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Artificial Intelligence Algorithms and Applications

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Cover of 'Artificial Intelligence Algorithms and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Citrus Disease and Pest Recognition Algorithm Based on Migration Learning
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    Chapter 2 Artificial Bee Colony Based on Adaptive Selection Probability
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    Chapter 3 Average Convergence Rate of Evolutionary Algorithms II: Continuous Optimisation
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    Chapter 4 Optimization Design of Multi-layer Logistics Network Based on Self-Adaptive Gene Expression Programming
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    Chapter 5 Potential Well Analysis of Multi Scale Quantum Harmonic Oscillator Algorithms
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    Chapter 6 Design and Implementation of Key Extension and Interface Module Based on Quantum Circuit
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    Chapter 7 Research on Atmospheric Data Assimilation Algorithm Based on Parallel Time-Varying Dual Compression Factor Particle Swarm Optimization Algorithm with GPU Acceleration
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    Chapter 8 A Parallel Gene Expression Clustering Algorithm Based on Producer-Consumer Model
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    Chapter 9 Decomposition-Based Dynamic Multi-objective Evolutionary Algorithm for Global Optimization
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    Chapter 10 A Novel Multi-objective Evolutionary Algorithm Based on Space Partitioning
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    Chapter 11 Neural Architecture Search Using Multi-objective Evolutionary Algorithm Based on Decomposition
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    Chapter 12 A Collaborative Evolutionary Algorithm Based on Decomposition and Dominance for Many-Objective Knapsack Problems
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    Chapter 13 A Many-Objective Algorithm with Threshold Elite Selection Strategy
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    Chapter 14 Multi-objective Optimization Algorithm Based on Uniform Design and Differential Evolution
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    Chapter 15 Research on Optimization of Multi-target Logistics Distribution Based on Hybrid Integer Linear Programming Model
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    Chapter 16 Research of Strategies of Maintaining Population Diversity for MOEA/D Algorithm
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    Chapter 17 Farm Characteristics, Social Dynamics and Dairy Farmers’ Conversions to Organic Farming
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    Chapter 18 AnimeGAN: A Novel Lightweight GAN for Photo Animation
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    Chapter 19 BERT-BiLSTM-CRF for Chinese Sensitive Vocabulary Recognition
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    Chapter 20 The Classification of Chinese Sensitive Information Based on BERT-CNN
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    Chapter 21 RASOP: An API Recommendation Method Based on Word Embedding Technology
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    Chapter 22 Application of Improved Collaborative Filtering Algorithm in Personalized Tourist Attractions Recommendation
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    Chapter 23 Research on Partner Selection in Virtual Enterprises Based on NSGA-II
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    Chapter 24 Research on Big Data System Based on Cultural Tourism in Dongguan
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    Chapter 25 Fusion of Skin Color and Facial Movement for Facial Expression Recognition
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    Chapter 26 Automatic Orange Fruit Disease Identification Using Visible Range Images
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    Chapter 27 Orange Leaf Diseases Identification Using Digital Image Processing
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    Chapter 28 A Lightweight Convolutional Neural Network for License Plate Character Recognition
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    Chapter 29 A Robust Green Grape Image Segmentation Algorithm Against Varying Illumination Conditions
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    Chapter 30 A Convolutional Neural Network Model of Image Denoising in Real Scenes
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    Chapter 31 Multilevel Image Thresholding Based on Renyi Entropy Using Cuckoo Search Algorithm
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    Chapter 32 Multilevel Image Thresholding Using Bat Algorithm Based on Otsu
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    Chapter 33 A Color-Filling Algorithm for Dialect Atlas
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    Chapter 34 Person Re-identification Based on Spatially Constraints and Kernel Consensus PCA
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    Chapter 35 Three-Dimensional Reconstruction and Monitoring of Large-Scale Structures via Real-Time Multi-vision System
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    Chapter 36 Facial Expression Recognition Adopting Combined Geometric and Texture-Based Features
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    Chapter 37 Nested Simulated Annealing Algorithm to Solve Large-Scale TSP Problem
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    Chapter 38 Modeling and Scheduling for the Clean Operation of Semiconductor Manufacturing
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    Chapter 39 Research on IRP of Perishable Products Based on Improved Differential Evolution Algorithm
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    Chapter 40 An Improved Hybrid Particle Swarm Optimization for Travel Salesman Problem
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    Chapter 41 Application of Parametric Design in Urban Planning
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    Chapter 42 Iterated Tabu Search Algorithm for the Multidemand Multidimensional Knapsack Problem
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    Chapter 43 Research on CCE Allocation Algorithm in LTE
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    Chapter 44 Research on Tobacco Silk Making Scheduling Based on Improved DE
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    Chapter 45 MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
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    Chapter 46 Parameters Tuning of PID Based on Improved Particle Swarm Optimization
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    Chapter 47 Design and Analysis of Knee-Joint Force Reduction Device and Fatigue Detection System
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    Chapter 48 Design and Implementation of Face Recognition Access Control System
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    Chapter 49 Geohash Based Indoor Navigation
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    Chapter 50 Application of NARX Dynamic Neural Network in Quantitative Investment Forecasting System
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    Chapter 51 A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems
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    Chapter 52 Elliptical Wide Slot Microstrip Patch Antenna Design by Using Dynamic Constrained Multiobjective Optimization Evolutionary Algorithm
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    Chapter 53 Imputation Methods Used in Missing Traffic Data: A Literature Review
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    Chapter 54 Mining and Analysis Based on Big Data in Public Transportation
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    Chapter 55 The Study on Low Laser Damage Technology of SE Solar Cell
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    Chapter 56 Information Security Risk and Protective Measures of Computer Network in Big Data Age
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    Chapter 57 Anti-lost Intelligent Tracker Based on NB-IoT Technology for the Elderly
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    Chapter 58 Performance Optimization of Cloud Application at Software Architecture Level
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    Chapter 59 Mining and Analysis of Big Data Based on New Energy Public Transit
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    Chapter 60 The Network Design of License Plate Recognition Based on the Convolutional Neural Network
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    Chapter 61 Research on Intelligent Algorithm for Image Quality Evaluation Based on Image Distortion Type and Convolutional Neural Network
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    Chapter 62 Artificial Bee Colony Algorithm Based on New Search Strategy
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    Chapter 63 Regression Network for Real-Time Pedestrian Detection
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    Chapter 64 Dynamic Gesture Recognition Based on HMM-DTW Model Using Leap Motion
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    Chapter 65 Learning Target Selection in Creating Negatively Correlated Neural Networks
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Title
Artificial Intelligence Algorithms and Applications
Published by
Springer Singapore, August 2020
DOI 10.1007/978-981-15-5577-0
ISBNs
978-9-81-155576-3, 978-9-81-155577-0
Editors

Li, Kangshun, Li, Wei, Wang, Hui, Liu, Yong

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