Causal reasoning
Assessing the translatability of In vivo cardiotoxicity mechanisms to In vitro models using causal reasoning
... the causal reasoning approach to abstract similar molecular events from microarray experiments from dif- ferent sources, models and chips, thus overcoming tech- nical and biological variability that ...
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Causal Reasoning with Ancestral Graphs
... Causal reasoning is primarily concerned with what would happen to a system under external in- ...on causal Bayesian networks, using directed acyclic graphs as causal diagrams to relate ...
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A Clinical Decision Support System based on Ontology and Causal Reasoning Models
... extended causal ontology model, which contains one main class (i.e. Causal Reasoning ...The Causal Concepts class consists of five subclasses representing the concepts of necessity and ...
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Visual Choice of Plausible Alternatives: An Evaluation of Image based Commonsense Causal Reasoning
... of 50% accuracy, it can be a starting point on the task for the multiple communities such as KR and CV. As this guid- ance, VCOPA poses a rich set of challenges, many of which have been viewed as the holy grail of ...
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Effects of self-explanation as causal mechanism elicitation methodology on causal reasoning task performance
... associated causal reasoning processes, others have taken a different route and have looked at how people use causality in learning, work and everyday ...sequential causal relations ...complex ...
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Review of Mathias Frisch's Causal Reasoning in Physics
... to causal- ity (chapters 3–4), countering the claim that causal modelling is inextendible to physics; Frisch holds that “[m]odeling in physics ...to causal reasoning and causal ...
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Why Attention is Not Explanation: Surgical Intervention and Causal Reasoning about Neural Models
... • Minimal-Model Explanations (Batterman, 2001; Bat- terman and Rice, 2014; Rice, 2015; Rice, 2017; Rice, 2018), drawing from work on the renormalization group in applied mathematics (Wilson, 1971), gener- ates a ...
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Causal Reasoning: Philosophy and Experiment
... and causal reasoning play in ...of causal inference and learning, typically with substantial use of such formal apparatuses as Bayes nets ...learn causal relationships, reason and judge ...
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Automatic inference of causal reasoning chains from student essays
... This is a word labeling or word-tagging problem - for each word in a sentence, assign zero, one or more concepts from the causal model to that word. This is related to a number of sequence labeling problems which ...
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Observation vs. Intervention 1 Causal Reasoning through Intervention
... barometer by means of an intervention will not affect the weather. The evidential relation between the barometer reading and the weather is spurious and mediated by atmospheric pressure which acts as a common cause that ...
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Causal Reasoning in Physics
... and causal relation that can be written between D and E in a uniform isotropic medium” and “its validity transcends any specific model of (w),” ...the causal assumption to derive a constraint on the ...
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Normative Theory and Descriptive Psychology in Understanding Causal Reasoning: The Role of Interventions and Invariance
... the causal cognition strategies of various subjects are successful or not in learning about the causal structure of the ...learning, reasoning and so on will lead to success (or its ...about ...
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Order Maintenance Reconsidered: Moving beyond Strong Causal Reasoning
... It extends our understanding of the legitimate scope for order maintenance policing by helping to develop a moral taxonomy of order and disorder.18 The second kind of contribution is nor[r] ...
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Why Things Go Wrong: A Formal Theory of Causal Reasoning
... All of these solutions, how- ever, while adequate for the Yale Shooting Problem itself, handle either forward or backward projection incorrectly, and/or work only [r] ...
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A theory of causal learning in children: Causal maps and Bayes nets
... drawing causal conclusions from patterns of conditional dependence and independence, and combining those conclusions with their substantive causal knowledge, they should remove the A block, rather than the ...
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Automatic Reasoning about Causal Events in Surveillance Video
... a causal interpretation is most easily and most commonly judged by the motion effects that take ...the causal explanation of a static scene is found in the answer to the question, Why does not this object ...
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Causal Conditionals, Tendency Causal Claims and Statistical Relevance
... tendency causal claims (“Smoking weed causes dizzi- ness”) and causal conditionals in the indicative mood (“if somebody smokes weed, he will feel ...on causal claims and causal conditionals ...
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By Parity of Reasoning
... tively correct, inductively strong, and so on. But whatever their logical character, it is not recapitulated in the general case, in the analogical meta-argument. I[r] ...
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Mathematical reasoning
... Control schools were asked whether they had used any materials or resources that support children’s reasoning in mathematics during the time of the trial. These could include a published scheme, resources from ...
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Diagrammatic reasoning
... that displayed in Figure 8. With panels showing the same information in multiple formats, as in Figure 5 viewers are also likely to shift their focus between panels to see, for example, how the times in the line graph ...
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