Evaluation of Objective Features for Classification of Clinical Depression in Speech by Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InCollection{Torres:2006:WSC,
  author =       "Juan Torres and Ashraf Saad and Elliot Moore",
  title =        "Evaluation of Objective Features for Classification of
                 Clinical Depression in Speech by Genetic Programming",
  booktitle =    "Soft Computing in Industrial Applications",
  publisher =    "Springer",
  year =         "2006",
  editor =       "Ashraf Saad and Erel Avineri and Keshav Dahal and 
                 Muhammad Sarfraz and Rajkumar Roy",
  volume =       "39",
  series =       "Advances in Soft Computing",
  pages =        "132--143",
  month =        "18 " # sep # " - 6 " # oct,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.armstrong.edu/wsc11/pdf/pap119s2-file1.pdf",
  DOI =          "doi:10.1007/978-3-540-70706-6",
  abstract =     "This paper presents the results of applying a Genetic
                 Programming (GP) based feature selection algorithm to
                 find a small set of highly discriminating features for
                 the detection of clinical depression from a patient's
                 speech. While the performance of the GP-based
                 classifiers was not as good as hoped for, several
                 Bayesian classifiers were trained using the features
                 found via GP and it was determined that these features
                 do hold good discriminating power. The similarity of
                 the feature sets found using GP for different
                 observational groupings suggests that these features
                 are likely to generalize well and thus provide good
                 results with other clinical depression speech
                 databases.",
  notes =        "slides
                 http://www.cs.armstrong.edu/wsc11/slides/119.pdf

                 WSC11 2006 published 2007",
  size =         "12 pages",
}

Genetic Programming entries for Juan Torres Ashraf Saad Elliot Moore

Citations