CAUSAL

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Variation of Parameters for Causal Operator Differential Equations
《Applied Mathematics》2017年第12期1883-1902,共20页Reza R. Ahangar 
The operator T from a domain D into the space of measurable functions is called a nonanticipating (causal) operator if the past information is independent from the future outputs. We will study the solution x(t) of a ...
关键词：Nonlinear OPERATOR Differential Equations (NODE) Variation of Parameters Nonanticipating (Causal) ALEKSEEV THEOREM 
Causal Groupoid Symmetries and Big Data
《Applied Mathematics》2014年第21期3489-3510,共22页Sergio Pissanetzky 
The big problem of Big Data is the lack of a machine learning process that scales and finds meaningful features. Humans fill in for the insufficient automation, but the complexity of the tasks outpaces the human mind...
关键词：Big Data Combinatorial Algebra GROUPOIDS Machine Learning Scaling TRAVELING SALESMAN 
Causal Groupoid Symmetries
《Applied Mathematics》2014年第4期628-641,共14页Sergio Pissanetzky 
Proposed here is a new framework for the analysis of complex systems as a non-explicitly programmed mathematical hierarchy of subsystems using only the fundamental principle of causality, the mathematics of groupoid s...
关键词：HIERARCHIES GROUPOIDS Symmetry CAUSALITY Intelligence Adaptation Emergence 
Confounding of Three Binary-Variable Counterfactual Model with DAG
《Applied Mathematics》2013年第10期1397-1404,共8页Jingwei Liu Shuang Hu 
Confounding of three binary-variable counterfactual model with directed acyclic graph (DAG) is discussed in this paper. According to the effect between the control variable and the covariate variable, we investigate t...
关键词：CAUSAL Effect INDEPENDENCE Hypothesis COUNTERFACTUAL Model CONFOUNDING Bias Irrelevant Ancillary Information Directed ACYCLIC Graph 
Cognitive Mapping: Testing Application of Causal Algebra
《Applied Mathematics》2012年第4期364-372,共9页Nassreddine Garoui Anis Jarboui 
This paper takes the basic mathematical operations required to manipulate the cognitive maps. This paper start by presenting all the values that a causal relationship can take. By the using of causal algebra, cognitiv...
关键词：COGNITIVE MAPPING CAUSAL ALGEBRA CAUSAL RELATIONSHIPS 
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