Neural Computing for Advanced Applications

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Adaptive Multiple-View Label Propagation for Semi-supervised Classification
3. Altmetric Badge
   Chapter 2 Container Damage Identification Based on Fmask-RCNN
4. Altmetric Badge
   Chapter 3 Multiagent Reinforcement Learning for Combinatorial Optimization
5. Altmetric Badge
   Chapter 4 Extended Kalman Filter-Based Adaptively Sliding Mode Control with Dead-Zone Compensator for an Anchor-Hole Driller
6. Altmetric Badge
   Chapter 5 Exploring Multi-scale Deep Encoder-Decoder and PatchGAN for Perceptual Ultrasound Image Super-Resolution
7. Altmetric Badge
   Chapter 6 Reliable Neighbors-Based Collaborative Filtering for Recommendation Systems
8. Altmetric Badge
   Chapter 7 Downhole Condition Identification for Geological Drilling Processes Based on Qualitative Trend Analysis and Expert Rules
9. Altmetric Badge
   Chapter 8 Adaptive Neural Network Control for Double-Pendulum Tower Crane Systems
10. Altmetric Badge
    Chapter 9 Generalized Locally-Linear Embedding: A Neural Network Implementation
11. Altmetric Badge
    Chapter 10 Semi-supervised Feature Selection Using Sparse Laplacian Support Vector Machine
12. Altmetric Badge
    Chapter 11 Tailored Pruning via Rollback Learning
13. Altmetric Badge
    Chapter 12 Coordinative Hyper-heuristic Resource Scheduling in Mobile Cellular Networks
14. Altmetric Badge
    Chapter 13 Latent Sparse Discriminative Learning for Face Image Set Classification
15. Altmetric Badge
    Chapter 14 Sparse Multi-task Least-Squares Support Vector Machine
16. Altmetric Badge
    Chapter 15 Discriminative Subspace Learning for Cross-view Classification with Simultaneous Local and Global Alignment
17. Altmetric Badge
    Chapter 16 A Recognition Method of Hand Gesture Based on Dual-SDAE
18. Altmetric Badge
    Chapter 17 Image Generation from Layout via Pair-Wise RaGAN
19. Altmetric Badge
    Chapter 18 Learning Unsupervised Video Summarization with Semantic-Consistent Network
20. Altmetric Badge
    Chapter 19 Sustainable Competitiveness Evaluation for Container Liners Using a Novel Hybrid Method with Intuitionistic Fuzzy Linguistic Variables
21. Altmetric Badge
    Chapter 20 2-Dimensional Interval Neutrosophic Linguistic Numbers and Their Utilization in Group Decision Making
22. Altmetric Badge
    Chapter 21 Cross-Modal N -Pair Network for Generalized Zero-Shot Learning
23. Altmetric Badge
    Chapter 22 A Bi-directional Relation Aware Network for Link Prediction in Knowledge Graph
24. Altmetric Badge
    Chapter 23 Deep K -Means: A Simple and Effective Method for Data Clustering
25. Altmetric Badge
    Chapter 24 Brain Storm Optimization Algorithms: A Brief Review
26. Altmetric Badge
    Chapter 25 A Binary Superior Tracking Artificial Bee Colony for Feature Selection
27. Altmetric Badge
    Chapter 26 A Hybrid Neural Network RBERT-C Based on Pre-trained RoBERTa and CNN for User Intent Classification
28. Altmetric Badge
    Chapter 27 Image Registration Algorithm Based on Manifold Regularization with Thin-Plate Spline Model
29. Altmetric Badge
    Chapter 28 Optimal Control of Nonlinear Time-Delay Systems with Input Constraints Using Reinforcement Learning
30. Altmetric Badge
    Chapter 29 Disaggregated Power System Signal Recognition Using Capsule Network
31. Altmetric Badge
    Chapter 30 Design of Echo State Network with Coordinate Descent Method and $$l_1$$ Regularization
32. Altmetric Badge
    Chapter 31 An Advanced Actor-Critic Algorithm for Training Video Game AI
33. Altmetric Badge
    Chapter 32 Neural Network-Based Adaptive Control for EMS Type Maglev Vehicle Systems with Time-Varying Mass
34. Altmetric Badge
    Chapter 33 A Novel Collision-Avoidance TDMA MAC Protocol for Fog-Assisted VCNs
35. Altmetric Badge
    Chapter 34 Design Optimization of Plate-Fin Heat Exchanger Using Sine Cosine Algorithm
36. Altmetric Badge
    Chapter 35 Mr-ResNeXt: A Multi-resolution Network Architecture for Detection of Obstructive Sleep Apnea
37. Altmetric Badge
    Chapter 36 Scalable Multi-agent Reinforcement Learning Architecture for Semi-MDP Real-Time Strategy Games
38. Altmetric Badge
    Chapter 37 Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction
39. Altmetric Badge
    Chapter 38 Multi-period Distributed Delay-Sensitive Tasks Offloading in a Two-Layer Vehicular Fog Computing Architecture
40. Altmetric Badge
    Chapter 39 Template-Enhanced Aspect Term Extraction with Bi-Contextual Convolutional Neural Networks
41. Altmetric Badge
    Chapter 40 Privacy Sensitive Large-Margin Model for Face De-Identification
42. Altmetric Badge
    Chapter 41 Balancing of Bike-Sharing System via Constrained Model Predictive Control
43. Altmetric Badge
    Chapter 43 A Tree-Structure Convolutional Neural Network for Temporal Features Exaction on Sensor-Based Multi-resident Activity Recognition