Artificial Neural Networks in Pattern Recognition

Chapter 1 Deep Learning Methods for Image Guidance in Radiation Therapy

Chapter 2 Intentional Image Similarity Search

Chapter 3 Structured (De)composable Representations Trained with Neural Networks

Chapter 4 Long Distance Relationships Without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling

Chapter 5 Improving Accuracy and Efficiency of Object Detection Algorithms Using Multiscale Feature Aggregation Plugins

Chapter 6 Abstract Echo State Networks

Chapter 7 Minimal Complexity Support Vector Machines

Chapter 8 Named Entity Disambiguation at Scale

Chapter 9 Geometric Attention for Prediction of Differential Properties in 3D Point Clouds

Chapter 10 How (Not) to Measure Bias in Face Recognition Networks

Chapter 11 Feature Extraction: A Time Window Analysis Based on the X-ITE Pain Database

Chapter 12 Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario

Chapter 13 A Deep Learning Approach for Efficient Registration of Dual View Mammography

Chapter 14 Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology

Chapter 15 Applications of Generative Adversarial Networks to Dermatologic Imaging

Chapter 16 Typing Plasmids with Distributed Sequence Representation

Chapter 17 KP-YOLO: A Modification of YOLO Algorithm for the Keypoint-Based Detection of QR Codes

Chapter 18 Using Mask R-CNN for Image-Based Wear Classification of Solid Carbide Milling and Drilling Tools

Chapter 19 A Hybrid Deep Learning Approach for Forecasting Air Temperature

Chapter 20 Using CNNs to Optimize Numerical Simulations in Geotechnical Engineering

Chapter 21 Going for 2D or 3D? Investigating Various Machine Learning Approaches for Peach Variety Identification

Chapter 22 A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture

Chapter 23 ML-Based Trading Models: An Investigation During COVID-19 Pandemic Crisis

Chapter 24 iNNvestigate-GUI - Explaining Neural Networks Through an Interactive Visualization Tool