Improving Artificial Neural Network Based Streamflow Forecasting Models through Data Preprocessing
Sign Up to like & getrecommendations! Published in 2021 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-021-1859-y
Abstract: The real time hydrological data may contain noise, missing information and deviation from its original scale due to complex and nonlinear nature of hydrological processes. The data when used as it is in hydrological forecasting… read more here.
Keywords: improving artificial; transformed data; based streamflow; artificial neural ... See more keywords
Interpretation and Implications of Lognormal Linear Regression Used for Bacterial Enumeration.
Sign Up to like & getrecommendations! Published in 2020 at "Journal of AOAC International"
DOI: 10.1093/jaoacint/qsaa005
Abstract: BACKGROUND Bacterial enumeration data are typically log transformed to realize a more normal distribution and stabilize the variance. Unfortunately, statistical results from log transformed data are often misinterpreted as data within the arithmetic domain. OBJECTIVE… read more here.
Keywords: transformed data; log transformed; linear regression; log ... See more keywords
A Novel Mechanism for Fast Detection of Transformed Data Leakage
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2851228
Abstract: Data leakage is a growing insider threat in information security among organizations and individuals. A series of methods has been developed to address the problem of data leakage prevention (DLP). However, large amounts of unstructured… read more here.
Keywords: data leakage; mechanism fast; transformed data; novel mechanism ... See more keywords
Testing for the Rayleigh Distribution: A New Test with Comparisons to Tests for Exponentiality Based on Transformed Data
Sign Up to like & getrecommendations! Published in 2022 at "Mathematics"
DOI: 10.3390/math10081316
Abstract: We propose a new goodness-of-fit test for the Rayleigh distribution which is based on a distributional fixed-point property of the Stein characterization. The limiting null distribution of the test is derived and the consistency against… read more here.
Keywords: rayleigh distribution; based transformed; transformed data; test ... See more keywords