Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science

Statistical Analysis and Data Mining

Nitesh V. Chawla¹  Karsten Steinhaeuser²  Auroop R. Ganguly³ 

[1] Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, University of Notre Dame, Notre Dame, IN 46556, USA;Department of Computer Science and Engineering, Interdisciplinary Center for Network Science and Applications, University of Notre Dame, Notre Dame, IN 46556, USAGeographic Information Science and Technology Group, Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA;Geographic Information Science and Technology Group, Computational Sciences and Engineering Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA

关键词: complex networks;    climate data;    network analysis;    community detection;    multivariate predictive modeling;   

DOI  :  10.1002/sam.10100

学科分类：社会科学、人文和艺术（综合）

来源: John Wiley & Sons, Inc.

【 授权许可】

Unknown