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03/11/2020
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology
We propose a process model for the development of machine learning appli...
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09/11/2016
Sharing Hash Codes for Multiple Purposes
Locality sensitive hashing (LSH) is a powerful tool for sublinear-time a...
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01/25/2013
Explorative Data Analysis for Changes in Neural Activity
Neural recordings are nonstationary time series, i.e. their properties t...
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08/06/2011
Algebraic Geometric Comparison of Probability Distributions
We propose a novel algebraic framework for treating probability distribu...
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12/12/2009
Modeling sparse connectivity between underlying brain sources for EEG/MEG
We propose a novel technique to assess functional brain connectivity in ...
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12/06/2009