Quick tool for mapping $1$-dimensional probability density functions (PDFs) or cumulative distribution functions (CDFs) to a fiducial PDF or CDF. This can be fitted from either the fiducial PDF or CDF ...
Abstract: We present a new distributed fuzzy partitioning method to reduce the complexity of multi-way fuzzy decision trees in Big Data classification problems. The proposed algorithm builds a fixed ...
Abstract: Data-driven solutions to detecting power system measurement manipulation rely on thorough understandings of the patterns behind the data. From a probabilistic viewpoint, power system ...
Or, "BatchPitNormalization", is a layer for neural networks that, similar to ordinary Batch Normalization, will correct covariate shift. Beyond that, it will modify the distribution of the data ...
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