SA algorithmUrmia LakeThe environmental water demand of the Mahabad River in the Urmia Lake basin in Iran was first estimated, using the flow duration curve shifting method (FDC Shifting) in this study. Secondly, the optimal operating model of the reservoir was developed with the goals of ...
The M5Tree algorithm is utilized for creating a model tree, which runs as follows (Fig. 1). Assume that we have a collection T of training examples. Every case is described by the values of a fixed set of inputs and has a related output value. The point is to build a model that ...
The ability of three soft computing methods, least square support vector machine (LSSVM), fuzzy genetic algorithm (FGA) and M5 model tree (M5T), in forecasting daily and monthly stream flows of poorly gauged mountainous watershed using nearby hydro-meteorological data is investigated in the ...
Two-point LOD scores were calculated with the MLINK algorithm of LINKAGE version 5.1, with the assumption that the mutant allele frequency was 0.0001 with 100% penetrance. Markers in the homozygous linked interval gave a maximum LOD score of 5.6 at θ=0. The following primers were used to ...
M5P’s linear models enable the generation of numeric outputs, and the algorithm accommodates both nominal and continuous input attribute types. When processing a new instance, the traversal begins at the top of the tree and continues down to a leaf. Throughout this journey, decisions must be...
NF utilizes an NN learning algorithm for constructing fuzzy if–then rules with proper membership functions (MFs) from the stipulated input–output pairs. Numerous sorts of inference systems exist in the literature [48–50]. Sugeno's fuzzy structure of the NF system is computationally more ...
近年来,“区块链”这个概念非常火,我们在很多会议上都能听到这个词。 那作为译员,对于“区块链”block chain有哪些知识是我们必须要知道的呢?下面我们就通过两个视频来了解“区块链”吧~ 英文视频介绍 定义: 区块链是分布式数据存储、点对点传输、共...
Convolutional Neural Network algorithm model, offering empirical references to landscape design practices in the building of smart cities. Wang Xiaobo et al. adopted the Perceived Restorative Scale, the Restoration Outcome Scale, and a...
Fig. 6 shows the division of input space x1, x2 (independent variables) by the M5P-tree model algorithm into nine linear tree regression functions (marked LM1 through LM10). The model's general shape is y=ao+a1x1+a2x2, where ao, a1, and a2 are linear regression constants. Fig.5 ...
“We encourage increased connectivity and industry integration between financial companies, tech players and industry partners and we aim for breakthrough research efforts and partnership in data mining, algorithm and cloud computing to pro...