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- Title
Role of deep learning models and analytics in industrial multimedia environment.
- Authors
Qureshi, Nawab Muhammad Faseeh; Menon, Varun G.; Bashir, Ali Kashif; Mumtaz, Shahid; Mehmood, Irfan
- Abstract
There are several base types of deep learning models, such as radial basis function networks (RBFN), recurrent neural networks (RNN), generative-adversarial-networks (GANs), long-short-term memory networks (LSTMs), convolutional neural networks (CNNs), self-organizing maps (SOM), restricted Boltzmann machines (RBM), autoencoders, and multilayer-perceptron (MLP). Deep learning models and data-driven intelligent analytics are widely used components of artificial intelligence.
- Subjects
DEEP learning; MACHINE learning; ARTIFICIAL neural networks; ARTIFICIAL intelligence; CONVOLUTIONAL neural networks; SOCIAL media
- Publication
Multimedia Systems, 2023, Vol 29, Issue 3, p1663
- ISSN
0942-4962
- Publication type
Article
- DOI
10.1007/s00530-023-01098-7