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2013 IEEE International Conference on Computer Vision, ISSN 1550-5499, 12/2013, pp. 2960 - 2967
In this paper, we introduce a new domain adaptation (DA) algorithm where the source and target domains are represented by subspaces described by eigenvectors.... 
Context | Manifolds | Support vector machines | object recognition | subspace alignment | Vectors | Eigenvalues and eigenfunctions | domain adaptation | Covariance matrices | Principal component analysis | Computer vision | Alignment | Algorithms | Conferences | Mathematical analysis | Exact solutions | Mathematical models | Subspaces | Adaptation
Conference Proceeding
Journal Article
Journal Article
2012 IEEE Conference on Computer Vision and Pattern Recognition, ISSN 1063-6919, 06/2012, pp. 2066 - 2073
In real-world applications of visual recognition, many factors - such as pose, illumination, or image quality - can cause a significant mismatch between the... 
Measurement | Manifolds | Training | Visualization | Vectors | Kernel | Principal component analysis
Conference Proceeding
Infection, Genetics and Evolution, ISSN 1567-1348, 2010, Volume 10, Issue 7, pp. 876 - 885
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 10/2016, Volume 25, Issue 10, pp. 4959 - 4973
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 03/2012, Volume 23, Issue 3, pp. 504 - 518
Journal Article
IEEE Transactions on Cybernetics, ISSN 2168-2267, 07/2014, Volume 44, Issue 7, pp. 1080 - 1099
The performance of differential evolution (DE) largely depends on its mutation strategy and control parameters. In this paper, we propose an adaptive DE (ADE)... 
Adaptive parameter control | Sociology | Diversity reception | differential evolution (DE) | Process control | Vectors | Statistics | Optimization | global optimization | Convergence | ALGORITHMS | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | COMPUTER SCIENCE, CYBERNETICS | Population | Algorithms
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 01/2013, Volume 51, Issue 1, pp. 329 - 341
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2014, Volume 36, Issue 11, pp. 2288 - 2302
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 09/2014, Volume 21, Issue 9, pp. 1068 - 1072
With the availability of speech data obtained from different devices and varied acquisition conditions, we are often faced with scenarios, where the intrinsic... 
Training | Emotion recognition | speech emotion recognition | Adaptive denoising autoencoders | Noise reduction | Speech recognition | Speech | Vectors | domain adaptation | ENGINEERING, ELECTRICAL & ELECTRONIC | Models
Journal Article
Journal Article