Consequential innovations in nature-inspired intelligent computing techniques for biomarkers and potential therapeutics identification

K Sheikh, S Sayeed, A Asif, MF Siddiqui… - … computing techniques in …, 2022 - Springer
Computational biology has changed how healthcare systems and biomedical engineering
work. Nature-inspired intelligent computing (NIIC) approaches in predicting potential …

Leveraging healthcare system with nature-inspired computing techniques: an overview and future perspective

MF Siddiqui, A Alam, R Kalmatov, A Mouna… - Nature-Inspired …, 2022 - Springer
Nature-inspired computing (NIC) computer optimization algorithms are an emerging
approach that relies on the principles and inspiration of the biological development of nature …

Inference of gene regulatory networks based on the Light Gradient Boosting Machine

Z Du, X Zhong, F Wang, VN Uversky - Computational Biology and …, 2022 - Elsevier
Inference of gene regulatory networks (GRNs) is one of the major challenges in molecular
biology, understanding of which can reveal the regulatory relationship between transcription …

Optimizing multi-variable time series forecasting using metaheuristics

F Zito, V Cutello, M Pavone - Metaheuristics International Conference, 2022 - Springer
Multi-variable time series forecasting is one of several applications of machine learning.
Creating an artificial environment capable of replicating real-world behavior is useful for …

Perturbation and repository based diversified cuckoo search in reconstruction of gene regulatory network: A new cuckoo search approach

S Mitra, S Acharyya - Journal of Computational Science, 2022 - Elsevier
Cuckoo Search (CS), a population based meta-heuristic technique is motivated by the
breeding characteristics of cuckoos. The main disadvantage of CS is its local stagnation due …

Inferring Conditional Probability Distributions of Noisy Gene Expression from Limited Observations by Deep Learning

S Wang, S Capponi, S Bianco - GEN Biotechnology, 2022 - liebertpub.com
Biological systems are inherently noisy so that two genetically identical cells in the exact
same environment will sometimes behave in dramatically different ways. This imposes a big …

Intelligent framework with controlled behavior for gene regulatory network reconstruction

B Bansal, A Nanda, A Sahoo - International Journal of Information …, 2022 - igi-global.com
Abstract Gene Regulatory Networks (GRNs) are the pioneering methodology for finding new
gene interactions getting insights of the biological processes using time series gene …

Periodic synchronization of isolated network elements facilitates simulating and inferring gene regulatory networks including stochastic molecular kinetics

J Hettich, JCM Gebhardt - BMC bioinformatics, 2022 - Springer
Background The temporal progression of many fundamental processes in cells and
organisms, including homeostasis, differentiation and development, are governed by gene …

Web Analytics for Digital Marketing

SD Nethi, VR Moturu, KA Challa - Big Data Analytics, 2022 - taylorfrancis.com
Digitization practices all over the world have driven businesses to build, own, and maintain
user-friendly websites. All Fortune 500 firms operate websites for either transacting business …

Prediction of Marketing by the Consumer Analytics

CC Jayasundara - Big Data Analytics, 2022 - taylorfrancis.com
Consumer analytics is a vital part of the operation and marketing strategies of any business
today. We can gain an understanding of customer behaviour, customer demand, and very …