An automatic model building for screening functional foods with GP

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@InProceedings{Yamamori:2009:ICCAS-SICE,
  author =       "Kunihito Yamamori and Ikuo Yoshihara and 
                 Mayumi Kamiguchi and Kazuo Nishiyama",
  title =        "An automatic model building for screening functional
                 foods with GP",
  booktitle =    "International Joint Conference ICROS-SICE, 2009",
  year =         "2009",
  pages =        "3679--3684",
  address =      "Fukuoka International Conference Center, Japan",
  month =        "18-21 " # aug,
  keywords =     "genetic algorithms, genetic programming,
                 antiangiogenic activity estimation, automatic model
                 building, cancer prevention, functional food screening,
                 multidimensional regression analysis, physiological
                 activity estimation, cancer, food technology, health
                 care, physiology, proteins",
  isbn13 =       "978-4-907764-34-0",
  URL =          "http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5334772",
  abstract =     "Health and disease are one of the most important
                 issues for us. Especially, cancer is the most serious
                 problem in recent decades. Some researchers focus on
                 functional foods that have good effect for human body
                 to prevent cancer. However, there are various kinds of
                 foods in the world, and to develop a high-throughput
                 screening method is anticipated. In this paper, we
                 propose a method to estimate physiological activity of
                 foods from protein expression levels by genetic
                 programming when the constituent of foods is given to
                 cells. Case studies show that our method improved
                 accuracy to estimate anti-angiogenic activity than that
                 by multidimensional regression analysis.",
  notes =        "Conf name also give as ICCAS-SICE 2009. Fac. of Eng.,
                 Univ. of Miyazaki, Miyazaki, Japan. Also known as
                 \cite{5334772}",
}

Genetic Programming entries for Kunihito Yamamori Ikuo Yoshihara Mayumi Kamiguchi Kazuo Nishiyama

Citations