Synopsis
Rapid advancement in the field of Artificial Intelligence, to be more specific in Machine Learning and Nanotechnology, strengthens hopes to better understand human mind. Ubiquitous Computing helped in the creation of intelligent environments pervaded by these visible and invisible devices, which are affecting and improving all aspects of human life. So, as a consequence, smart environments work on the behalf of humans for ease of comfort. The aim of this work was to develop part of a ubiquitous care system to monitor elderly basic daily life activities; stand, sit, walk, lay and transitional activities. This book investigates the use of a wearable sensor to develop and evaluate the activity classification scheme with reliable accuracy in the real-world situations. A semi-supervised clustering model is presented which, unlike traditional clustering algorithms, require less labelled data to train the classifier. The core model for the clustering approach is a physical activity transition model that imitates different states of postures and transitions of human activity.
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Physical Activity Recognition Using Single Sensor: A Novel Approach
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LAP LAMBERT Academic Publishing Jul 2015, 2015
ISBN 10: 3659746592
ISBN 13: 9783659746598
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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 -Rapid advancement in the field of Artificial Intelligence, to be more specific in Machine Learning and Nanotechnology, strengthens hopes to better understand human mind. Ubiquitous Computing helped in the creation of intelligent environments pervaded by these visible and invisible devices, which are affecting and improving all aspects of human life. So, as a consequence, smart environments work on the behalf of humans for ease of comfort. The aim of this work was to develop part of a ubiquitous care system to monitor elderly basic daily life activities; stand, sit, walk, lay and transitional activities. This book investigates the use of a wearable sensor to develop and evaluate the activity classification scheme with reliable accuracy in the real-world situations. A semi-supervised clustering model is presented which, unlike traditional clustering algorithms, require less labelled data to train the classifier. The core model for the clustering approach is a physical activity transition model that imitates different states of postures and transitions of human activity. 120 pp. Englisch. Seller Inventory # 9783659746598
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Physical Activity Recognition Using Single Sensor: A Novel Approach
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LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659746592
ISBN 13: 9783659746598
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Ali HashimDr. Hashim Ali is a professional in Embedded Systems domain. He has more than 6 years of working experience in industry and academia. He has obtained his PhD degree in Computer Science in Feb,2015. His research interests li. Seller Inventory # 158224316
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Physical Activity Recognition Using Single Sensor: A Novel Approach
Published by
LAP LAMBERT Academic Publishing Jul 2015, 2015
ISBN 10: 3659746592
ISBN 13: 9783659746598
New
Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Rapid advancement in the field of Artificial Intelligence, to be more specific in Machine Learning and Nanotechnology, strengthens hopes to better understand human mind. Ubiquitous Computing helped in the creation of intelligent environments pervaded by these visible and invisible devices, which are affecting and improving all aspects of human life. So, as a consequence, smart environments work on the behalf of humans for ease of comfort. The aim of this work was to develop part of a ubiquitous care system to monitor elderly basic daily life activities; stand, sit, walk, lay and transitional activities. This book investigates the use of a wearable sensor to develop and evaluate the activity classification scheme with reliable accuracy in the real-world situations. A semi-supervised clustering model is presented which, unlike traditional clustering algorithms, require less labelled data to train the classifier. The core model for the clustering approach is a physical activity transition model that imitates different states of postures and transitions of human activity.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 120 pp. Englisch. Seller Inventory # 9783659746598
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Physical Activity Recognition Using Single Sensor: A Novel Approach
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659746592
ISBN 13: 9783659746598
New
Taschenbuch
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Rapid advancement in the field of Artificial Intelligence, to be more specific in Machine Learning and Nanotechnology, strengthens hopes to better understand human mind. Ubiquitous Computing helped in the creation of intelligent environments pervaded by these visible and invisible devices, which are affecting and improving all aspects of human life. So, as a consequence, smart environments work on the behalf of humans for ease of comfort. The aim of this work was to develop part of a ubiquitous care system to monitor elderly basic daily life activities; stand, sit, walk, lay and transitional activities. This book investigates the use of a wearable sensor to develop and evaluate the activity classification scheme with reliable accuracy in the real-world situations. A semi-supervised clustering model is presented which, unlike traditional clustering algorithms, require less labelled data to train the classifier. The core model for the clustering approach is a physical activity transition model that imitates different states of postures and transitions of human activity. Seller Inventory # 9783659746598
Seller Image
Physical Activity Recognition Using Single Sensor: A Novel Approach
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659746592
ISBN 13: 9783659746598
New
Taschenbuch
Seller: preigu, Osnabrück, Germany
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Taschenbuch. Condition: Neu. Physical Activity Recognition Using Single Sensor: A Novel Approach | Hashim Ali | Taschenbuch | 120 S. | Englisch | 2015 | LAP LAMBERT Academic Publishing | EAN 9783659746598 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 104349596