On processing extreme data

D Petcu, G Iuhasz, D Pop, D Talia, J Carretero… - … Computing: Practice and …, 2015 - scpe.org
… inherited from Big Data, we consider relevant for extreme data a fourth dimension, Value. …
for programming extreme data mining applications and extracting value from extreme data. The …

Processing data for outliers

WJ Dixon - Biometrics, 1953 - JSTOR
… test on the set of observations we are processing. If a significant ratio is obtained we declare
the extreme … Depending on the practical situation we then declare the extreme individual a "…

Extreme learning machines on high dimensional and large data applications: a survey

J Cao, Z Lin - Mathematical Problems in Engineering, 2015 - Wiley Online Library
… networks is developed for big data processing. In this section, we aim to provide an up-to-date
review on the high dimensional and large data processing with the ELM based approach. …

The SuperMAG data processing technique

JW Gjerloev - Journal of Geophysical Research: Space Physics, 2012 - Wiley Online Library
… [1] In this paper I outline the data processing technique which is … Easy access to data, plots
and derived products maximizes the … Based on this typical example I conclude that for ground …

[PDF][PDF] Data processing, evaluation and analysis

CHR Heip, PMJ Herman, KER Soetaert - Introduction to the Study of …, 1988 - pure.knaw.nl
… The processing of these data is possible on different levels of sophistication and requires
the use of tools varying from pencil and paper to a mini computer. However, some "number …

Extreme value statistics for novelty detection in biomedical data processing

SJ Roberts - IEE Proceedings-Science, Measurement and …, 2000 - IET
… are outside our expected data extremes for outlier detection, or for rejecting classification
or regression on data which lies far from the expected statistics of some training data set. EVT …

Evaluating the necessity of post-processing techniques on d4PDF data for extreme climate assessment

L Maneechot, YJ Wong, S Try, Y Shimizu… - … Science and Pollution …, 2023 - Springer
… The findings of the study provided novel insights on the importance of proper post-processing
techniques for improving the robustness of d4PDF in climate change impacts assessment. …

Extreme Ultraviolet Variability Experiment (EVE) on the Solar Dynamics Observatory (SDO): Overview of science objectives, instrument design, data products, and …

TN Woods, FG Eparvier, R Hock, AR Jones… - The solar dynamics …, 2012 - Springer
… The following sections describe the EVE data-processing system and data … for data collected
on the spacecraft to reach the science-processing operations center before any processing

[BOOK][B] A new method of analyzing extreme-value data

J Lieblein - 1954 - books.google.com
… This necessity of avoiding preliminary processing imposes a disadvantage on the proposed
on the other hand, is not applicable with grouped data each observation must be treated on

[HTML][HTML] The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia

A Clarke, D Yates, C Blanchard, MZ Islam… - … and Electronics in …, 2024 - Elsevier
… Using the SunRice data, two dataset construction methods were implemented to evaluate …
data pre-processing on model accuracy. The first dataset construction method was based on