Advances in Soft Computing

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Road Damage Detection Acquisition System Based on Deep Neural Networks for Physical Asset Management
3. Altmetric Badge
   Chapter 2 Implementation of Algorithm Recommendation Models for Timetabling Instances
4. Altmetric Badge
   Chapter 3 Statistical Approach in Data Filtering for Prediction Vessel Movements Through Time and Estimation Route Using Historical AIS Data
5. Altmetric Badge
   Chapter 4 Lexical Intent Recognition in Urdu Queries Using Deep Neural Networks
6. Altmetric Badge
   Chapter 5 A Simple but Powerful Word Polarity Classification Model
7. Altmetric Badge
   Chapter 6 Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section
8. Altmetric Badge
   Chapter 7 Lexical Function Identification Using Word Embeddings and Deep Learning
9. Altmetric Badge
   Chapter 8 A Deep Learning Approach for Hybrid Hand Gesture Recognition
10. Altmetric Badge
    Chapter 9 Feed Forward Classification Neural Network for Prediction of Human Affective States Using Continuous Multi Sensory Data Acquisition
11. Altmetric Badge
    Chapter 10 Advanced Transfer Learning Approach for Improving Spanish Sentiment Analysis
12. Altmetric Badge
    Chapter 11 AE-CharCNN: Char-Level Convolutional Neural Networks for Aspect-Based Sentiment Analysis
13. Altmetric Badge
    Chapter 12 Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model
14. Altmetric Badge
    Chapter 13 Improving Hyper-heuristic Performance for Job Shop Scheduling Problems Using Neural Networks
15. Altmetric Badge
    Chapter 14 Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models
16. Altmetric Badge
    Chapter 15 ADSOA - Fault Detection and Recovery Technology Based on Collective Intelligence
17. Altmetric Badge
    Chapter 16 Gentrification Prediction Using Machine Learning
18. Altmetric Badge
    Chapter 17 Pulsed Neural Network Plus Parallel Multi-core Approach to Solve Efficiently Big Shortest Path Problems
19. Altmetric Badge
    Chapter 18 Prediction of Student Attrition Using Machine Learning
20. Altmetric Badge
    Chapter 19 Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms
21. Altmetric Badge
    Chapter 20 A Scaled Gradient Projection Method for Minimization over the Stiefel Manifold
22. Altmetric Badge
    Chapter 21 Local Sensitive Hashing for Proximity Searching
23. Altmetric Badge
    Chapter 22 Parallel Task Graphs Scheduling Based on the Internal Structure
24. Altmetric Badge
    Chapter 23 Bounded Region Optimization of PID Gains for Grid Forming Inverters with Genetic Algorithms
25. Altmetric Badge
    Chapter 24 Differential Evolution Based on Learnable Evolution Model for Function Optimization
26. Altmetric Badge
    Chapter 25 Towards Constant Calculation in Disjunctive Inequalities Using Wound Treatment Optimization
27. Altmetric Badge
    Chapter 26 Automatic Diet Generation by Particle Swarm Optimization Algorithm
28. Altmetric Badge
    Chapter 27 Solving Dynamic Combinatorial Optimization Problems Using a Probabilistic Distribution as Self-adaptive Mechanism in a Genetic Algorithm
29. Altmetric Badge
    Chapter 28 Cross-Cultural Image-Based Author Profiling in Twitter
30. Altmetric Badge
    Chapter 29 Application of Fuzzy Logic in the Edge Detection of Real Pieces in Controlled Scenarios
31. Altmetric Badge
    Chapter 30 Grey-Fuzzy Approach to Support the Optimisation of the Shot Peening Process
32. Altmetric Badge
    Chapter 31 An Approach to Knowledge Discovery for Fault Detection by Using Compensatory Fuzzy Logic
33. Altmetric Badge
    Chapter 32 A Resilient Behavior Approach Based on Non-monotonic Logic
34. Altmetric Badge
    Chapter 33 A Playground for the Value Alignment Problem
35. Altmetric Badge
    Chapter 34 A Model Using Artificial Neural Networks and Fuzzy Logic for Knowing the Consumer on Smart Thermostats as a S3 Product
36. Altmetric Badge
    Chapter 35 Methodology for the Implementation of Virtual Assistants for Education Using Google Dialogflow
37. Altmetric Badge
    Chapter 36 Audio-Visual Database for Spanish-Based Speech Recognition Systems
38. Altmetric Badge
    Chapter 37 A Corpus-Based Study of the Rate of Changes in Frequency of Syntactic Bigrams in English and Russian
39. Altmetric Badge
    Chapter 38 SPI: A Software Tool for Planning Under Uncertainty Based on Learning Factored MDPs
40. Altmetric Badge
    Chapter 39 The Blade Runner Scene. How Human-Machine Contact Incarnates Social Interaction
41. Altmetric Badge
    Chapter 40 Assessment of Small-Scale Wind Turbines to Meet High-Energy Demand in Mexico with Bayesian Decision Networks
42. Altmetric Badge
    Chapter 41 Ontology-Based Legal System in Multi-agents Systems
43. Altmetric Badge
    Chapter 42 Speed Control of a Wind Turbine Using Fuzzy Logic
44. Altmetric Badge
    Chapter 43 Hardware Implementation of Karnik-Mendel Algorithm for Interval Type-2 Fuzzy Sets and Systems
45. Altmetric Badge
    Chapter 44 Designing Fuzzy Artificial Organic Networks Using Sliding-Mode Control
46. Altmetric Badge
    Chapter 45 Performance of Human Proposed Equations, Genetic Programming Equations, and Artificial Neural Networks in a Real-Time Color Labeling Assistant for the Colorblind
47. Altmetric Badge
    Chapter 46 3-D Human Body Posture Reconstruction by Computer Vision
48. Altmetric Badge
    Chapter 47 Brazilian Traffic Signs Detection and Recognition in Videos Using CLAHE, HOG Feature Extraction and SVM Cascade Classifier with Temporal Coherence
49. Altmetric Badge
    Chapter 48 A Fast and Robust Deep Learning Approach for Hand Object Grasping Confirmation
50. Altmetric Badge
    Chapter 49 Real-Time Monocular Vision-Based UAV Obstacle Detection and Collision Avoidance in GPS-Denied Outdoor Environments Using CNN MobileNet-SSD
51. Altmetric Badge
    Chapter 50 Clusterized KNN for EEG Channel Selection and Prototyping of Lower Limb Joint Torques
52. Altmetric Badge
    Chapter 51 Stewart Robotic Platform for Topographic Measuring System
53. Altmetric Badge
    Chapter 52 A Knowledge and Probabilistic Based Task Planning Architecture for Service Robotics
54. Altmetric Badge
    Chapter 53 RGB-D Camera and 2D Laser Integration for Robot Navigation in Dynamic Environments
55. Altmetric Badge
    Chapter 54 Adaptive Controller Based on IF-THEN Rules and Simultaneous Perturbation Stochastic Approximation Tuning for a Robotic System
56. Altmetric Badge
    Chapter 55 Multi-objective GA for Collision Avoidance on Robot Manipulators Based on Artificial Potential Field
57. Altmetric Badge
    Chapter 56 Vertex Codification Applied to 3-D Binary Image Euler Number Computation
58. Altmetric Badge
    Chapter 57 Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional Robots
59. Altmetric Badge
    Chapter 58 Modeling and Control Balance Design for a New Bio-inspired Four-Legged Robot
60. Altmetric Badge
    Chapter 59 Towards High-Speed Localisation for Autonomous Drone Racing