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Data Mining and Big Data

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Cover of 'Data Mining and Big Data'

Table of Contents

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    Book Overview
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    Chapter 1 A Life Prediction Method for Power Supply in Rail Transit Signal System Under Variable Temperature Conditions
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    Chapter 2 Hypergraph Ontology Sparse Vector Representation and Its Application to Ontology Learning
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    Chapter 3 On-line Firmware Updating and Fingerprint Generating for Solid State Disks
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    Chapter 4 Feature Map Transfer: Vertical Federated Learning for CNN Models
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    Chapter 5 A Random Multi-target Backdooring Attack on Deep Neural Networks
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    Chapter 6 Intelligent Attack Behavior Portrait for Path Planning of Unmanned Vehicles
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    Chapter 7 Anti Intelligent Mine Unmanned Ground Vehicle Based on Reinforcement Learning
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    Chapter 8 A Surface Fitting Image Super-Resolution Algorithm Based on Triangle Mesh Partition
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    Chapter 9 Image Definition Evaluation Function Based on Improved Maximum Local Variation and Focusing Window Selection
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    Chapter 10 A Classic Multi-method Collaborative Obfuscation Strategy
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    Chapter 11 The Construction of Knowledge Graph for Personalized Online Teaching
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    Chapter 13 LDA Topic Mining of Light Food Customer Reviews on the Meituan Platform
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    Chapter 15 Intrusion Detection Method Based on Small Sample Learning
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    Chapter 16 Research on Hierarchical Retrieval Method of Ethnic Clothing Based on Semantic Feature Fusion
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    Chapter 17 An Improved Method of Blockchain Consortium Chain Consensus Mechanism Based on Random Forest Model
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    Chapter 18 Traceable Identity-Based Ring Signature for Protecting Mobile IoT Devices
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    Chapter 19 BSO-CMA-ES: Brain Storm Optimization Based Covariance Matrix Adaptation Evolution Strategy for Multimodal Optimization
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    Chapter 20 A Generalized $$\chi ^2$$ Divergence for Multisource Information Fusion
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    Chapter 21 Certificateless Proxy Authentication Scheme on Lattices Under the Background of Big Data
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    Chapter 22 A Privacy-Preserving Anime Recommendation Method on Distributed Platform
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    Chapter 23 Compound Fault Diagnosis of Industrial Robot Based on Improved Multi-label One-Dimensional Convolutional Neural Network
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    Chapter 24 A Class Imbalance Monitoring Model for Fetal Heart Contractions Based on Gradient Boosting Decision Tree Ensemble Learning
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    Chapter 25 A Lattice-Based Anonymous Authentication for Privacy Protection of Medical Data
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    Chapter 26 Defend Against Poisoning Attacks in Federated Learning
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    Chapter 27 SOBC: A Smart Ocean Oriented Blockchain System for Cross-organizational Data Sharing
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    Chapter 28 Personalized Recommendation System of Web Academic Information Based on Big Data and Quality Monitoring Technology
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    Chapter 29 Population Learning Based Memetic Algorithm for Community Detection in Complex Networks
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    Chapter 30 An Improved Bacterial Foraging Optimization for Global Optimization
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    Chapter 31 A Security Data Sharing Model for Cloud Network
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    Chapter 32 A Dynamic Compression Method for Database Backup Files in Cloud Environments
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    Chapter 33 Research on Fault Detection and Diagnosis Method of Diesel Engine Air System Based on Deep Learning
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    Chapter 34 A Multi-objective Structure Variant Bacterial Heuristic Feature Selection Method in High-dimensional Data Classification
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    Chapter 35 FAA Transition Away from Radar and Towards ADS-B Aircraft Communication-Based on Accuracy
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    Chapter 36 A New Contingency Axiomatic System for Rough Sets
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    Chapter 37 Health Index Construction and Remaining Useful Life Prediction of Mechanical Axis Based on Action Cycle Similarity
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    Chapter 38 Approximation Relation for Rough Sets
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    Chapter 39 The Effect of Organizational Learning Ability on Innovative Behavior of Scientific Research Personnel in Universities
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    Chapter 40 ABAC: Anonymous Bilateral Access Control Protocol with Traceability for Fog-Assisted Mobile Crowdsensing
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    Chapter 41 Sector Error-Oriented Durability-Aware Fast Repair in Erasure-Coded Cloud Storage Systems
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    Chapter 42 ACT: Anonymous Consensus Based on Tor
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    Chapter 43 Medical Image Fusion Based on Undecimated Dual-Tree Complex Wavelet Transform and NSCT
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    Chapter 44 A Multi-branch Ensemble Agent Network for Multi-agent Reinforcement Learning
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Title
Data Mining and Big Data
Published by
Springer Singapore, December 2021
DOI 10.1007/978-981-16-7502-7
ISBNs
978-9-81-167501-0, 978-9-81-167502-7
Editors

Tan, Ying, Shi, Yuhui, Zomaya, Albert, Yan, Hongyang, Cai, Jun

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