Advances in Natural Computation Fuzzy Systems and Knowledge Discovery Proceedings of the ICNC FSKD 2021 1st Edition by Quan Xie, Liang Zhao, Kenli Li, Anupam Yadav, Lipo Wang ISBN 3030896986 9783030896980

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Proceedings of the ICNC-FSKD 2021 1st Edition by Quan Xie, Liang Zhao, Kenli Li, Anupam Yadav, Lipo Wang – Ebook PDF Instant Download/Delivery: 3030896986, 9783030896980

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Product details:

ISBN 10: 3030896986

ISBN 13: 9783030896980

Author:  Quan Xie, Liang Zhao, Kenli Li, Anupam Yadav, Lipo Wang 

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Proceedings of the ICNC-FSKD 2021 1st Edition: This book consists of papers on the recent progresses in the state of the art in natural computation, fuzzy systems and knowledge discovery. The book can be useful for researchers, including professors, graduate students, as well as R & D staff in the industry, with a general interest in natural computation, fuzzy systems and knowledge discovery. The work printed in this book was presented at the 2021 17th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2021, 24–26 July 2021, Guiyang, China). All papers were rigorously peer-reviewed by experts in the areas.

 

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery: Proceedings of the ICNC-FSKD 2021 1st Edition Table of contents:

1. Natural Computation: Theory and Algorithms
2. RRS: An Explainable Model Scale Search Strategy
3. Detection of Small Targets in Aerial Images Based on Feature Fusion
4. Intrusion Detection Based on LSTM and Random Forests
5. Research and Hardware Implementation of Binocular Vision Obstacle Avoidance for UAV
6. Parameter Estimation of Equivalent Circuit Model for Lithium Batteries
7. Improved U-Net Network for Segmentation on Femur Images
8. A 14-Bit 2MS/s Digital Self-calibrating SAR ADC Design and Simulation
9. A Windowed Interpolation Algorithm for High-Precision ADC Spectrum Testing
10. Temperature Compensation Algorithms Based on Digital Infrared Thermopile Sensors Systems
11. Optimizing Deep-Learning Inference Operations
12. An Efficient MRI Impulse Noise Multi-stage Hybrid Filter Based on Cartesian Genetic Programming
13. Multi-objective Strategy Based on Rational Particle Swarm Optimization for Environmental/Economic Dispatch
14. Express Service Composition Optimization Based on Improved Ant Colony Algorithm
15. A Dynamic Multi-objective Evolutionary Algorithm Assisted by Kernel Ridge Regression
16. Higher Order Preference on the Evolution of Cooperation on Barabási–Albert Scale-Free Network
17. Nearest Neighbor Synthesis of CNOT Circuit Based on Matrix Transformation
18. State of Charge Estimation of Lithium Batteries Based on Extended Kalman Filter and Temperature Compensation
19. Improved GAN for Abnormal Flame Recognition Based on Siamese Network Structure
20. Nine Electrodes Human Body Composition Model Based on SVM(SVM-BCM9)
21. A Self-adaptive Intrusion Detection Model Based on Bi-LSTM-CRF with Historical Access Logs
22. A Left-Looking Sparse Cholesky Parallel Algorithm for Shared Memory Multiprocessors
23. Improved Single Stage Bridge Crack Detection Algorithm
24. Video Image Processing Based Intersection Vehicle Queue Length Detection
25. Moving Vehicle Detection Combining Edge Detection and Gaussian Mixture Models
26. An Adaptive Weight A* Algorithm Applied to UAV Path Planning
27. Research on Extraction of Light Strip Centers Based on Legendre Moments
28. Natural Computation Applications
29. Exploring Level-Wise Interpolation to Improve Lossy Compression Ratio for AMR Applications
30. Chinese Herbal Classification Based on Image Segmentation and Deep Learning Methods
31. A Fast and Efficient Vehicle Multi-target Tracking Algorithm for Edge Computing Devices
32. A Sentiment Analysis Model for COVID-19 News in Chinese Social Networks
33. A Time-Space Exchange Autoencoder for Image Super-Resolution
34. The Image Super-Resolution with Hopfield Neural Network
35. Modified RK-EDA to Solve a Permutation-Based Spare Part Allocation Problem
36. Futures Trend Forecasting Based on Attention Hybrid Neural Network
37. Q-Learning Based DVFS for Multi-core Real-Time Systems
38. Research and Design of Two-Wire Debugger Based on Reduced Instruction Set Computer
39. Fuzzy Theory and Algorithms
40. Filters and Ideals in Q-lattices
41. A Limit Theorem on Fuzzy Set-Valued Random Variables in Fuzzy Metric Space
42. Interval Intuitionistic Hesitation Fuzzy Multi-attribute Decision Making Based on SRM-ELECTRE
43. A Novel Unscented Particle Filter Based on Maximum Fuzzy Correntropy
44. A Multi-granularity Probabilistic Linguistic MABAC Method
45. Normal Bipolar Fuzzy Subalgebras of BCK/BCI-Algebras
46. Fuzzy Applications
47. A Fuzzy Testing Method for Gas-Related Vulnerability Detection in Smart Contracts
48. Knowledge Discovery Foundations
49. Multi-granularity Knowledge Discovery Method Based on Layered Formal Context
50. An Improved Canonical Correlation Analysis Method with Adaptive Graph Learning
51. Text Classification Based on ALBERT and Mutil-head Attention Capsule Network
52. Classification Model Based Automatic Static Evaluation Method for C Programs
53. Multi-label Text Classification Optimization Model Fusing ALBERT and LDA
54. Definition and Segmentation of Key Clients in the N Metering Institution Based on Data Analysis
55. Dual-Channel Microblog Emotion Analysis Based on RoBERTa-WWM and Multi-Head Attention
56. A Network Combining Multi Dimension Scale and Feature Data for Automatic Melanoma Recognition from Skin Images
57. An Energy Trading Privacy Protection Scheme Based on Blockchain and Non-interactive Zero-Knowledge Proof
58. Incentive Strategies for Knowledge Sharing Between e-Commerce Supply Chain Enterprises from the Perspective of Trust
59. Energy Trading System and Strategy Based on Blockchain and Deep Learning
60. Random Weights Rough Neural Network for Glaucoma Diagnosis
61. Emotion-Type-Based Global Attention Neural Network for Emotion-Cause Pair Extraction
62. Face Data Discriminative Feature Extraction Based on Weighted Maximum Margin Criterion
63. Research on an Intelligent Decision System of Cold Chain Logistic for Fresh Agricultural Products
64. Facial Expression Recognition Based on Double-Channel Convolutional Neural Network
65. Weakly-Supervised Semantic Segmentation Based on Improved CAM
66. Prediction of Line Loss Rate Based on Improved BP Neural Network
67. Named Entity Recognition Based on Dependency Parsing and BiLSTM-CRF
68. Model Robust Optimization Method of Using Feature Pyramid
69. Fusing Multi-attention and Side Information for Distantly-Supervised Relation Extraction
70. An Augmented Reality Method Based on MobileNetV2_SSD
71. An Augmented Reality Method Based on DeepSORT and Improved ORB
72. Fake News Detection Based on Dual Graph Attention Networks
73. Research on Marine Fish Recognition Algorithm Based on Op-CapsNet
74. Adversarial Attacks Medical Diagnosis Model with Generative Adversarial Networks
75. A Behavior Recognition Algorithm Based on 3D-VGG-GAP Network
76. Traffic Sign Recognition Based on Lenet-5 and Inception Modules
77. Character Recognition Based on Composite Convolution Neural Networks and Coordinate Attention
78. Research on Micro-expression Recognition Algorithm Based on Graph Convolutional Networks
79. Sentiment Analysis of Barrage Text Based on ALBERT and Multi-channel Capsule Network
80. An Improved CNN-LSTM Model Compression Pruning Algorithm
