Mathematical Modelling and Machine Learning Methods for Bioinformatics and Data Science Applications

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Subjects: algorithm; alignment score; Alzheimer; bifurcation analysis; chest X-ray; convolutional neural networks; deep learning; El Paso-Juarez; episode matching; eye tracking; generative adversarial networks; herd behaviour; herd shape; Holling type II functional response; identification; image augmentation; linear functional response; machine learning; Mathematics and Science; neurological diseases; predator–prey model; Reference, Information and Interdisciplinary subjects; Research and information: general; semantic segmentation; semi-arid climate; sequence alignment; Til Making Test; trail making test; tropospheric ozone; visual sequential search test

Mathematical modeling is routinely used in physical and engineering sciences to help understand complex systems and optimize industrial processes. Mathematical modeling differs from Artificial Intelligence because it does not exclusively use the collected data to describe an industrial phenomenon or...