A survey on addressing high-class imbalance in big data
In a majority–minority classification problem, class imbalance in the dataset (s) can
dramatically skew the performance of classifiers, introducing a prediction bias for the …
dramatically skew the performance of classifiers, introducing a prediction bias for the …
Phylogenetic tree building in the genomic age
Knowing phylogenetic relationships among species is fundamental for many studies in
biology. An accurate phylogenetic tree underpins our understanding of the major transitions …
biology. An accurate phylogenetic tree underpins our understanding of the major transitions …
Protein complex prediction with AlphaFold-Multimer
While the vast majority of well-structured single protein chains can now be predicted to high
accuracy due to the recent AlphaFold model, the prediction of multi-chain protein complexes …
accuracy due to the recent AlphaFold model, the prediction of multi-chain protein complexes …
Computed structures of core eukaryotic protein complexes
INTRODUCTION Protein-protein interactions play critical roles in biology, but the structures
of many eukaryotic protein complexes are unknown, and there are likely many interactions …
of many eukaryotic protein complexes are unknown, and there are likely many interactions …
OrthoFinder: solving fundamental biases in whole genome comparisons dramatically improves orthogroup inference accuracy
Identifying homology relationships between sequences is fundamental to biological
research. Here we provide a novel orthogroup inference algorithm called OrthoFinder that …
research. Here we provide a novel orthogroup inference algorithm called OrthoFinder that …
Genomic Analysis of the Necrotrophic Fungal Pathogens Sclerotinia sclerotiorum and Botrytis cinerea
Sclerotinia sclerotiorum and Botrytis cinerea are closely related necrotrophic plant
pathogenic fungi notable for their wide host ranges and environmental persistence. These …
pathogenic fungi notable for their wide host ranges and environmental persistence. These …
Proteinortho: Detection of (Co-)orthologs in large-scale analysis
Background Orthology analysis is an important part of data analysis in many areas of
bioinformatics such as comparative genomics and molecular phylogenetics. The ever …
bioinformatics such as comparative genomics and molecular phylogenetics. The ever …
Protein interaction networks revealed by proteome coevolution
Residue-residue coevolution has been observed across a number of protein-protein
interfaces, but the extent of residue coevolution between protein families on the whole …
interfaces, but the extent of residue coevolution between protein families on the whole …
Protein interactions in human pathogens revealed through deep learning
Identification of bacterial protein–protein interactions and predicting the structures of these
complexes could aid in the understanding of pathogenicity mechanisms and develo** …
complexes could aid in the understanding of pathogenicity mechanisms and develo** …
Why highly expressed proteins evolve slowly
Much recent work has explored molecular and population-genetic constraints on the rate of
protein sequence evolution. The best predictor of evolutionary rate is expression level, for …
protein sequence evolution. The best predictor of evolutionary rate is expression level, for …