Blar i Institutt for datateknologi, elektroteknologi og realfag på emneord "deep learning"
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An overview of deep learning in medical imaging focusing on MRI
(Journal article; Peer reviewed, 2018)What has happened in machine learning lately, and what does it mean for the future of medical image analysis? Machine learning has witnessed a tremendous amount of attention over the last few years. The current boom started ... -
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection
(Peer reviewed; Journal article, 2021)This paper introduces a new model to identify collective abnormal human behaviors from large pedestrian data in smart cities. To accurately solve the problem, several algorithms have been proposed in this paper. These can ... -
Deep learning-embedded social internet of things for ambiguity-aware social recommendations
(Peer reviewed; Journal article, 2021)With the increasing demand of users for personalized social services, social recommendation (SR) has been an important concern in academia. However, current research on SR universally faces two main challenges. On the one ... -
Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things
(Peer reviewed; Journal article, 2021)This paper introduced a new deep learning framework for fault diagnosis in electrical power systems. The framework integrates the convolution neural network and different regression models to visually identify which faults ...