A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease

J Liang, Z Hu, Y Bi, H Cheng, K Yu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Biological markers (ie, biomarkers) is the key to predicting disease states and revealing the
molecular mechanisms in precision medicine of complex disease (eg, cancer). With the …

Combinatorial auction-based fog service allocation mechanism for IoT applications

A Bandyopadhyay, TS Roy, V Sarkar… - 2020 10th International …, 2020 - ieeexplore.ieee.org
The resource allocation and pricing mechanism in fog computing is a reputed problem in the
last two decades. The fog service provider plays a major significant role in providing …

Identification of gene signatures from RNA-seq data using Pareto-optimal cluster algorithm

S Mallik, Z Zhao - BMC systems biology, 2018 - Springer
Background Gene signatures are important to represent the molecular changes in the
disease genomes or the cells in specific conditions, and have been often used to separate …

Multi-objective optimized fuzzy clustering for detecting cell clusters from single-cell expression profiles

S Mallik, Z Zhao - Genes, 2019 - mdpi.com
Rapid advance in single-cell RNA sequencing (scRNA-seq) allows measurement of the
expression of genes at single-cell resolution in complex disease or tissue. While many …

Multi-objective optimization tuning framework for kinetic parameter selection and estimation

Y Boada, J Picó, A Vignoni - … Methods for Estimating the Kinetic Parameters …, 2021 - Springer
Semi-mechanistic kinetic (ie, dynamic) models based on first principles are particularly
relevant in biology, as they can explain and predict functional behavior that arises from …