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Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2018, Volume 307, pp. 72 - 77
... and extracting meaningful features from time series. The Python package tsfresh (Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests... 
Feature extraction | Feature selection | Feature engineering | Time series | Machine learning | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Signal processing | Management science | Algorithms | Scientists | Analysis
Journal Article
Computer-aided civil and infrastructure engineering, ISSN 1093-9687, 2017, Volume 32, Issue 12, pp. 1025 - 1046
... extraction (Amezquita‐Sanchez and Adeli, ), that is, the problems may become more accessible, when the low‐level sensor signals transform into significant and damage... 
NEURAL NETWORKS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ENGINEERING, CIVIL | CONSTRUCTION & BUILDING TECHNOLOGY | BRIDGES | TRANSPORTATION SCIENCE & TECHNOLOGY | IDENTIFICATION | Detectors | Wavelet | Noise sensitivity | Damage detection | Machine learning | Structural damage | Artificial neural networks | Feature extraction | Vibration mode | Damage localization
Journal Article
IEEE transactions on knowledge and data engineering, ISSN 1558-2191, 2020, Volume 32, Issue 1, pp. 54 - 66
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 | deep learning | Feature extraction | Data models | information theory | Task analysis | Information Theory | Deep Learning | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Sensors (Switzerland), ISSN 1424-8220, 11/2015, Volume 15, Issue 11, pp. 27804 - 27831
...) systems mainly involving three optimizations, which are sensitive material selection and sensor array optimization, enhanced feature extraction methods and pattern recognition method selection... 
Electronic nose | Feature extraction methods | Review | CHEMISTRY, ANALYTICAL | CHEMICAL SENSORS | WOUND-INFECTION DETECTION | PHASE-SPACE | PERFORMANCE | CLASSIFICATION | electronic nose | GAS SENSORS | MEAT FRESHNESS | feature extraction methods | ENGINEERING, ELECTRICAL & ELECTRONIC | INSTRUMENTS & INSTRUMENTATION | NEURAL-NETWORKS | PATTERN-RECOGNITION | review | WAVELET TRANSFORM
Journal Article
Pattern recognition, ISSN 0031-3203, 2015, Volume 48, Issue 6, pp. 1999 - 2012
Journal Article
NeuroImage (Orlando, Fla.), ISSN 1053-8119, 2017, Volume 155, pp. 530 - 548
Journal Article
IEEE transactions on geoscience and remote sensing, ISSN 1558-0644, 2013, Volume 51, Issue 1, pp. 242 - 256
Journal Article
Computer Methods and Programs in Biomedicine, ISSN 0169-2607, 2016, Volume 129, pp. 21 - 28
Journal Article
Journal Article