GitHub

Kernel Local Fisher Discriminant Analysis of Principal Components (KLFDAPC) for large genomic data

R CMD build KLFDAPC R CMD check --as-cran KLFDAPC_0.1.0.tar.gz R CMD INSTALL KLFDAPC_0.1.0.tar.gz Before install or during installation, make sure the below ...
IEEE

Feature Selection for RF Fingerprinting With Multiple Discriminant Analysis and Using ZigBee Device Emissions

Abstract: The proliferation of low-cost IEEE 802.15.4 ZigBee wireless devices in critical infrastructure applications presents security challenges. Network security commonly relies on bit-level ...
GitHub

Fortran Statistics and Machine Learning

FSML (Fortran Statistics and Machine Learning) is a scientific toolkit consisting of common statistical and machine learning procedures, including basic statistics (e.g., mean, variance, correlation), ...
C&EN

Reaction Coordinates for Conformational Transitions Using Linear Discriminant Analysis on Positions

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. In this work, we demonstrate that Linear Discriminant Analysis (LDA) applied to atomic ...
Frontiers

Increasing objectivity associated with anadromous fish redd identification using a discriminant function analysis

Many fish species reproduce by creating nests (redds) in alluvial stream gravels, which can be used to track population trends. However, temporal and spatial overlap across multiple redd-building ...
Frontiers

Review of Variable Selection Methods for Discriminant-Type Problems in Chemometrics

Discriminant-type analyses arise from the need to classify samples based on their measured characteristics (variables), usually with respect to some observable property. In the case of samples that ...
Scientific Research Publishing

Well-Being of Retirees in Abu Dhabi—A Discriminant Analysis of the Happy and the Not-So-Happy Groups ()

Department of Community Development, Abu Dhabi, UAE. In the Emirate of Abu Dhabi, United Arab Emirates (UAE), retirement-related topics have not been extensively studied. This brief research attempts ...
C&EN

Complex Chemical Data Classification and Discrimination Using Locality Preserving Partial Least Squares Discriminant Analysis

Partial least squares discriminant analysis (PLS-DA) is a well-known technique for feature extraction and discriminant analysis in chemometrics. Despite its popularity, it has been observed that ...