Engineering Applications of Neural Networks

Chapter 2 Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes

Chapter 3 Deep Imitation Learning with Memory for Robocup Soccer Simulation

Chapter 4 Toward Video Tampering Exposure: Inferring Compression Parameters from Pixels

Chapter 5 RR-FCN: Rotational Region-Based Fully Convolutional Networks for Object Detection

Chapter 6 Face Detection for Crowd Analysis Using Deep Convolutional Neural Networks

Chapter 7 Smoothing Regularized Extreme Learning Machine

Chapter 8 Neuroevolution of Actively Controlled Virtual Characters - An Experiment for an Eight-Legged Character

Chapter 9 Machine Learning with the Pong Game: A Case Study

Chapter 10 Managing Congestion in Vehicular Networks Using Tabu Search

Chapter 11 Network Intrusion Detection on Apache Spark with Machine Learning Algorithms

Chapter 12 A Triangle Multi-level Item-Based Collaborative Filtering Method that Improves Recommendations

Chapter 13 Myo-To-Speech - Evolving Fuzzy-Neural Network Prediction of Speech Utterances from Myoelectric Signals

Chapter 14 Model Prediction of Defects in Sheet Metal Forming Processes

Chapter 15 Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques

Chapter 16 Reproduction of Experiments in Recommender Systems Evaluation Based on Explanations

Chapter 17 Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis

Chapter 18 Deep Neural Networks for Prediction of Exacerbations of Patients with Chronic Obstructive Pulmonary Disease

Chapter 19 Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural Networks

Chapter 20 Acceleration of Convolutional Networks Using Nanoscale Memristive Devices

Chapter 21 Comparison of Asymmetric and Symmetric Neural Networks with Gabor Filters