A Survey of Preprocessing Methods Used for Analysis of Big Data Originated From Smart Grids
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3157941
Abstract: In this paper, a brief survey of data preprocessing methods is presented. Specifically, the data preprocessing methods used in the smart grid (SG) domain are surveyed. Also, with the advent of SG, data collection on… read more here.
Keywords: analysis; survey; preprocessing methods; methods used ... See more keywords
Comparison of preprocessing methods and storage times for touch DNA samples
Sign Up to like & getrecommendations! Published in 2017 at "Croatian Medical Journal"
DOI: 10.3325/cmj.2017.58.4
Abstract: Aim To select appropriate preprocessing methods for different substrates by comparing the effects of four different preprocessing methods on touch DNA samples and to determine the effect of various storage times on the results of… read more here.
Keywords: dna samples; dna; storage times; preprocessing methods ... See more keywords
Towards Accurate Identification of Antibiotic-Resistant Pathogens through the Ensemble of Multiple Preprocessing Methods Based on MALDI-TOF Spectra
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Molecular Sciences"
DOI: 10.3390/ijms24020998
Abstract: Matrix-assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) has been used to identify microorganisms and predict antibiotic resistance. The preprocessing method for the MS spectrum is key to extracting critical information from complicated MS spectral… read more here.
Keywords: ensemble multiple; maldi tof; based maldi; multiple preprocessing ... See more keywords
A Comprehensive Evaluation of Metabolomics Data Preprocessing Methods for Deep Learning
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DOI: 10.3390/metabo12030202
Abstract: Machine learning has greatly advanced over the past decade, owing to advances in algorithmic innovations, hardware acceleration, and benchmark datasets to train on domains such as computer vision, natural-language processing, and more recently the life… read more here.
Keywords: comprehensive evaluation; metabolomics data; evaluation metabolomics; preprocessing methods ... See more keywords