Signal Classification: Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification - Softcover
Synopsis
In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree.
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Signal Classification
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LAP LAMBERT Academic Publishing Dez 2019, 2019
ISBN 10: 6200498903
ISBN 13: 9786200498908
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree. 168 pp. Englisch. Seller Inventory # 9786200498908
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Signal Classification
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ISBN 10: 6200498903
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Yaman EmineEmine Yaman received the BS,MS and PhD degree in Medical Informatics and Computer Science from Vienna University of Technology, Austria.Her areas of interests are data mining, biomedical signal processing, artificial intel. Seller Inventory # 385892405
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Signal Classification
Published by
LAP LAMBERT Academic Publishing Dez 2019, 2019
ISBN 10: 6200498903
ISBN 13: 9786200498908
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Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. Neuware -In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree.Books on Demand GmbH, Überseering 33, 22297 Hamburg 168 pp. Englisch. Seller Inventory # 9786200498908
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Signal Classification : Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification
Published by
LAP LAMBERT Academic Publishing, 2019
ISBN 10: 6200498903
ISBN 13: 9786200498908
New
Taschenbuch
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - In this study the EMG data that are collected from 25 subjects were analyzed. Two separate groups of myopathy and ALS patients and a control group are the participants of the research. Both females and males are included in the all groups. We preprocessed the EMG signals and used autoregressive method (AR) and discrete wavelet method (DWT) for feature extraction. Features are applied to various classification algorithms, namely Multilayer perceptron, C 4,5, CART, K-NN, Random forest tree. Seller Inventory # 9786200498908
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Signal Classification: Comparison of Different Feature Extraction and Machine Learning Algorithms for EMG Signal Classification
Published by
LAP LAMBERT Academic Publishing, 2019
ISBN 10: 6200498903
ISBN 13: 9786200498908
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