scholarly journals Identifying Spatiotemporal Clusters by Means of Agglomerative Hierarchical Clustering and Bayesian Regression Analysis with Spatiotemporally Varying Coefficients: Methodology and Application to Dengue Disease in Bandung, Indonesia

2020 ◽  
Author(s):  
I Gede Nyoman Mindra Jaya ◽  
Henk Folmer
Keyword(s):  
Regression Analysis ◽  
Hierarchical Clustering ◽  
Bayesian Regression ◽  
Agglomerative Hierarchical Clustering ◽  
Dengue Disease ◽  
Varying Coefficients

scholarly journals Hesitant Fuzzy Linguistic Agglomerative Hierarchical Clustering Algorithm and Its Application in Judicial Practice

Mathematics ◽  
2021 ◽  
Vol 9 (4) ◽  
pp. 370
Author(s):  
Shuangsheng Wu ◽  
Jie Lin ◽  
Zhenyu Zhang ◽  
Yushu Yang
Keyword(s):  
Hierarchical Clustering ◽  
Clustering Algorithm ◽  
Clustering Algorithms ◽  
Agglomerative Hierarchical Clustering ◽  
Research Gaps ◽  
Judicial Practice ◽  
Linguistic Term ◽  
Clustering Effect ◽  
Hierarchical Clustering Algorithm ◽  
Fuzzy Linguistic

The fuzzy clustering algorithm has become a research hotspot in many fields because of its better clustering effect and data expression ability. However, little research focuses on the clustering of hesitant fuzzy linguistic term sets (HFLTSs). To fill in the research gaps, we extend the data type of clustering to hesitant fuzzy linguistic information. A kind of hesitant fuzzy linguistic agglomerative hierarchical clustering algorithm is proposed. Furthermore, we propose a hesitant fuzzy linguistic Boole matrix clustering algorithm and compare the two clustering algorithms. The proposed clustering algorithms are applied in the field of judicial execution, which provides decision support for the executive judge to determine the focus of the investigation and the control. A clustering example verifies the clustering algorithm’s effectiveness in the context of hesitant fuzzy linguistic decision information.

Bayesian and non-Bayesian regression analysis applied on wind speed data

2021 ◽  
Vol 13 (5) ◽  
pp. 053303
Author(s):  
Vincent Tanoe ◽  
Saul Henderson ◽  
Amir Shahirinia ◽  
Mohammad Tavakoli Bina
Keyword(s):  
Regression Analysis ◽  
Wind Speed ◽  
Bayesian Regression ◽  
Wind Speed Data

Trend Analysis Using Agglomerative Hierarchical Clustering Approach for Time Series Big Data

2021 ◽  
pp. 869-876
Author(s):  
P. Subbulakshmi ◽  
S. Vimal ◽  
M. Kaliappan ◽  
Y. Harold Robinson ◽  
Mucheol Kim
Keyword(s):  
Time Series ◽  
Big Data ◽  
Trend Analysis ◽  
Hierarchical Clustering ◽  
Agglomerative Hierarchical Clustering ◽  
Clustering Approach
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