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