Bioinformatics Applications Based On Machine Learning
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| Autore: |
Chamoso Pablo
|
| Titolo: |
Bioinformatics Applications Based On Machine Learning
|
| Pubblicazione: | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica: | 1 electronic resource (206 p.) |
| Soggetto topico: | Technology: general issues |
| Soggetto non controllato: | machine learning |
| metagenomics | |
| bioinformatics | |
| CTX-M | |
| data mining | |
| cluster | |
| clinical implications | |
| diabetes | |
| epidemiology | |
| forecast | |
| PART | |
| Decision table | |
| Weka | |
| real-life patients | |
| regression | |
| ear detection | |
| computer vision | |
| convolutional neural network | |
| image recognition | |
| video analysis | |
| gene clustering | |
| swarm intelligence | |
| biological functions detection | |
| informative genes | |
| fuel cell | |
| hydrogen energy | |
| intelligent systems | |
| hybrid systems | |
| Artificial Neural Networks | |
| power management | |
| Machine Learning | |
| personality assessment | |
| gradient boosting | |
| Affective Computing | |
| transposable elements | |
| metrics | |
| deep learning | |
| detection | |
| classification | |
| mitochondrial protein | |
| bi-directional LSTM | |
| plasmodium falciparum | |
| Particle Swarm Optimization | |
| Harmony Search | |
| parameter estimation | |
| Arabidopsis thaliana | |
| clinical data | |
| feature selection | |
| genetic programming | |
| evolutionary computation | |
| dynamic models | |
| evolutionary computing | |
| derivative-free optimization | |
| metabolism | |
| glycolysis | |
| yeast | |
| Persona (resp. second.): | RodriguezSara |
| MohamadMohd | |
| González-BrionesAlfonso | |
| ChamosoPablo | |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Bioinformatics Applications Based On Machine Learning |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910674055503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |