Art

J-GLOBAL ID：201802231296634767   Reference number：18A2206729

Hybrid Prediction of the Appearance of Monkeys using Markov Chain Model and Support Vector Machine

マルコフチェインモデルとSupport Vector Machineを用いた猿のハイブリッド型出現予測

Author (4)： NAKAI KAZUFUMI (静岡大 大学院) ,  NAKAI KAZUFUMI (鳥羽商船高専) ,  EZAKI NOBUO (鳥羽商船高専) ,  SUGIURA AKIHIKO (静岡大 大学院)
Material： システム制御情報学会論文誌  (Transactions of the Institute of Systems, Control and Information Engineers)
Volume： 31  Issue： 12  Page： 437-445  Publication year： Dec. 2018 
JST Material Number： L0070A  ISSN： 1342-5668  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *model ,  *support vector machine ,  *monkey and ape ,  *hybrid system (method) ,  *forecast ,  damage (loss) ,  transfer ,  transition probability ,  *action anticipation ,  agricultural damage
Semi thesaurus term： *markov chain model ,  state transition

JST classification (1)： System identification  (IA02040O)

Reference (19)：

• [1] N. Yamabata: Mitigate effect on damage to food crops achieved by collaboration of a whole village for chase-off of monkeys verification in 6 area of Mie prefecture; Journal of Rural Planning Association, Vol.28, pp. 273-278 (2010)
• [2] K. Nakai, N. Ezaki and A. Sugiura: Prediction of the appearance of monkeys based on environmental conditions; IEEJ Transactions on Electrical and Electronic Engineering, Vol. 12, No. 1, pp. 132-139 (2017)
• [3] N. Nakagawa: Quantified food lists of the Japanese monkeys in Kinkazan island; Primate Research, Vol.13, No.1, pp. 73-89 (1997)
• [4] M. Fukaya, T. Iwamoto and S. Ito: Feeding selectivity of Japanese macaques on plant species and vegetation types; Primate Research, Vol. 18, No. 2, pp. 203-213 (2002)
• [5] H. Enari, H. Matsuno and N. Maruyama: Food selection of wild Japanese monkeys (macaca fuscata) utilizing farmland in the northeastern Shirakami mountains; Wildlife Conservation Japan, Vol. 9, No. 2, pp. 77-92 (2005)

Terms in the title (3)： 猿 ,  ハイブリッド型 ,  予測