Classification of Seafloor Habitats using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Sara Silva and Yao-Ting Tseng",
  title =        "Classification of Seafloor Habitats using Genetic
  booktitle =    "Late breaking paper at Genetic and Evolutionary
                 Computation Conference {(GECCO'2005)}",
  year =         "2005",
  month =        "25-29 " # jun,
  editor =       "Franz Rothlauf",
  address =      "Washington, D.C., USA",
  URL =          "",
  keywords =     "genetic algorithms, genetic programming",
  abstract =     "We use genetic programming for the classification of
                 different seafloor habitats, based on the acoustic
                 backscatter data from an echo sounder. By developing a
                 different fitness function and dividing the
                 multiple-class problem into several two-class problems,
                 we were able to improve the results presented in a
                 previously published work, providing a better
                 discrimination between most of the seafloor types used
                 in this study. We discuss the quality of these results
                 and provide ideas to further improve the classification
  notes =        "Distributed on CD-ROM at GECCO-2005",

Genetic Programming entries for Sara Silva Yao-Ting Tseng