Artificial Intelligence and Security

Table of Contents

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   Book Overview
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   Chapter 1 CCNET: Cascading Convolutions for Cardiac Segmentation
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   Chapter 2 A Deep Belief Networks Based Prediction Method for Identification of Disease-Associated Non-coding SNPs in Human Genome
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   Chapter 3 On Human-Like Performance Artificial Intelligence – A Demonstration Using an Atari Game
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   Chapter 4 Implementation of Multiplicative Seasonal ARIMA Modeling and Flood Prediction Based on Long-Term Time Series Data in Indonesia
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   Chapter 5 Improved Bayesian Method with Collision Recovery for RFID Anti-collision
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   Chapter 6 Multi-step Attack Scenarios Mining Based on Neural Network and Bayesian Network Attack Graph
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   Chapter 7 A Comparative Study of Machine Learning Classifiers for Network Intrusion Detection
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   Chapter 8 On True Language Understanding
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    Chapter 9 The $$\ell _{2,1}$$ -Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation
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    Chapter 10 Molecular Dynamics Simulation Optimization Based on GROMACS on Sunway TaihuLight
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    Chapter 11 A Review of Network Representation Learning
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    Chapter 12 A Two-Stage Deep Neural Network for Sequence Labeling
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    Chapter 13 Reinforcement Learning Based Content Push Policy for HetNets with Energy Harvesting Small Cells
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    Chapter 14 A Comparative Research on Open Source Edge Computing Systems
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    Chapter 15 Weather Forecasting Using Artificial Neural Network
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    Chapter 16 A New Quantitative Evaluation Method for Fuzzing
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    Chapter 17 Classification of ECG Arrhythmia Using CNN, SVM and LDA
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    Chapter 18 Discrete Similarity Preserving Hashing for Cross-modal Retrieval
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    Chapter 19 Classification of Vitiligo Based on Convolutional Neural Network
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    Chapter 20 Multi-scale and Hierarchical Embedding for Polarity Shift Sensitive Sentiment Classification
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    Chapter 21 Trade-off Between Energy Consumption and Makespan in the Mapreduce Resource Allocation Problem
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    Chapter 22 FSampleJoin: A Fixed-Sample-Based Method for String Similarity Joins Using MapReduce
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    Chapter 23 Mass Diffusion Recommendation Algorithm Based on Multi-subnet Composited Complex Network Model
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    Chapter 24 Optimizing Word Embedding for Fine-Grained Sentiment Analysis
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    Chapter 25 A Sentiment Classification Model Based on Multiple Multi-classifier Systems
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    Chapter 26 Task Scheduling Algorithm Based on Campus Cloud Platform
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    Chapter 27 Automatic Self-feedback for the Studying Effect of MOOC Based on Support Vector Machine
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    Chapter 28 Prediction on Payment Volume from Customer Service Electricity Channel
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    Chapter 29 Delay-Tolerant Rendezvous-Based Data Collection for Target Tracking in Large-Scale Wireless Sensor Networks with UGV
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    Chapter 30 Energy-Efficient Data-Collection with Rendezvous-Based Approaches in Large-Scale WSNs with Multi-UGV
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    Chapter 31 Analysis of the Efficiency-Energy with Regression and Classification in Household Using K-NN
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    Chapter 32 Probe Recommendation Algorithm for Link Delay Detection
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    Chapter 33 Recommendation with Heterogeneous Information Networks Based on Meta-Graph
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    Chapter 34 A GA-Optimized Weighted Mixed Kernel Function of SVM Based on Information Entropy
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    Chapter 35 Modeling and Simulation of Network Public Opinion Propagation Model Based on Interest Matching in Social Network
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    Chapter 36 Power Consumption and Coverage Test of NB-IoT in the Substation Edge Computing Environment
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    Chapter 37 Research on the Optimization of Spark Big Table Equal Join
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    Chapter 38 Towards Effective Gait Recognition Based on Comprehensive Temporal Information Combination
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    Chapter 39 Research on Load Balancing Algorithm Optimization Based on Spark Platform
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    Chapter 40 A System for Calculating the Amount of Motion Based on 3D Pose Estimation
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    Chapter 41 Design of Security Portrait Big Data Application System
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    Chapter 42 Urban Traffic Flow Forecast Based on ST-SEResNet
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    Chapter 43 A Novel Power System Anomaly Data Identification Method Based on Neural Network and Affine Propagation
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    Chapter 44 Input-Output Analysis of Chinese National Agricultural Science and Technology Park
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    Chapter 45 A Power Grid Operations Monitoring Platform Based on Big Data Technology
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    Chapter 46 An Efficient Social-Aware Routing Strategy in Mobile Social Networks
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    Chapter 47 Improvement of Differential Fault Attack Based on Lightweight Ciphers with GFN Structure
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    Chapter 48 Cloud Management Systems - Load Balancing Algorithms and VDI Implementation Techniques
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    Chapter 49 When Side Channel Becomes Good: Kernel Malware Attack Investigation
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    Chapter 50 Robust Encrypted Watermarking for Medical Images Based on DWT-DCT and Tent Mapping in Encrypted Domain
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    Chapter 51 An Analysis of a Three-Factor Authentication Scheme and Its Improved Fix
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    Chapter 52 A Novel Content Based Image Retrieval Scheme in Cloud Computing
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    Chapter 53 Mobile Image Retrieval System for Cloud Service Based on Convolutional Neural Network and Hadoop
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    Chapter 54 Formal Specification of Concurrent Enforcement UCON Model with CTL Logic
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    Chapter 55 Design of Real-Time Resource-Aware Network Resource Allocation Mechanism Under SDN Background
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    Chapter 56 RSCM: A Reliability-Aware Service Chain Mapping