Mechanical Attributes for Modeling and Classification of Physical Activities

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  author =       "Theodoros Theodoridis and Alexandros Agapitos and 
                 Huosheng Hu and Simon M. Lucas",
  title =        "Mechanical Attributes for Modeling and Classification
                 of Physical Activities",
  booktitle =    "2009 IEEE International Conference on Information and
                 Automation (ICIA-2009)",
  year =         "2009",
  pages =        "528--533",
  address =      "Zhuhai, Macau, China",
  month =        jun # " 22-24",
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-1-4244-3608-8",
  DOI =          "doi:10.1109/ICINFA.2009.5204980",
  abstract =     "A rigorous investigation on the synergy of mechanical
                 attributes to engineer tactics for measuring human
                 activity in terms of forces, as well as to provide
                 independency and discrimination clarity of action
                 recognition using linear and non-linear classification
                 methodologies from data mining and evolutionary
                 computation, are the main objectives where this paper
                 focuses on. Mechanical analysis is employed to
                 mathematically describe and model human movement by
                 using a number of mechanical features inspired mainly
                 from Kinematics Dynamics. Such features employ a
                 twofold role on the descriptive analysis of an
                 activity, initially to provide statistics regarding
                 inertial expressions, probable hazard levels,
                 body-status of energy loss, and finally to exploit
                 these attributes by decomposing the 3D time series data
                 for pattern recognition in terms of actions and
                 behaviours. The performance statistics are being used
                 by a mobile robot for remote surveillance within a
                 smart environment.",
  notes =        "INSPEC Accession Number: 10837574",

Genetic Programming entries for Theodoros Theodoridis Alexandros Agapitos Huosheng Hu Simon M Lucas