Deep learning applications. Volume 2 ([2021])

• Record Type: Book
• Further Information: Note: Edited by M. Arif Wani, Taghi M. Khoshgoftaar, Vasile Palade.
• Editors: Wani, M. A (M. Arif); Khoshgoftaar, Taghi M; Palade, Vasile
• Contents: Deep Learning Based Recommender Systems -- A Comprehensive Set of Novel Residual Blocks for Deep Learning Architectures for Diagnosis of Retinal Diseases from Optical Coherence Tomography Images -- Three-Stream Convolutional Neural Network for Human Fall Detection -- Diagnosis of Bearing Faults in Electrical Machines using Long Short-Term Memory -- Automatic Solar Panel Detection from High Resolution Orthoimagery Using Deep Learning Segmentation Networks -- Training Deep Learning Sequence Models to Understand Driver Behavior -- Exploiting Spatio-temporal Correlation in RF Data using Deep Learning -- Human Target Detection and Localization with Radars Using Deep Learning -- Thresholding Strategies for Deep Learning with Highly Imbalanced Big Data -- Vehicular Localisation at High and Low Estimation Rates during GNSS Outages: A Deep Learning Approach -- Multi-Adversarial Variational Autoencoder Nets for Simultaneous Image Generation and Classification -- Non-convex Optimization using Parameter Continuation Methods for Deep Neural Networks.
• Publisher Details: Singapore : Springer
• Publication Date: 2021
• Extent: 1 online resource
• Subjects: 006.31; Machine learning
• Languages: English
• ISBNs: 9789811567599
• Related ISBNs: 981156759X
• Notes: Note: Includes bibliographical references and author index.; Note: Description based on online resource; title from digital title page (viewed on November 17, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.