81. An Aspect Term Extraction Method Based on BiLSTM-CRF with BERT Embedding
82. Efficient Face Editing Generation Adversarial Networks Fused with Coordinate Attention
83. Aspect-Level Sentiment Joint Detection Based on Graph Attention Network
84. Low-Light Image Enhancement Combining U-Net and Self-attention Mechanism
85. Blockchain-Based Distributed Deep Learning Task Assignment Scheme
86. AttnGAN++: Enhencing the Edge of Images on AttnGAN
87. Small Target Detection Method Based on a Multilayer Recursive Pyramid Network
88. X-Ray Security Inspection Image Detection Based on a Multi-scale Feature Fusion Network
89. COCOKG: A Multimodal Knowledge Graph Building on MSCOCO
90. Deep Topological Reasoning with Region Connection Calculus
91. Deep Learning Sentiment Analysis for MOOC Course Reviews
92. A Target Detection Algorithm in the Aerial Image Guided by the Density Map of the Target Center Point
93. Concept Relative Attention Based Deep Knowledge Tracing
94. Two-Stage Multi-task Learning for Automatic Epilepsy Detection
95. A Feature Embedding and Multi-dilation Convolutional Neural Network for Automatic COVID-19 Lesion Detection from Lung X-ray Images
96. A Detection Method for Pneumonia Lesions Based on Improved Feature Pyramid Network
97. Photo Mask Defect Detection Based on Generative Adversarial Network and Positive Samples
98. A Low Illumination Images Enhancement Method Based on Conditional Generative Adversarial Networks with Self Attention Mechanism
99. Grey Wolf-Particle Swarm Optimization with Back-Propagation Neural Network for Surface Duct Profile Estimation
100. Knowledge Discovery in Specific Domains
101. Modified Newton Raphson Algorithm for Electrical Impedance Image Reconstruction
102. Mechanism of DNA Methylation in Stem Cells
103. Parallel Conditional Expectation Iteration Genomic Breeding Values Prediction Based on OpenMP
104. Visual Perception Law Under Bi-dimensional Optics Stimulation
105. Ear Recognition Based on Residual Network
106. Accelerating Group-By and Aggregation on Heterogeneous CPU-GPU Platforms
107. HSMC: Hybrid Sentiment Method for Correlation to Analyze COVID-19 Tweets
108. Self-supervised Pretraining for Covid-19 and Other Pneumonia Detection from Chest X-ray Images
109. Research on Defect Classification and Analysis of Spacecraft Ground Software
110. MEMS Gyroscope Temperature Drift Compensation for SVR Optimized by Artificial Bee Colony
111. Comprehensive Evaluation of High-Level Graduate School Based on Distanced Entropy-TOPSIS
112. Information Technology for Knowledge Discovery
113. Abnormal Telephone Recognition Based on Ensemble Learning
114. A Test System Design for JESD204B Transmitter Controller Chip
115. Text Difficulty Classification by Combining Machine Learning and Language Features
116. Multi-task Metric Learning for Text-independent Speaker Verification
117. Combining Universal Speech Attributes into Deep Speaker Embedding Extraction for Speaker Verification
118. An Efficient Infrared Pedestrian Segmentation Algorithm Based on Weighted Maximum Entropy Thresholding
119. Topic Detection on Spoken Documents Using Deep-Feature of Acoustic Model
120. Design of 4-bit ADC with Anti-interference for GNSS Receiver
121. Energy-Aware Flow Table Strategy for Software Defined Wireless Power Communication Network Using Floyd Algorithm
122. A Blockchain Privacy Protection Method Integrating Attribute Encryption and Group Signature
123. Energy-Efficient Multi-domain Virtual Network Embedding Algorithm Based on Reinforcement Learning
124. A Review of Sparse Code Multiple Access Based on Deep Learning
125. Neural Network Satellite Clock Bias Prediction Based on the Whale Optimization Algorithm
126. Cluster-TRnet: Jointed Model for Real-Time Traffic Identification with High Accuracy
127. Design and Implementation of a Lightweight Street View Segmentation Algorithm
128. Design and Implementation of the LAPS Protocol Mapper in the Military Ethernet Circuit
129. An Ethernet Mapping High-Level Data Link Control Circuit Design
130. Federated Learning-Based Codebook Design for Massive MIMO Communication System
131. Performance Analysis of MISO-NOMA Systems with Different Antenna Selection Schemes
132. An Dynamic Population Wolf Heuristic Algorithm Based User Service Subarray Mapping for Extra-Large Scale MIMO
133. Millimeter Wave Beam Prediction Based on Compressed Sensing Features at Sub-6 GHz
134. Blockage-Aware Backup Point Selection for Reliable mmWave Access via Markov Decision Processes
135. XGBoost Dynamic Detection for Data Race in Multithreaded Programs
136. Design and Realization of Automatic Test System for Fiber Optic Gyroscope
137. The Second-Order Equivalent Approximation of PID Control System Based on Dominant Pole Placement
138. Performance Optimization for Parallel SpMV on a NUMA Architecture
139. Structure Optimization and Reconfigurable Design of CycleGAN
140. Hardware Algorithm Design of Deferred Shading
141. Shader Datapath Design of OpenGL-ES Lite
142. Multi-Level Network-on-Chip Design Based on Embedded Unified Rendering GPU
143. Research on the Storage and Sharing Model of Electronic License Based on Blockchain
144. Chinese Named Entity Recognition Based on BERT and Neural Network
145. Gap Detection of Aircraft Bell-Shaped Tube Based on Convolutional Neural Networks
146. Design and Application of an Irregular Layout Report Tool
147. Development, Design and Application of Intelligent Report
148. A New Blockchain Consensus Algorithm for Virtual Power Plants
149. LLC Access Behavior Prediction Method for Multi-core Processors
150. A Novel Approach for Automatic Measurement of the Distal Femur Based on 3D Slicer Software
151. Container Network Performance Anomaly Detection Based on Extended Berkeley Packet Filter and Machine Learning
152. SYN Flood Attack Detection and Defense Method Based on Extended Berkeley Packet Filter
153. Prediction of Low-Frequency Electromagnetic Environment of Subway

 

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Quan Xie,Liang Zhao,Kenli Li,Anupam Yadav,Lipo Wang,Advances,Natural Computation,Fuzzy Systems,Knowledge Discovery,Proceedings,ICNC FSKD,2021