VISUAL TOOLS IN ARTIFICIAL INTELLIGENCE. NEURAL NETWORKS FOR FUNCTIONS FITTING, CLUSTER DATA, CLASSIFY PATTERNS, AND TIME SERIES FORECASTING. Examples with Matlab
Questo ebook potrebbe non soddisfare gli standard di accessibilità e non essere pienamente compatibile con le tecnologie assistive.
This book delves into the visual tools for working with neural networks in Matlab, with a view to using them in Artificial Intelligence applications to extract the knowledge contained in the data.These tools provide a convenient way to access the capabilities of the toolbox for the following tasks: Function Fitting, Pattern Recognition, Data Clustering, Regression Models, and Time Series Analysis.
Dettagli
- Data di pubblicazione
- Aug 5, 2024
- Lingua
- English
- Categoria
- Computer & tecnologia
- Copyright
- Tutti i diritti riservati - Licenza di copyright standard
- Collaboratori
- Di (autore): Cesar Perez Lopez
Specifiche
- Formato
Parole chiave
MATLABARTIFICIAL INTELLIGENCENEURAL NETWORKSMULTILAYER PERCEPTRONSOM KOHONENCOMPETITIVE NETWORKSSELF ORGANIZING MAP NETWORKSPATTERN RECOGNITIONAUTOENCODERSFUNCTION FITTING NETWORKSCLUSTERING NETWORKSTIME SERIES NETWORKSREGRESSION NETWORKSKOHONENSOMPATTERN RECOGNITION NETWORKSHOLFIELD NETWORKSRADIAL BASIS NETWORKS