Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Optimizing Convolutional Neural Network Architecture Using a Self-adaptive Harmony Search Algorithm
3. Altmetric Badge
   Chapter 2 Global Features of Fused Frame Relationships Help Video Classification
4. Altmetric Badge
   Chapter 3 A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images
5. Altmetric Badge
   Chapter 4 Att-ConvLSTM: PM 2.5 Prediction Model and Application
6. Altmetric Badge
   Chapter 5 SAR Ship Detection Method Based on Convolutional Neural Network and Multi-layer Feature Fusion
7. Altmetric Badge
   Chapter 6 Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios
8. Altmetric Badge
   Chapter 7 A Deep Learning Based Reasoner for Global Consistency in Named Entity Recognition
9. Altmetric Badge
   Chapter 8 Multi-level Feature Combination in Dialogue State Tracking
10. Altmetric Badge
    Chapter 9 Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning
11. Altmetric Badge
    Chapter 10 Apple Freshness Recognition Technology Based on Gas Sensors
12. Altmetric Badge
    Chapter 11 A Review of the Theory and Method for New Developed Feedforward Neural Networks
13. Altmetric Badge
    Chapter 12 Awareness Learning for Balancing Performance and Diversity in Neural Network Ensembles
14. Altmetric Badge
    Chapter 13 A Model and an Algorithm for Empty Car Distribution in Railway Transportation
15. Altmetric Badge
    Chapter 14 Levelized Cost of Energy Optimization Method for the Dish Solar Thermal Power Generation System
16. Altmetric Badge
    Chapter 15 A Novel Ant Colony Optimization Algorithm with Dynamic Control Population for Community Detecting
17. Altmetric Badge
    Chapter 16 A Hybrid Bat Algorithm Based on Combined Semantic Measures for Word Sense Disambiguation
18. Altmetric Badge
    Chapter 17 A Multi-objective Optimization Algorithm Based on Monarch Butterfly Optimization
19. Altmetric Badge
    Chapter 18 An Improved Quantum Genetic Algorithm Based on Population Partition and Dynamic Probability Amplitude
20. Altmetric Badge
    Chapter 19 Sink Location Privacy Protection Algorithm Based on Tangential Path in WSN
21. Altmetric Badge
    Chapter 20 Study on the Energy Dissipation of Two Lane Traffic Flow with Lane Reduction
22. Altmetric Badge
    Chapter 21 Chaos and Quasi-period in Erbium-Doped Fiber Laser
23. Altmetric Badge
    Chapter 22 Global Stability for a Coupled System of Fractional-Order Differential Equations with Discontinuous Terms on Network
24. Altmetric Badge
    Chapter 23 Optimal Identification of Multiple Diffusion Sources in Complex Networks with Partial Observations
25. Altmetric Badge
    Chapter 24 Exact Solutions for $$(2+1)$$ –Dimensional Nonlinear Schrödinger Schrodinger Equation Based on Modified Extended tanh Method
26. Altmetric Badge
    Chapter 25 Extraction of Basic-Level Categories Using Dendrogram and Multidendrogram
27. Altmetric Badge
    Chapter 26 Compressed Sensing of Complex Reflections Using Range-Azimuth Dictionary in a Bionic Sonar System
28. Altmetric Badge
    Chapter 27 Relationships Between Dilemma Strength and Fixation Properties in Coevolutionary Games
29. Altmetric Badge
    Chapter 28 Future Linear Matrix Equation of Generalized Sylvester Type Solved by Zeroing Neural Dynamics and 5-Instant ZeaD Formula
30. Altmetric Badge
    Chapter 29 A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm
31. Altmetric Badge
    Chapter 30 Correlation Filter Tracking Algorithm Based on Spatio-Temporal Context
32. Altmetric Badge
    Chapter 31 Anti-occlusion Video Target Tracking Based on Double Threshold Judgment
33. Altmetric Badge
    Chapter 32 Research on the Modern Power Grid Planning Method Based on the Nature and Characteristic of Power Network Planning
34. Altmetric Badge
    Chapter 33 Capsule Recurrent Neural Network with Weight Update Using Dynamic Routing by Agreement: A Unified Model for Action Recognition in Videos
35. Altmetric Badge
    Chapter 34 A High-Dimensional and Multi-granularity Feature Selection Method Based on CNN and RF
36. Altmetric Badge
    Chapter 35 Structural Nonlinear Damage Detection Based on Time Series Model and Probability Theory
37. Altmetric Badge
    Chapter 36 Automatic Bug Priority Prediction Using DNN Based Regression
38. Altmetric Badge
    Chapter 37 Target Cropping: A New Data Augmentation Method of Fine-Grained Image Classification
39. Altmetric Badge
    Chapter 38 UAV Remote Sensing Image Stitching
40. Altmetric Badge
    Chapter 39 Towards Data-Driven Automatic Video Editing
41. Altmetric Badge
    Chapter 40 A Deep Speaker Embedding Transfer Method for Speaker Verification
42. Altmetric Badge
    Chapter 41 A Deep Neural Network Model for Music Genre Recognition
43. Altmetric Badge
    Chapter 42 A Spatial Fusion Scheme of Multi-focus Image Combining SVM-Based Classification and PCA-Based Weight
44. Altmetric Badge
    Chapter 43 An Improved K-SVD Algorithm and Its Application for Image Denoising
45. Altmetric Badge
    Chapter 44 Road Boundary Detection Using Ant Colony Optimization Algorithm
46. Altmetric Badge
    Chapter 45 Sharpening the Pan-Multispectral GF-1 Camera Imagery Using the Gram-Schmidt Approach: The Different Select Methods for Low Resolution Pan in Comparison
47. Altmetric Badge
    Chapter 46 Detection of Vegetation Patch Growth by Absorption Feature Analysis on Tasseled Cap Brightness of Transects from Landsat 7 ETM+ Images
48. Altmetric Badge
    Chapter 47 X-Architecture Steiner Minimal Tree Construction Based on Discrete Differential Evolution
49. Altmetric Badge
    Chapter 48 Detection Models Study of Chlorophyll in Winter Wheat’s Leaves by Reflectance Spectra and Artificial Neural Networks
50. Altmetric Badge
    Chapter 49 Forecasting Tourist Arrivals in China Based on Seasonal Decomposition and LSSVR Model
51. Altmetric Badge
    Chapter 50 Techno-Economic Design and Optimal Operation of Active Radial Active Distribution Network Using Online Optimizer: Real Case Study in Sohag, Egypt
52. Altmetric Badge
    Chapter 51 Artificial Honey Bee Swarm Intelligence for the Autograding of EBN
53. Altmetric Badge
    Chapter 52 Predicting Potential Years of Most Costly War Involving USA via ASF Approach
54. Altmetric Badge
    Chapter 53 Guidance Instrumentation Systematic Error Separation Method Based on Particle Swarm Optimization
55. Altmetric Badge
    Chapter 54 Assessment of Global Left Ventricle Deformation Using Recursive Spherical Harmonics
56. Altmetric Badge
    Chapter 55 A Hybrid Swarm Intelligence-Based Algorithm for Finding Minimum Positive Influence Dominating Sets
57. Altmetric Badge
    Chapter 56 Limit Cycles Analysis in a Fifth-Order Vector Field with Asymmetric Perturbation Terms
58. Altmetric Badge
    Chapter 57 Exploring Optimal Model for Machine Learning by Differential Evolution
59. Altmetric Badge
    Chapter 58 Power Transformer Fault Diagnosis Based on Improved Bat Algorithms to Optimize RNN
60. Altmetric Badge
    Chapter 59 Architecture of Real-Time and Dynamic Audit for Network Behavior Security
61. Altmetric Badge
    Chapter 60 A Comparison of Extreme Gradient Boosting and Convolutional Neural Network-Long Short-Term Memory for Service Demand Forecasting
62. Altmetric Badge
    Chapter 61 Bifurcation of Limit Cycles and Their Relations in Three Perturbed Integrable Systems
63. Altmetric Badge
    Chapter 62 Modeling of Information Diffusion in Sina Weibo Based on Random Forest Classifier and SIR Model
64. Altmetric Badge
    Chapter 63 Automatic Segmentation of Visible Epicardium Using Deep Learning in CT Image
65. Altmetric Badge
    Chapter 64 Semi-automatic Cephalometric Landmark Detection on X-ray Images Using Deep Learning Method
66. Altmetric Badge
    Chapter 65 Robust Hand Gesture Recognition Using Multimodal Deep Learning for Touchless Visualization of 3D Medical Images
67. Altmetric Badge
    Chapter 66 Tensor-Based Subspace Learning for Classification of Focal Liver Lesions in Multi-phase CT Images
68. Altmetric Badge
    Chapter 67 Analysis of Time Series Anomalies Using Causal InfoGAN and Its Application to Biological Data
69. Altmetric Badge
    Chapter 68 Characterizing Phenotype Abnormality by Variational Auto Encoder
70. Altmetric Badge
    Chapter 69 Diversity Preservation in Genetic Algorithm by Lifespan Control
71. Altmetric Badge
    Chapter 70 Detection of Toothbrush Hair Loss Based on Machine Vision
72. Altmetric Badge
    Chapter 71 Analysis of the Influencing Factors of the Artificial Intelligence Judicial Referee System
