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Human Centered Computing

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Cover of 'Human Centered Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Reasoning Based Virtual Machine Mapping Toward Physical Machine
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    Chapter 2 Mobile Offloading in Vehicular Networks: A Reward-Based Incentive Caching Scheme
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    Chapter 3 Early Prediction of Student Success Based on Data Mining and Artificial Neural Network
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    Chapter 4 A Method of Vehicle Fault Diagnosis Supporting Multi-value-chain Collaboration
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    Chapter 5 Reinforcement Learning Based Signal Quality Aware Handover Scheme for LEO Satellite Communication Networks
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    Chapter 6 A Non-contact and Unconstrained Sleep Health Monitoring System
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    Chapter 7 Sentiment Analysis of Social Networks’ Comments to Predict Stock Return
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    Chapter 8 SC-RBAC: A Smart Contract based RBAC Model for DApps
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    Chapter 9 Customer Classification-Based Pre-sale Multi-value-chain Collaborative Mechanism Verification
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    Chapter 10 A Real-Time Update Approach for Visualizing Multidimensional Big Data
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    Chapter 11 Cultural Psychology Analysis on Ancient Chinese Archive
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    Chapter 12 Real-Time Collaborative Annotation System Supporting Separation of Content and Annotation
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    Chapter 13 An Advanced Membrane Evolutionary Algorithm for Constrained Engineering Design Problems
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    Chapter 14 Aspect Sentiment Classification Based on Sequence to Sequence Reinforced Learning
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    Chapter 15 Performance-Improved UCD-Based Hybrid Precoding for Millimeter-Wave Massive MIMO Single User Systems
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    Chapter 16 Evaluation of Augmented Reality Occlusion Scheme Based on Analytic Hierarchy Process
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    Chapter 17 Suicidal Ideation Detection via Social Media Analytics
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    Chapter 18 The Latent Semantic Power of Labels: Improving Image Classification via Natural Language Semantic
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    Chapter 19 Clustering Method for Low Voltage Substation-Area Users Based on Edge Computing Architecture
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    Chapter 20 Different Performances of Speech and Natural Gait in Identifying Anxiety and Depression
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    Chapter 21 Global Anomaly Detection Based on a Deep Prediction Neural Network
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    Chapter 22 SCHONA: A Scholar Persona System Based on Academic Social Network
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    Chapter 23 Customer Evaluation-Based Automobile After-Sale Service Multi-value-Chain Collaborative Mechanism Verification
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    Chapter 24 Research on the Construction of Sharing Service Model in Fresh E-commerce Cold Storage
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    Chapter 25 Usability Testing of a Smartphone Telecare Application for Informal Caregivers
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    Chapter 26 High Efficiency Permanent Magnet Synchronous Motor Used in Electric Vehicle
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    Chapter 27 The Method of Urban Intelligent Address Coding Based on Spatiotemporal Semantics
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    Chapter 28 Advanced Human Centric 5G-IoT in a Smart City: Requirements and Challenges
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    Chapter 29 Design of Electrical Equipment Integration System for LNG Single-Fuel Bulk Carrier
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    Chapter 30 Protocol Analysis Method Based on State Machine
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    Chapter 31 News Recommendation Model Based on Improved Label Propagation Algorithm
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    Chapter 32 Route Optimization of Robot Groups in Community Environment
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    Chapter 33 Matching User Accounts Across Social Networks Based on LDA Model
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    Chapter 34 Sales-Forecast-Based Auto Parts Multiple-Value Chain Collaboration Mechanism and Verification
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    Chapter 35 Multi-scale Attentive Residual Network for Single Image Deraining
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    Chapter 36 Intention Classification Based on Transfer Learning: A Case Study on Insurance Data
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    Chapter 37 Network Optimization Under Traffic Uncertainties Based on SDN
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    Chapter 38 Design of Crane Virtual Simulation Teaching Assessment System
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    Chapter 39 Fog Concentration Grade Judgment for Meter Reading Based on SVM
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    Chapter 40 A Robust Optimization Model for Closed-Loop Supply Chain Network Under Uncertain Returns
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    Chapter 41 Design and Implementation of Energy Saving Monitoring and Management System on Campus Based on Internet of Things Technology
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    Chapter 42 A Deep Reinforcement Learning Approach Towards Computation Offloading for Mobile Edge Computing
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    Chapter 43 Joint Neural Collaborative Filtering with Basic Side Information
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    Chapter 44 Reaching Consensus for SDN Multi-controller Networks
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    Chapter 45 A Model Based on a Fuzzy Petri Net for Scenario Evolution of Unconventional Emergencies
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    Chapter 46 Semi-physical Simulation of Fuel Loss for Unmanned Aerial Vehicle
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    Chapter 47 An Early Warning System of Tram Safety Protection Based on Multi-information Detection
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    Chapter 48 A Low-Frequency Broadband Triboelectric Energy Harvester Based on Cantilever Beam with a Groove
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    Chapter 49 Micro Heater with Low Temperature Coefficient of Resistance for ICF Target
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    Chapter 50 Random Convolutional Neural Network Based on Distributed Computing with Decentralized Architecture
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    Chapter 51 Emotion Recognition from Human Gait Features Based on DCT Transform
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    Chapter 52 Person Search with Joint Detection, Segmentation and Re-identification
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    Chapter 53 Analysis of Influencing Factors of PV Based Ensemble Modeling for PV Power and Application in Prediction
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    Chapter 54 Design of Searchable Algorithm for Biological Databased on Homomorphic Encryption
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    Chapter 55 Speech-Based Automatic Recognition Technology for Major Depression Disorder
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    Chapter 56 Multi-layer Filtering Webpage Classification Method Based on SVM
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    Chapter 57 Character-Level Attention Convolutional Neural Networks for Short-Text Classification
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    Chapter 58 Machine Learning in Short Video APP User Activity Prediction
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    Chapter 59 SF-KCCA: Sample Factoring Induced Kernel Canonical Correlation Analysis
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    Chapter 60 Biological Data Migration Method Based on IPFS System
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    Chapter 61 Meter Detection of Substation Scene Based on Deep Learning
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    Chapter 62 Discretization of Laplace-Beltrami Operator Based on Cotangent Scheme and Its Applications
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    Chapter 63 Computer-Aided Diagnosis of Ophthalmic Diseases Using OCT Based on Deep Learning: A Review
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    Chapter 64 An Improved Spectral Clustering Algorithm Based on Cell-Like P System
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    Chapter 65 Diagnosis of Depression Based on Short Text
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    Chapter 66 An Improved CNN-Based Pneumoconiosis Diagnosis Method on X-ray Chest Film
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    Chapter 67 Modelling Mental States via Computational Psychophysiology: Benefits and Challenges
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    Chapter 68 Resource Allocation in HetNets with Green Energy Supply Based on Deep Reinforcement Learning
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    Chapter 69 Deep Reinforcement Learning for Joint Channel Selection and Power Allocation in Cognitive Internet of Things
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    Chapter 70 A Random-Based Approach to Social Influence Maximization
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    Chapter 71 Order Batch Optimization Based on Improved K-Means Algorithm
Overall attention for this book and its chapters
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Title
Human Centered Computing
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-37429-7
ISBNs
978-3-03-037428-0, 978-3-03-037429-7
Editors

Danijela Milošević, Yong Tang, Qiaohong Zu

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