Application of a GA/bayesian filter-wrapper feature selection method to classification of clinical depression from speech data

Advances in Soft Computing

Volumn 39, Issue , 2007, Pages 115-121

  Torres, Juan ^a   Saad, Ashraf ^b   Moore, Elliot ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b Armstrong State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 55349133261     PISSN: 16153871     EISSN: 18600794     Source Type: Book Series    
DOI: 10.1007/978-3-540-70706-6_11     Document Type: Article

References (7)

1. Torres, J., Saad, A., Moore, E.: Evaluation of objective features for classification of clinical depression in speech by genetic programming. In: WSC11: 11th Online World Conference on Soft Computing in Industrial Applications. (September 2006)
2. Moore, E., Clements, M., Peifer, J., Weisser, L.: Comparing objective feature statistics of speech for classifying clinical depression. In: Proc., 26th IEEE Conf. Eng. in Medicine and Biology. Volume 1., San Francisco, CA (2004) 17-20
3. Moore, E., Clements, M., Peifer, J., Weisser, L.: Analysis of prosodic variation in speech for clinical depression. In: Proc., 25th IEEE Conf. Eng. in Medicine and Biology. Volume 3., Cancún, México (2003) 2925-2928
4. Van Dijck, G., Van Hulle, M., Wevers, M.: Genetic algorithm for feature subset selection with exploitation of feature correlations from continuous wavelet transform: A real-case application. In: International Conference on Computational Intelligence, Istanbul, Turkey (2004) 34-38
5. Duda, R., Hart, P., Stork, D.: Pattern Classification. Wiley, New York, NY (2001)
6. Tourassi, G., Frederick, E., Markey, M., Floyd, C.: Application of the mutual information criterion for feature selection in computer-aided diagnosis. Medical Physics 28(12) (2001) 2394-402
7. Amor, H.B., Rettinger, A.: Intelligent exploration for genetic algorithms: Using self-organizing maps in evolutionary computation. In: GECCO Genetic and Evolutionary Computation Conference, Washington, DC, USA (June 2005) 1531-1538