73. Altmetric Badge
    Chapter 72 An Application of Artificial Intelligence Technique in Horizontal Crustal Stress Measurement
74. Altmetric Badge
    Chapter 73 Short-Term Bus Passenger Flow Forecast Based on the Multi-feature Gradient Boosting Decision Tree
75. Altmetric Badge
    Chapter 74 One Pattern Recognition Algorithm Based on Centroids of Fuzzy Hyper-Pyramid Numbers
76. Altmetric Badge
    Chapter 75 Approximation of Fuzzy Numbers by Using $$\alpha $$ - $$\beta $$ -knots Piecewise Linear Fuzzy Numbers
77. Altmetric Badge
    Chapter 76 The Lattice of Interval Valued -fuzzy Filters in a Given MTL-algebra
78. Altmetric Badge
    Chapter 77 A Ranking Model for Intuitionistic Fuzzy Preference Relation Under Uncertainty for Targeted Poverty
79. Altmetric Badge
    Chapter 78 A New Distance Measure Between Atanassov’s Intuitionistic Fuzzy Sets Based on Mapping
80. Altmetric Badge
    Chapter 79 A Constraint Framework for Uncertain Spatiotemporal Data in RDF Graphs
81. Altmetric Badge
    Chapter 80 The Probability of Dual Hesitant Fuzzy Event and Its Applications to Bayesian Network Inferences
82. Altmetric Badge
    Chapter 81 Order Relations Between Interval Numbers
83. Altmetric Badge
    Chapter 82 Some New Distance Measures for Generalized Hesitant Fuzzy Sets
84. Altmetric Badge
    Chapter 83 Determination of Multiple q Values for Tsallis-Entropy-Maximized-FCM
85. Altmetric Badge
    Chapter 84 Very True Operators on Quasi-pseudo-MV Algebras
86. Altmetric Badge
    Chapter 85 The Analysis of the Fuzzy Solution to Fully Fuzzy Linear Systems in Two Perturbation Situations
87. Altmetric Badge
    Chapter 86 A Novel Approach to Hesitant Fuzzy Soft Set Based Decision Making
88. Altmetric Badge
    Chapter 87 A Novel Probability Evaluation Method Based on Fuzzy Fault Dependent Matrix
89. Altmetric Badge
    Chapter 88 A Multi-attribute Decision Making Method Based on Interval Pythagorean Fuzzy Language and the PROMETHEE Method
90. Altmetric Badge
    Chapter 89 A Multi-criterion Group Decision Making Method: CRITIC-WASPAS Based on Trapezoidal Intuitionistic Fuzzy Numbers
91. Altmetric Badge
    Chapter 90 An Interval Intuitionistic Fuzzy VIKOR Evaluation Method Based on Unknown Weight
92. Altmetric Badge
    Chapter 91 The Residual Power Series Method for Solving the Fractional Fuzzy Delay Differential Equation
93. Altmetric Badge
    Chapter 92 Credibility Assessment of Simulation Models Using Hesitant Cloud Linguistic Term Sets
94. Altmetric Badge
    Chapter 93 Fuzzy Entropy Clustering Image Segmentation Algorithm Based on Potential Two-Dimensional Histogram
95. Altmetric Badge
    Chapter 94 Kernel Circulant Object Tracking Based on Illumination Invariant Features
96. Altmetric Badge
    Chapter 95 Hybrid Fuzzy CNN Network in the Problem of Medical Images Classification and Diagnostics
97. Altmetric Badge
    Chapter 96 The Assessment of Airline Service Performance with Dependent Evaluation Criteria by Generalized QFD and SAW Under Interval-Valued Fuzzy Environment
98. Altmetric Badge
    Chapter 97 Construction of Multivariable Fuzzy Time Series Model Based on Multidimensional Information Distribution Technology
99. Altmetric Badge
    Chapter 98 Research on Apple Yield Prediction Model
100. Altmetric Badge
     Chapter 99 A Probability Transition Matrix-Based Recommendation Algorithm for Bipartite Networks
101. Altmetric Badge
     Chapter 100 CDIA: A Feasible Community Detection Algorithm Based on Influential Nodes in Complex Networks
102. Altmetric Badge
     Chapter 101 Context-Sensitive Cross- and Auto-correlation Based Supervised Change Detection
103. Altmetric Badge
     Chapter 102 Cultural Ranking of Countries Using the Analytic Hierarchy Process Methodology
104. Altmetric Badge
     Chapter 103 Sustainable Performance Evaluation of Urban Mobility Projects Using Multicriteria Group Decision Making Approach
105. Altmetric Badge
     Chapter 104 A Parallel Fuzzy Method to Reduce Mixed Gaussian-Impulsive Noise in CT Medical Images
106. Altmetric Badge
     Chapter 105 Structural Parameters Optimization and Grey Relational Analysis in Honeycomb Spiral Heat Exchangers
107. Altmetric Badge
     Chapter 106 Interval Valued Generalised Fuzzy Soft Expert Set and Its Application