Assessing Gait Patterns of Healthy Adults Climbing Stairs Employing Machine Learning Techniques
- Author
- CHAN, Herman1 ; MINGJING YANG1 ; HAIYING WANG1 ; HUIRU ZHENG1 ; MCCLEAN, Sally1 ; STERRITT, Roy1 ; MAYAGOITIA, Ruth E2
[1] Faculty of Computing and Engineering, University of Ulster, Belfast BT15 1 ED, United Kingdom
[2] Division of Health and Social Care Research, King's College London, London SE1 3QD, United Kingdom - Issue title
- Recent Advances in Intelligent Techniques
- Author (monograph)
- LI, Yongmin (Editor)1 ; XIONG, Ning (Editor)2 ; WANG, Haiying (Editor)3 ; WANG, Lipo (Editor)4
[1] School of Information systems, Computing and Mathematics Brunel University, United Kingdom
[2] School of Innovation, Design and Engineering Mälardalen University, Sweden
[3] School of Computing and Mathematics, University of Ulster, United Kingdom
[4] School of Electrical and Electronic Engineering Nanyang Technological University, Singapore - Source
International journal of intelligent systems. 2013, Vol 28, Num 3, pp 257-270, 14 p ; ref : 29 ref
- CODEN
- IJISED
- ISSN
- 0884-8173
- Scientific domain
- Computer science
- Publisher
- Wiley, Hoboken, NJ
- Publication country
- United States
- Document type
- Article
- Language
- English
- Keyword (fr)
- Accéléromètre Allure Boucle anticipation Classification à vaste marge Comportement grimpeur Corrélation Critère sélection Décision Bayes Estimation mouvement Extraction forme Intelligence artificielle Marche à pied Modélisation Méthode séquentielle Personne âgée Posture Prévention Réseau multicouche Réseau neuronal Forêts aléatoires Locomotion avec jambes Perceptron multicouche Homme
- Keyword (en)
- Accelerometer Gait Feedforward Vector support machine Climbing behavior Correlation Selection criterion Bayes decision Motion estimation Pattern extraction Artificial intelligence Walking Modeling Sequential method Elderly Posture Prevention Multilayer network Neural network Random decision forests Legged locomotion Multilayer perceptrons Human
- Keyword (es)
- Acelerómetro Marcha Ciclo anticipación Máquina ejemplo soporte Comportamiento trepador Correlación Criterio selección Decisión Bayes Estimación movimiento Extracción forma Inteligencia artificial Caminata Modelización Método secuencial Anciano Postura Prevención Red multinivel Red neuronal Bosque aleatorio Locomoción de piernas Perceptrón multicapa Hombre
- Classification
- Pascal
- 001 Exact sciences and technology / 001B Physics / 001B00 General / 001B00F Metrology, measurements and laboratory procedures / 001B00F30 Measurements common to several branches of physics and astronomy / 001B00F30G Velocity, acceleration and rotation
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C03 Pattern recognition. Digital image processing. Computational geometry
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems Metrology
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 27283769
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1002/int.21568 
https://dx.doi.org/10.1002/int.21568
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