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Mechanical Systems and Signal Processing, ISSN 0888-3270, 2012, Volume 27, Issue 1, pp. 696 - 711
After analyzing the shortcomings of current feature extraction and fault diagnosis technologies, a new approach based on wavelet packet decomposition (WPD) and... 
Early fault diagnosis | Feature extraction | WPD | Energy moment | Neural network | EMD | SIGNALS | VIBRATION ANALYSIS | BEARING | TRANSFORM | ENGINEERING, MECHANICAL | Magneto-electric machines | Neural networks | Machinery | Mechanical engineering | Analysis | Fault diagnosis | Faults | Rotating machinery | Rotors | Bandwidth | Decomposition
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 10/2018, pp. 1 - 1
We present and evaluate Deep Private-Feature Extractor (DPFE), a deep model which is trained and evaluated based on information theoretic constraints. Using... 
Training | Data privacy | Privacy | Information Theory | Feature extraction | Data models | Task analysis | Deep Learning
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 11/2016, Volume 27, Issue 11, pp. 2327 - 2336
Journal Article
Computer‐Aided Civil and Infrastructure Engineering, ISSN 1093-9687, 12/2017, Volume 32, Issue 12, pp. 1025 - 1046
Journal Article
Information Processing and Management, ISSN 0306-4573, 03/2018, Volume 54, Issue 2, pp. 129 - 144
Journal Article
Pattern Recognition, ISSN 0031-3203, 06/2015, Volume 48, Issue 6, pp. 1999 - 2012
Journal Article
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 01/2013, Volume 51, Issue 1, pp. 242 - 256
In this paper, we propose a method for the dimensionality reduction (DR) of spectral-spatial features in hyperspectral images (HSIs), under the umbrella of... 
hyperspectral image (HSI) | Tensile stress | Classification | Feature extraction | remote sensing | Vectors | tensor | Optimization | Hyperspectral imaging | feature extraction | DIMENSIONALITY REDUCTION | RECOGNITION | RECONSTRUCTION | INFORMATION | ALGORITHM | ENGINEERING, ELECTRICAL & ELECTRONIC | GEOCHEMISTRY & GEOPHYSICS | SEGMENTATION | SELECTION | MATERIAL IDENTIFICATION | MANIFOLD
Journal Article
IEEE Geoscience and Remote Sensing Letters, ISSN 1545-598X, 05/2018, Volume 15, Issue 5, pp. 749 - 753
Journal Article
Neurocomputing, ISSN 0925-2312, 09/2018, Volume 307, pp. 72 - 77
Time series feature engineering is a time-consuming process because scientists and engineers have to consider the multifarious algorithms of signal processing... 
Feature extraction | Feature selection | Feature engineering | Time series | Machine learning | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Signal processing | Management science | Algorithms | Scientists | Analysis
Journal Article
Neural Computing and Applications, ISSN 0941-0643, 7/2019, Volume 31, Issue 7, pp. 2649 - 2659
Journal Article