Mitigating the multicollinearity problem and its machine learning approach: a review

JYL Chan, SMH Leow, KT Bea, WK Cheng… - Mathematics, 2022 - mdpi.com
Technologies have driven big data collection across many fields, such as genomics and
business intelligence. This results in a significant increase in variables and data points …

Supervised machine learning tools: a tutorial for clinicians

LL Vercio, K Amador, JJ Bannister… - Journal of Neural …, 2020 - iopscience.iop.org
In an increasingly data-driven world, artificial intelligence is expected to be a key tool for
converting big data into tangible benefits and the healthcare domain is no exception to this …

[图书][B] Experimental design and data analysis for biologists

GP Quinn, MJ Keough - 2002 - books.google.com
Publisher Description (unedited publisher data) An essential textbook for any student or
researcher in biology needing to design experiments, sampling programs or analyse the …

An overview of techniques for dealing with large numbers of independent variables in epidemiologic studies

IR Dohoo, C Ducrot, C Fourichon, A Donald… - Preventive veterinary …, 1997 - Elsevier
Many studies of health and production problems in livestock involve the simultaneous
evaluation of large numbers of risk factors. These analyses may be complicated by a …

Department conditions and practices associated with faculty workload satisfaction and perceptions of equity

KA O'Meara, CJ Lennartz, A Kuvaeva… - The Journal of Higher …, 2019 - Taylor & Francis
For decades, national surveys have shown faculty report high levels of dissatisfaction with
the distribution of labor in their departments, especially women and underrepresented …

Relationship between body condition scores and conception at first artificial insemination in a large dairy herd of high yielding Holstein cows

JJ Domecq, AL Skidmore, JW Lloyd, JB Kaneene - Journal of dairy science, 1997 - Elsevier
This study investigated the relationship between changes in body condition during the dry
period and early lactation and conception to first postpartum AI. Holstein cows (n= 720) on a …

Relationship between body condition scores and milk yield in a large dairy herd of high yielding Holstein cows

JJ Domecq, AL Skidmore, JW Lloyd, JB Kaneene - Journal of dairy science, 1997 - Elsevier
This study investigated the relationship between body condition and milk yield of dairy cows.
Holstein cows (n= 779) on a commercial dairy farm were scored for body condition weekly …

Geospatial Modeling based-multi-criteria decision-making for flash flood susceptibility zonation in an arid area

M Shawky, QK Hassan - Remote Sensing, 2023 - mdpi.com
Identifying areas susceptible to flash flood hazards is essential to mitigating their negative
impacts, particularly in arid regions. For example, in southeastern Sinai, the Egyptian …

Methodological analysis of bioclimatic variable selection in species distribution modeling with application to agricultural pests (Metcalfa pruinosa and Spodoptera …

S Yoon, WH Lee - Computers and Electronics in Agriculture, 2021 - Elsevier
MaxEnt is a machine-learning-based species distribution modeling tool that is widely used
to evaluate the occurrence possibility of a species. The characteristics of the algorithm …

Anomaly-based detection of cyberattacks on line current differential relays

AM Saber, A Youssef, D Svetinovic… - … on Smart Grid, 2022 - ieeexplore.ieee.org
Currently, the architecture of Line Current Differential Relays (LCDRs) is designed to
respond to internal faults on the protected line using local and remotely-communicated …