Applications of Computational Intelligence

Chapter 1 SVM and SSD for Classification of Mobility Actors on the Edge

Chapter 2 Framework Comparison of Neural Networks for Automated Counting of Vehicles and Pedestrians

Chapter 3 Retail Traffic-Flow Analysis Using a Fast Multi-object Detection and Tracking System

Chapter 4 Accelerating Video Processing Inside Embedded Devices to Count Mobility Actors

Chapter 5 Influences of the Trained State Model into the Decoding of Elbow Motion Using Kalman Filter

Chapter 6 Building Dengue Sensors for Brazil Using a Social Network and Text Mining

Chapter 7 Prediction of Diabetic Patient Readmission Using Machine Learning

Chapter 8 A Computational Model for Distance Perception Based on Visual Attention Redeployment in Locomotor Infants

Chapter 9 DCGAN Model Used to Generate Body Gestures on a Human-Humanoid Interaction System

Chapter 11 Classification of Satellite Images Using Rp Fuzzy C Means

Chapter 12 A Feature Extraction Method Based on Convolutional Autoencoder for Plant Leaves Classification

Chapter 13 Acquisition System Based in a Low-Cost Optical Architecture with Single Pixel Measurements and RGB Side Information for UAV Imagery

Chapter 14 Integration of an Adaptive Cellular Automaton and a Cellular Neural Network for the Impulsive Noise Suppression and Edge Detection in Digital Images

Chapter 15 Sweet Citrus Fruit Detection in Thermal Images Using Fuzzy Image Processing

Chapter 16 Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting

Chapter 17 Entropy and PCA Analysis for Environments Associated to Q-Learning for Path Finding

Chapter 18 Fail Detection in WfM/BPM Systems from Event Log Sequences Using HMM-Type Models

Chapter 19 Solar Spots Classification Using Pre-processing and Deep Learning Image Techniques

Chapter 20 Heuristic Method for Optimal Deployment of Electric Vehicle Charge Stations Using Linear Programming

Chapter 21 Fuzzy Classification of Industrial Data for Supervision of a Dewatering Machine: Implementation Details and Results