Effect of model formulation on the optimization of a genetic Takagi-Sugeno fuzzy system for fish habitat suitability evaluation期刊界 All Journals 搜尽天下杂志传播学术成果专业期刊搜索期刊信息化学术搜索

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Effect of model formulation on the optimization of a genetic Takagi-Sugeno fuzzy system for fish habitat suitability evaluation

Authors:	Shinji Fukuda Bernard De BaetsAns M Mouton Willem WaegemanJun Nakajima Takahiko MukaiKazuaki Hiramatsu Norio Onikura

Institution:	^a Institute of Tropical Agriculture, Kyushu University, 6-10-1 Hakozaki, Fukuoka 812-8581, Japan ^b KERMIT, Faculty of Bioscience Engineering, Ghent University, Coupure links 653, Ghent 9000, Belgium ^c Research Institute for Nature and Forest (INBO), Kliniekstraat 25, 1070 Brussels, Belgium ^d Fukuoka Institute of Health and Environmental Sciences, 39 Mukaizano, Dazaifu, Fukuoka 818-0135, Japan ^e Faculty of Regional Studies, Gifu University, 1-1 Yanagido, Gifu 501-1193, Japan ^f Faculty of Agriculture, Kyushu University, 6-10-1 Hakozaki, Fukuoka 812-8581, Japan ^g Fishery Research Laboratory, Kyushu University, 2506 Tsuyazaki, Fukutsu, Fukuoka 811-3304, Japan

Abstract:

Keywords:	SDMs species distribution models GLMs generalized linear models GAMs generalized additive models ANNs artificial neural networks MAXENT maximum entropy SVMs support vector machines GAs genetic algorithms GARP genetic algorithm for rule-set production HSI habitat suitability index HSC habitat suitability curve FHPM fuzzy habitat preference model MSE mean squared error GPS global positioning system DEM digital elevation model CV cross validation AUC area under the receiver operating characteristics curve ROC receiver operating characteristics MDT minimization of the absolute sensitivity-specificity difference threshold MST maximization of the sensitivity-specificity sum threshold TPR true positive rate TNR true negative rate TP true positive TN true negative FP false positive FN false negative CCI correctly classified instances TSS true skill statistic
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