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Artificial Intelligence

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Cover of 'Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 A New Method for Assigning Hesitation Based on an IFS Distance Metric
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    Chapter 2 Adaptive Combination of Filtered-X NLMS and Affine Projection Algorithms for Active Noise Control
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    Chapter 3 Linguistic Interval-Valued Spherical Fuzzy Sets and Related Properties
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    Chapter 4 A Genetic Algorithm for Causal Discovery Based on Structural Causal Model
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    Chapter 5 Stochastic and Dual Adversarial GAN-Boosted Zero-Shot Knowledge Graph
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    Chapter 6 LS-YOLO: Lightweight SAR Ship Targets Detection Based on Improved YOLOv5
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    Chapter 7 Dictionary Learning-Based Reinforcement Learning with Non-convex Sparsity Regularizer
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    Chapter 8 Deep Twin Support Vector Networks
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    Chapter 9 Region-Based Dense Adversarial Generation for Medical Image Segmentation
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    Chapter 10 Dynamic Clustering Federated Learning for Non-IID Data
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    Chapter 11 Dynamic Network Embedding by Using Sparse Deep Autoencoder
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    Chapter 12 Deep Graph Convolutional Networks Based on Contrastive Learning: Alleviating Over-smoothing Phenomenon
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    Chapter 13 Clustering-based Curriculum Construction for Sample-Balanced Federated Learning
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    Chapter 14 A Novel Nonlinear Dictionary Learning Algorithm Based on Nonlinear-KSVD and Nonlinear-MOD
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    Chapter 15 Tooth Defect Segmentation in 3D Mesh Scans Using Deep Learning
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    Chapter 16 Crowd-Oriented Behavior Simulation:Reinforcement Learning Framework Embedded with Emotion Model
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    Chapter 17 Deep Skill Chaining with Diversity for Multi-agent Systems*
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    Chapter 18 Story Generation Based on Multi-granularity Constraints
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    Chapter 19 Chinese Word Sense Embedding with SememeWSD and Synonym Set
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    Chapter 20 Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF
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    Chapter 21 CycleResume: A Cycle Learning Framework with Hybrid Attention for Fine-Grained Talent-Job Fit
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    Chapter 22 Detecting Alzheimer’s Disease Based on Acoustic Features Extracted from Pre-trained Models
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    Chapter 23 Similar Case Based Prison Term Prediction
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    Chapter 24 Interactive Fusion Network with Recurrent Attention for Multimodal Aspect-based Sentiment Analysis
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    Chapter 25 Developing Relationships: A Heterogeneous Graph Network with Learnable Edge Representation for Emotion Identification in Conversations
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    Chapter 26 Adaptive Differential Evolution Algorithm with Multiple Gaussian Learning Models
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    Chapter 27 Online Taxi Dispatching Algorithm Based on Quantum Annealing
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    Chapter 28 A Snapshot Gradient Tracking for Distributed Optimization over Digraphs
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    Chapter 29 Differential Evolution Constrained Optimization for Peak Reduction
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    Chapter 30 Evolutionary Multitasking Optimization for Multiobjective Hyperspectral Band Selection
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    Chapter 31 Research on Control Sensor Allocation of Industrial Robots
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    Chapter 32 Event-Based Obstacle Sensing and Avoidance for an UAV Through Deep Reinforcement Learning
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    Chapter 33 Suspension Control of Maglev Train Based on Extended Kalman Filter and Linear Quadratic Optimization
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    Chapter 34 EO-SLAM: Evolutionary Object Slam in Perceptual Constrained Scene
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    Chapter 35 ADRC Based Multi-task Priority Tracking Control for Collaborative Robots
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    Chapter 36 Model Predictive Tracking Control for USV with Model Error Learning
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    Chapter 37 A Hybrid Pattern Knowledge Graph-Based API Recommendation Approach
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    Chapter 38 Intelligence Quotient Scores Prediction in rs-fMRI via Graph Convolutional Regression Network
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    Chapter 39 A Novel In-Sensor Computing Architecture Based on Single Photon Avalanche Diode and Dynamic Memristor
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    Chapter 40 Lane Change Decision-Making of Autonomous Driving Based on Interpretable Soft Actor-Critic Algorithm with Safety Awareness
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    Chapter 41 GLRNet: Gas Leak Recognition via Temporal Difference in Infrared Video
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    Chapter 42 ATC-WSA: Working State Analysis for Air Traffic Controllers
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    Chapter 43 3D-Producer: A Hybrid and User-Friendly 3D Reconstruction System
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    Chapter 44 Contactless Cardiogram Reconstruction Based on the Wavelet Transform via Continuous-Wave Radar
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    Chapter 45 Intelligent Data Extraction System for RNFL Examination Reports
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    Chapter 46 NeRFingXR: An Interactive XR Tool Based on NeRFs
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    Chapter 47 A Brain-Controlled Mahjong Game with Artificial Intelligence Augmentation
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    Chapter 48 VAFA: A Visually-Aware Food Analysis System for Socially-Engaged Diet Management
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    Chapter 49 XIVA: An Intelligent Voice Assistant with Scalable Capabilities for Educational Metaverse
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    Chapter 50 Weld Defect Detection and Recognition System Based on Static Point Cloud Technology
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    Chapter 51 3D Human Pose Estimation Based on Multi-feature Extraction
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    Chapter 52 Visual Localization Through Virtual Views
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    Chapter 53 A Synchronized Multi-view System for Real-Time 3D Hand Pose Estimation
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    Chapter 54 Monocular Real-Time Human Geometry Reconstruction
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    Chapter 55 EasyPainter: Customizing Your Own Paintings
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    Chapter 56 Gesture Interaction for Gaming Control Based on an Interferometric Radar
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    Chapter 57 Accelerating Allen Brain Institute’s Large-Scale Computational Model of Mice Primary Visual Cortex
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    Chapter 58 Artistic Portrait Applet, Robot, and Printer
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    Chapter 59 Sim-to-Real Hierarchical Planning and Control System for Six-Legged Robot
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Title
Artificial Intelligence
Published by
Springer Nature Switzerland, December 2022
DOI 10.1007/978-3-031-20503-3
ISBNs
978-3-03-120502-6, 978-3-03-120503-3
Editors

Fang, Lu, Povey, Daniel, Zhai, Guangtao, Mei, Tao, Wang, Ruiping

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