Classification of Seafloor Habitats using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Silva:gecco05lbp,

• author = "Sara Silva and Yao-Ting Tseng",
• title = "Classification of Seafloor Habitats using Genetic Programming",
• 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 = "http://gpbib.cs.ucl.ac.uk/gecco2005lbp/papers/79-silva.pdf",
• 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 performance",
• notes = "Distributed on CD-ROM at GECCO-2005",

}

Genetic Programming entries for Sara Silva Yao-Ting Tseng

Citations