Deep Learning Applications, Volume 4

Chapter 1 Identification of Human Papillomavirus from Super-Resolution Microscopic Images Generated Using Deep Learning Architectures

Chapter 2 Evaluation of Sequential and Temporally Embedded Deep Learning Models for Health Outcome Prediction

Chapter 3 Transfer Learning for Depression Screening from Follow-Up Clinical Interview Questions

Chapter 4 Early Mental Health Uncovering with Short Scripted and Unscripted Voice Recordings

Chapter 5 A Comprehensive Analysis of Aspect-Oriented Suggestion Extraction from Online Reviews

Chapter 6 Language Models for Deep Learning Programming: A Case Study with Keras

Chapter 7 Next Job Application Prediction by Leveraging Textual Information, Metadata, and Personalized-Attention Mechanism

Chapter 8 A Contrario Multi-scale Anomaly Detection Method for Industrial Quality Inspection

Chapter 9 Anomaly Detection and Debugging by Kernel Ridge Reconstruction

Chapter 10 Receptive Field Analysis for Optimizing Convolutional Neural Network Architectures Without Training

Chapter 11 Resource-Aware Capsule Network

Chapter 13 Efficient Deep Learning of Kerr Nonlinearity in Fiber-Optic Channels Using a Convolutional Recurrent Neural Network

Chapter 14 Multi-layer Wavelet Transformations for Image Super-Resolution: Applications to Voxel-Based Deep Learning and Areal Density Maps of Carbon Nanotube Sheets

Chapter 15 Deep Semi-supervised Learning for Time-Series Classification