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portada Deep Learning Applications, Volume 2
Type
Physical Book
Publisher
Author
Language
English
Pages
300
Format
Paperback
Dimensions
23.4 x 15.6 x 1.7 cm
Weight
0.44 kg.
ISBN13
9789811567612
Categories

Deep Learning Applications, Volume 2

Wani, M. Arif ; Khoshgoftaar, Taghi M. ; Palade, Vasile (Author) · Springer · Paperback

Deep Learning Applications, Volume 2 - Wani, M. Arif ; Khoshgoftaar, Taghi M. ; Palade, Vasile

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Synopsis "Deep Learning Applications, Volume 2"

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.

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