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Academy of Mathematics and Systems Science, CAS Colloquia & Seminars：The Use of Machine Learning in Treatment Effect Estimation
机器学习 治疗效果 估计
2023/5/8
We present recent developments in double machine learning (DML) approach. The DML approach is concerned primarily with selecting the relevant control variables and functional forms necessary for the c...
Superconductors have long been considered the principal approach for realizing electronics without resistivity. In the past decade, a new family of quantum materials, “topological materials,” has offe...
Effect of Proactive Serving Reduces User Delay Exponentially
Proactive serving user delay service system queueing
2016/1/22
In online service systems, delay experienced by a user from the service request to the service completion is one of the most critical performance metrics. To improve user delay experience, in this pap...
Two-dimensional systems with competing interactions: microphase formation under the effect of a disordered porous matrix
soft matter porous media microphase formation static structure dynamic properties
2012/2/24
We have investigated the effect of a disordered porous matrix on the cluster microphase formation of a two dimensional system where particles interact via competing interactions. To this end we have p...
A Study of the Illustrative Style Effect of Icon Design – Using the Digital Camera Icon as an Example
Icon design illustrative styles design elements Kansei Engineering Neural networks Conjoint analysis
2014/3/11
Three main questions are addressed in this study: (a) how do different icon design conditions (illustrative styles and design elements) and colours affect consumers’ Kansei? (b) how do different desig...