Essays about: "Causal Graphs"
Showing result 1 - 5 of 10 essays containing the words Causal Graphs.
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1. Finding Causal Relationships Among Metrics In A Cloud-Native Environment
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Automatic Root Cause Analysis (RCA) systems aim to streamline the process of identifying the underlying cause of software failures in complex cloud-native environments. These systems employ graph-like structures to represent causal relationships between different components of a software application. READ MORE
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2. Towards Causal Discovery on EHR data : Evaluation of current Causal Discovery methods on the MIMIC-IV data set
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Causal discovery is the problem of learning causal relationships between variables from a set of data. One interesting area of use for causal discovery is the health care domain, where application could help facilitate a better understanding of disease and treatment mechanisms. READ MORE
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3. Selection of Sufficient Adjustment Sets for Causal Inference : A Comparison of Algorithms and Evaluation Metrics for Structure Learning
University essay from Uppsala universitet/Statistiska institutionenAbstract : Causal graphs are essential tools to find sufficient adjustment sets in observational studies. Subject matter experts can sometimes specify these graphs, but often the dependence structure of the variables, and thus the graph, is unknown even to them. In such cases, structure learning algorithms can be used to learn the graph. READ MORE
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4. Security Countermeasure Selection as a Constraint Solving Problem
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Network systems often contain vulnerabilities that remain unmitigated in a network for various reasons, such as lack of a patch and limited budget. Adversaries can exploit these existing vulnerabilities through different strategies. READ MORE
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5. The Environmental Effects of Investing in ICT - Evidence from Sweden
University essay from Lunds universitet/Nationalekonomiska institutionenAbstract : The potential of Information and Communication Technology (ICT) to reduce greenhouse gas emissions has been increasingly acknowledged as relevant in intergovernmental policy documents. However, the positive and negative environmental effects of ICTs are widely debated and there is a lack of systematic analysis regarding causal links between ICT and the environment. READ MORE