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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...
A modular network treatment of Baars' Global Workspace consciousness model
consciousness general cognitive model global workspace information theory phase transition random network
2015/7/31
Adapting techniques from random and semirandom network theory, this work provides an alternative to the renormalization and phase transition methods used in Wallace's (2005a) treatment of Baars' Globa...
A Critical Analysis and Treatment of Important UML Diagrams Enhancing Modeling Power
UML Critical Analysis Use Cases Sequence Diagrams Class Diagrams
2013/1/28
Requirements analysis and design specification are serious issues in systems development because of the semantics involved in transformation of real world problems to computer software systems. Althou...
Predictive Analysis on Hypertension Treatment using Data Mining Approach in Saudi Arabia
Hypertension Data Mining Regression Residual Plots Prediction
2013/1/28
In the present investigation, the data sets of (Non Communicable Diseases) NCD risk factors a standard report of Saudi Arabia 2005 in collaboration with World Health Organisation have been employed fo...
Computer simulation of microstructure transformation in heat treatment processes
Artificial intelligence methods Computer simulation Microstructure transformation
2010/2/10
Purpose: Most often used methods for prediction of austenite decomposition are described and analysed.Design/methodology/approach: The austenite decomposition prediction is usually based on continuous...
NUMERICAL TREATMENT OF SOME COMPLEX DYNAMIC PROCESSES OF SATURATED INDUCTION MACHINE
induction machine modeling saturated model simulation
2010/1/12
Three variants for the mathematical models of the saturated induction machine (the
exact one, the classical one and the simplified one) are used for the analysis of the reversal
process combined wit...