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Computer-aided civil and infrastructure engineering, ISSN 1093-9687, 12/2017, Volume 32, Issue 12, pp. 1025 - 1046
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 09/2018, 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 | Technology | Computer Science | Science & Technology | Signal processing | Management science | Algorithms | Scientists | Analysis
Journal Article
IEEE transactions on knowledge and data engineering, ISSN 1558-2191, 01/2020, 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 | Engineering | Technology | Computer Science | Engineering, Electrical & Electronic | Computer Science, Artificial Intelligence | Science & Technology
Journal Article
IEEE transactions on geoscience and remote sensing, ISSN 1558-0644, 10/2016, Volume 54, Issue 10, pp. 6232 - 6251
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Pattern recognition, ISSN 0031-3203, 06/2015, Volume 48, Issue 6, pp. 1999 - 2012
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IEEE transactions on geoscience and remote sensing, ISSN 1558-0644, 01/2013, Volume 51, Issue 1, pp. 242 - 256
Journal Article