A QA-TSK fuzzy model vs evolutionary decision trees towards nonlinear action pattern recognition

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  author =       "Theodoros Theodoridis and Alexandros Agapitos and 
                 Huosheng Hu",
  title =        "A QA-TSK fuzzy model vs evolutionary decision trees
                 towards nonlinear action pattern recognition",
  booktitle =    "Proceedings of the 2010 IEEE International Conference
                 on Information and Automation",
  year =         "2010",
  pages =        "1813--1818",
  address =      "Harbin, China",
  month =        jun # " 20-23",
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, QA-TSK fuzzy
                 model, activity recognition statistics, dimensionality
                 reduction preprocessing, evolutionary decision trees,
                 fuzzy quadruple TSK model, nonlinear action pattern
                 recognition, statistical features, ubiquitous 3D marker
                 based tracker, decision trees, fuzzy set theory,
                 pattern recognition, statistical analysis",
  DOI =          "doi:10.1109/ICINFA.2010.5512225",
  abstract =     "A comparison among three linear methodologies, a novel
                 auto-adjusted fuzzy quadruple TSK model (QA-TSK) and
                 two evolutionary decision tree representations, is
                 presented. The three architectures make use of a vast
                 number of primitives to reconfigure and evolve their
                 internal structures of the classifier models so that to
                 discriminate among spatial physical activities. Such
                 primitives like statistical features employ a twofold
                 role, initially to model the data set in a
                 dimensionality reduction preprocessing and finally to
                 exploit these attributes to recognise pattern actions.
                 The performance statistics are used for remote
                 surveillance within a smart environment incorporating
                 an ubiquitous 3D marker based tracker which acquires
                 the time series data streams, whereas activity
                 recognition statistics are being generated through an
                 off-line process.",
  notes =        "Also known as \cite{5512225}",

Genetic Programming entries for Theodoros Theodoridis Alexandros Agapitos Huosheng Hu