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Bioinformatics Applications Based On Machine Learning

The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the...

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Bibliographic Details
Main Author: Chamoso, Pablo
Other Authors: Rodriguez, Sara, Mohamad, Mohd, González-Briones, Alfonso
Format: eBook
Language:English
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:
Machine Learning
Data Mining
Forecast
Personality Assessment
Evolutionary Computation
Artificial Neural Networks
Decision Table
Hybrid Systems
Feature Selection
Metagenomics
Deep Learning
Ear Detection
Fuel Cell
Bioinformatics
Yeast
Biological Functions Detection
Plasmodium Falciparum
Transposable Elements
Swarm Intelligence
Particle Swarm Optimization
Real-life Patients
Power Management
Metrics
Technology: General Issues / Bicssc
Cluster
Clinical Data
Image Recognition
Parameter Estimation
Gradient Boosting
Arabidopsis Thaliana
Bi-directional Lstm
Video Analysis
Glycolysis
Regression
Diabetes
Evolutionary Computing
Clinical Implications
Mitochondrial Protein
Gene Clustering
Computer Vision
Affective Computing
Weka
Detection
Classification
Part
Ctx-m
Intelligent Systems
Harmony Search
Genetic Programming
Metabolism
Hydrogen Energy
Convolutional Neural Network
Epidemiology
Informative Genes
Dynamic Models
Derivative-free Optimization
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the bioinformatics sector: from new applications created from the adaptation and application of existing techniques to the creation of new methodologies to solve existing problems.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (206 p.)
ISBN:9783036507613
9783036507606
books978-3-0365-0761-3

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