Computational Intelligence for Genomics Data

Babita Pandey

ISBN 10: 0443300801 / ISBN 13: 9780443300806

Verlag: Elsevier Science Publishing Co Inc Jan 2025, 2025

Beschreibung

Neuware - Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and simulations on MATLAB and Python for larger prediction models and explores the possibilities of software and hardware-based applications and devices for genomic disease prediction. With the inclusion of important case studies and examples, this book will be a helpful resource for researchers, graduate students, and professional engineers. Bestandsnummer des Verkäufers 9780443300806

Bibliografische Details

Titel: Computational Intelligence for Genomics Data

Verlag: Elsevier Science Publishing Co Inc Jan 2025

Erscheinungsdatum: 2025

Einband: Taschenbuch

Zustand: Neu