Overlapping decomposition for causal graphical modeling

• المؤلفون الرئيسيون: Han, Lei, Song, Guojie, Cong, Gao, Xie, Kunqing
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98826; http://hdl.handle.net/10220/12631
• المؤسسة: Nanyang Technological University

Causal graphical models are developed to detect the dependence relationships between random variables and provide intuitive explanations for the relationships in complex systems. Most of existing work focuses on learning a single graphical model for all the variables. However, a single graphical mod...