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Dati bibliografici del miglior libro corrispondente
Electromyographic (EMG) signal analysis is the process of resolving a composite EMG signal into its constituent motor unit potential trains (classes) and it can be configured as a classification problem. An EMG signal detected by the tip of an inserted needle electrode is the superposition of the individual electrical contributions of the different motor units that are active, during a muscle contraction, and background interference.
This book addresses the process of EMG signal decomposition by developing an interactive classification system, which uses multiple classifier fusion techniques in order to achieve improved classification performance. The developed system combines heterogeneous sets of base classifier ensembles of different kinds and employs both a one level classifier fusion scheme and a hybrid classifier fusion approach. Performance of the developed system was evaluated using synthetic simulated signals of known properties and real signals and compared with the performance of the constituent base classifiers.
This book is directed toward graduate students and researchers in the area of electromyography and professionals in electromyography clinics.
Informazioni dettagliate del libro - Diversity-Based Hybrid Classifier Fusion
EAN (ISBN-13): 9783836435338 ISBN (ISBN-10): 3836435330 Copertina flessibile Anno di pubblicazione: 2008 Editore: VDM Verlag 216 Pagine Peso: 0,418 kg Lingua: eng/Englisch
Libro nella banca dati dal 2009-01-29T07:42:03+01:00 (Rome) Pagina di dettaglio ultima modifica in 2021-12-31T00:48:11+01:00 (Rome) ISBN/EAN: 9783836435338
ISBN - Stili di scrittura alternativi: 3-8364-3533-0, 978-3-8364-3533-8 Stili di scrittura alternativi e concetti di ricerca simili: Titolo del libro: fusion, hybrid
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