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An algorithm evaluation for discovering classification rules with gene expression programming [PDF]

International Journal of Computational Intelligence Systems, 2016
In recent years, evolutionary algorithms have been used for classification tasks. However, only a limited number of comparisons exist between classification genetic rule-based systems and gene expression programming rule-based systems.
Alain Guerrero-Enamorado, Carlos Morell, Amin Y. Noaman, Sebastián Ventura   +3 more
doaj   +2 more sources

Gene Evaluation Algorithm for Reconfiguration of Medium and Large Size Photovoltaic Arrays Exhibiting Non-Uniform Aging [PDF]

Energies, 2020
Aging is known to exert various non-uniform effects on photovoltaic (PV) modules within a PV array that consequently can result in non-uniform operational parameters affecting the individual PV modules, leading to a variable power output of the overall ...
Mohammed Alkahtani, Yihua Hu, Zuyu Wu, Colin Sokol Kuka, Muflih S. Alhammad, Chen Zhang   +5 more
doaj   +2 more sources

Research on manufacturing quality improvement based on product gene evaluation method and a meta-heuristic algorithm with hybrid encoding scheme

Advances in Mechanical Engineering
Product manufacturing quality is influenced by various factors of the production process, so the key to improve product manufacturing quality is improving the combination of the relevant parameters and processing methods in the manufacturing process ...
Wenxiang Xu, Chao Wang, Shimin Xu, Junyong Liang, Dezheng Liu, Baigang Du   +5 more
doaj   +2 more sources

Evaluating the reproducibility of single-cell gene regulatory network inference algorithms [PDF]

Frontiers in Genetics, 2020
AbstractNetworks are powerful tools to represent and investigate biological systems. The development of algorithms inferring regulatory interactions from functional genomics data has been an active area of research. With the advent of single-cell RNA-seq data (scRNA-seq), numerous methods specifically designed to take advantage of single-cell datasets ...
Yoonjee Kang, Denis Thieffry, Laura Cantini   +2 more
openaire   +3 more sources

An Experimental Investigation on Output Power Enhancement With Offline Reconfiguration for Non-Uniform Aging Photovoltaic Array to Maximise Economic Benefit

IEEE Access, 2021
There are several non-uniform effects on photovoltaic (PV) modules related to aging in a PV array. These subsequently bring about non-uniform operating parameters with individual PV modules, causing a variance in the PV array performance.
Mohammed Alkahtani, Jiafeng Zhou, Yihua Hu, Fahad Alkasmoul, Zeryab Hassan Kiani, Colin Sokol Kuka   +5 more
doaj   +1 more source

Evaluation of clustering algorithms for gene expression data [PDF]

BMC Bioinformatics, 2006
Cluster analysis is an integral part of high dimensional data analysis. In the context of large scale gene expression data, a filtered set of genes are grouped together according to their expression profiles using one of numerous clustering algorithms that exist in the statistics and machine learning literature.
Datta Somnath, Datta Susmita
openaire   +3 more sources

Review and assessment of Boolean approaches for inference of gene regulatory networks

Heliyon, 2022
Boolean descriptions of gene regulatory networks can provide an insight into interactions between genes. Boolean networks hold predictive power, are easy to understand, and can be used to simulate the observed networks in different scenarios.We review ...
Žiga Pušnik, Miha Mraz, Nikolaj Zimic, Miha Moškon   +3 more
doaj   +1 more source

Investigating Fourteen Countries to Maximum the Economy Benefit by Using Offline Reconfiguration for Medium Scale PV Array Arrangements

Energies, 2020
Over the past few years, electricity demand has been on the rise. This has resulted in renewable energy resources being used rapidly, considering the shortage as well as the environmental impacts of fossil fuel.
Mohammed Alkahtani, Yihua Hu, Mohammed A Alghaseb, Khaled Elkhayat, Colin Sokol Kuka, Mohamed H Abdelhafez, Abdelhakim Mesloub   +6 more
doaj   +1 more source

A new hybrid algorithm for three-stage gene selection based on whale optimization

Scientific Reports, 2023
In biomedical data mining, the gene dimension is often much larger than the sample size. To solve this problem, we need to use a feature selection algorithm to select feature gene subsets with a strong correlation with phenotype to ensure the accuracy of
Junjian Liu, Chiwen Qu, Lupeng Zhang, Yifan Tang, Jinlong Li, Huicong Feng, Xiaomin Zeng, Xiaoning Peng   +7 more
doaj   +1 more source

Benchmarker: An Unbiased, Association-Data-Driven Strategy to Evaluate Gene Prioritization Algorithms [PDF]

The American Journal of Human Genetics, 2018
Genome-wide association studies (GWAS) are valuable for understanding human biology, but associated loci typically contain multiple associated variants and genes. Thus, algorithms that prioritize likely causal genes and variants for a given phenotype can provide biological interpretations of association data.
Fine, Rebecca S., Pers, Tune H., Amariuta, Tiffany, Raychaudhuri, Soumya, Hirschhorn, Joel N.   +4 more
openaire   +3 more sources