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Web and Big Data

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Cover of 'Web and Big Data'

Table of Contents

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    Book Overview
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    Chapter 1 An Improved Yin-Yang-Pair Optimization Algorithm Based on Elite Strategy and Adaptive Mutation Method for Big Data Analytics
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    Chapter 2 MCSketch: An Accurate Sketch for Heavy Flow Detection and Heavy Flow Frequency Estimation
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    Chapter 3 The Influence of the Student's Online Learning Behaviors on the Learning Performance
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    Chapter 4 A Context Model for Personal Data Streams
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    Chapter 5 ACF2: Accelerating Checkpoint-Free Failure Recovery for Distributed Graph Processing
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    Chapter 6 Death Comes But Why: An Interpretable Illness Severity Predictions in ICU
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    Chapter 7 Specific Emitter Identification Based on ACO-XGBoost Feature Selection
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    Chapter 8 NED-GNN: Detecting and Dropping Noisy Edges in Graph Neural Networks
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    Chapter 9 A Temporal-Context-Aware Approach for Individual Human Mobility Inference Based on Sparse Trajectory Data
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    Chapter 10 Unsupervised Online Concept Drift Detection Based on Divergence and EWMA
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    Chapter 11 A Knowledge-Enabled Customized Data Modeling Platform Towards Intelligent Police Applications
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    Chapter 12 Integrated Bigdata Analysis Model for Industrial Anomaly Detection via Temporal Convolutional Network and Attention Mechanism
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    Chapter 13 WSNet: A Wrapper-Based Stacking Network for Multi-scenes Classification of DApps
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    Chapter 14 HaCache: A Hybrid Adaptive Cache for Persistent Memory Based Key-Value Systems
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    Chapter 15 An Energy-efficient Routing Protocol Based on Two-Layer Clustering in WSNs
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    Chapter 16 An Energy-efficient Routing Protocol Based on DPC-MND Clustering in WSNs
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    Chapter 17 Lightweight Model Inference on Resource-Constrained Computing Nodes in Intelligent Surveillance Systems
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    Chapter 18 Trajectory Optimization for Propulsion Energy Minimization of UAV Data Collection
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    Chapter 19 Robust Clustered Federated Learning with Bootstrap Median-of-Means
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    Chapter 20 SAPMS: A Semantic-Aware Privacy-Preserving Multi-keyword Search Scheme in Cloud
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    Chapter 21 Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing
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    Chapter 22 DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial Crowdsourcing
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    Chapter 23 Dynamic Vehicle-Cargo Matching Based on Adaptive Time Windows
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    Chapter 24 Microservice Workflow Modeling for Affinity Scheduling to Improve the QoS
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    Chapter 25 SynBERT: Chinese Synonym Discovery on Privacy-Constrain Medical Terms with Pre-trained BERT
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    Chapter 26 Improving Motor Imagery Intention Recognition via Local Relation Networks
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    Chapter 27 EAS-GCN: Enhanced Attribute-Aware and Structure-Constrained Graph Convolutional Network
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    Chapter 28 Mining Frequent Patterns with Counting Quantifiers
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    Chapter 29 MST-GNN: A Multi-scale Temporal-Enhanced Graph Neural Network for Anomaly Detection in Multivariate Time Series
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    Chapter 30 Category Constraint Spatial Keyword Preference Query Based Spatial Pattern Matching
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    Chapter 31 Many-to-Many Pair Trading
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    Chapter 32 Proximity Preserving Graph Convolutional Networks
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    Chapter 33 Discovering Prevalent Weighted Co-Location Patterns on Spatial Data Without Candidates
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    Chapter 34 A Deep Looking at the Code Changes in OpenHarmony
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    Chapter 35 GADAL: An Active Learning Framework for Graph Anomaly Detection
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    Chapter 36 Fake News Detection Based on the Correlation Extension of Multimodal Information
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    Chapter 37 SPSTN: Sequential Precoding Spatial-Temporal Networks for Railway Delay Prediction
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    Chapter 38 Mining Periodic k -Clique from Real-World Sparse Temporal Networks
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    Chapter 39 LSM-Subgraph: Log-Structured Merge-Subgraph for Temporal Graph Processing
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    Chapter 40 ForGen: Autoregressive Generation of Sparse Graphs with Preferential Forest
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    Chapter 41 Iterative Deep Graph Learning with Local Feature Augmentation for Network Alignment
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    Chapter 42 OntoCA: Ontology-Aware Caching for Distributed Subgraph Matching
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    Chapter 43 A Social-Aware Deep Learning Approach for Hate-Speech Detection
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    Chapter 44 Community Detection Based on Deep Dual Graph Autoencoder
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    Chapter 45 SgIndex: An Index Structure Supporting Multiple Graph Queries
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Title
Web and Big Data
Published by
Springer Nature Switzerland, March 2023
DOI 10.1007/978-3-031-25158-0
ISBNs
978-3-03-125157-3, 978-3-03-125158-0
Editors

Li, Bohan, Yue, Lin, Tao, Chuanqi, Han, Xuming, Calvanese, Diego, Amagasa, Toshiyuki

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