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IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 6/2019, pp. 1 - 15
Multilinear multitask learning (MLMTL) considers an MTL problem in which tasks are arranged by multiple indices. By exploiting the higher order correlations... 
Multilinear | multitask learning (MTL) | rank product | tensor sparsity
Journal Article
IEEE Transactions on Intelligent Transportation Systems, ISSN 1524-9050, 10/2014, Volume 15, Issue 5, pp. 2191 - 2201
Journal Article
IEEE Transactions on Industrial Electronics, ISSN 0278-0046, 06/2018, Volume 65, Issue 6, pp. 5060 - 5068
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 08/2014, Volume 45, Issue 6, pp. 1194 - 1208
This paper proposes a unified framework for multiple/single-view human action recognition. First, we propose the hierarchical partwise bag-of-words... 
Multitask learning (MTL) | structural learning | partwise bag-of-words | multiview human action recognition | Video Recording | Algorithms | Artificial Intelligence | Human Activities - classification | Humans | Pattern Recognition, Automated - methods
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 02/2017, Volume 55, Issue 2, pp. 894 - 906
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 06/2015, Volume 45, Issue 6, pp. 1194 - 1208
Journal Article
Information Sciences, ISSN 0020-0255, 04/2018, Volume 436-437, pp. 388 - 402
In this study, a statistical recognition model based on similarity preserving multi-task learning (SP-MTL) is developed for radar target recognition of... 
Radar automatic target recognition (RATR) | Multi-task learning (MTL) | Transfer learning | High-resolution range profile (HRRP) | Statistical recognition
Journal Article
by He, H and Du, L and Liu, Y and Ding, J
INFORMATION SCIENCES, ISSN 0020-0255, 04/2018, Volume 436, pp. 388 - 402
In this study, a statistical recognition model based on similarity preserving multi-task learning (SP-MTL) is developed for radar target recognition of... 
Multi-task learning (MTL) | Transfer learning | IMAGES | High-resolution range profile (HRRP) | Radar automatic target recognition (RATR) | COMPUTER SCIENCE, INFORMATION SYSTEMS | K-SVD | CLASSIFICATION | MODEL | Statistical recognition
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 05/2017, Volume 27, Issue 5, pp. 1018 - 1030
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 05/2018, Volume 29, Issue 5, pp. 1975 - 1985
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 10/2019, pp. 1 - 11
In this article, we study a tensor-based multitask learning (MTL) method for classification. Taking into account the fact that in many real-world applications,... 
Training | multitask learning (MTL) | Electroencephalograph (EEG) | tensor classification | Feature extraction | Brain modeling | Electroencephalography | Fisher discriminant criterion | Task analysis | Optimization
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 03/2017, Volume 47, Issue 3, pp. 744 - 758
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 03/2018, Volume 29, Issue 3, pp. 670 - 680
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 10/2019, Volume 30, Issue 10, pp. 3010 - 3023
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 02/2017, Volume 47, Issue 2, pp. 439 - 448
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 11/2018, Volume 29, Issue 11, pp. 5408 - 5418
Journal Article
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