Search Results for author: Andreas W. Kempa-Liehr

Found 3 papers, 2 papers with code

Data Fusion Challenges Privacy: What Can Privacy Regulation Do?

no code implementations26 Nov 2021 Gábor Erdélyi, Olivia J. Erdélyi, Andreas W. Kempa-Liehr

This paper focuses on some shortcomings in current privacy and data protection regulations' ability to adequately address the ramifications of AI-driven data processing practices, in particular where data sets are combined and processed by AI systems.

Feature engineering workflow for activity recognition from synchronized inertial measurement units

1 code implementation18 Dec 2019 Andreas W. Kempa-Liehr, Jonty Oram, Andrew Wong, Mark Finch, Thor Besier

The ubiquitous availability of wearable sensors is responsible for driving the Internet-of-Things but is also making an impact on sport sciences and precision medicine.

BIG-bench Machine Learning Feature Engineering +4

Distributed and parallel time series feature extraction for industrial big data applications

3 code implementations25 Oct 2016 Maximilian Christ, Andreas W. Kempa-Liehr, Michael Feindt

This problem is especially hard to solve for time series classification and regression in industrial applications such as predictive maintenance or production line optimization, for which each label or regression target is associated with several time series and meta-information simultaneously.

Binary Classification Classification +7

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