially Private GWAS Statistics
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    Chapter 31 Privacy Preserving in the Publication of Large-Scale Trajectory Databases
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    Chapter 32 A Trust System for Detecting Selective Forwarding Attacks in VANETs
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    Chapter 33 Certificateless Key-Insulated Encryption: Cryptographic Primitive for Achieving Key-Escrow Free and Key-Exposure Resilience
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    Chapter 34 A Novel J wave Detection Method Based on Massive ECG Data and MapReduce
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    Chapter 35 A Decision Level Fusion Algorithm for Time Series in Cyber Physical System
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    Chapter 36 An Improved Image Classification Method Considering Rotation Based on Convolutional Neural Network
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    Chapter 37 Semantic Trajectories Based Social Relationships Discovery Using WiFi Monitors
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    Chapter 38 Improving Location Prediction Based on the Spatial-Temporal Trajectory
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    Chapter 39 Path Sampling Based Relevance Search in Heterogeneous Networks
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Title
Big Data Computing and Communications
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-42553-5
ISBNs
978-3-31-942552-8, 978-3-31-942553-5
Editors

Yu Wang, Ge Yu, Yanyong Zhang, Zhu Han, Guoren Wang

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The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 61 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 61 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 3%
Unknown 59 97%
Readers by discipline Count As %
Computer Science 2 3%
Unknown 59 97%