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Article
Open AccessTopic modeling for anomaly detection in telecommunication networks
To ensure reliable network performance, anomaly detection is an important part of the telecommunication operators’ work. This includes that operators need to timely intervene with the network, should they enco...
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Chapter
Visual Data Analysis
set of powerful approaches for making new discoveries from large and complex data sets. It combines aspects of mathematics, statistics, machine learning, etc. to turn vast amounts of data into new insig...
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Chapter and Conference Paper
Identifying Root Cause and Derived Effects in Causal Relationships
This paper focuses on identifying factors that influence the process of finding a root cause and a derived effect in causal node-link graphs with associated strength and significance depictions. We discuss in ...
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Chapter and Conference Paper
Towards a Clinical Support System for the Early Diagnosis of Sepsis
Early and accurate diagnosis of sepsis is critical for patient safety. However, this is a challenging task due to the very general symptoms associated with sepsis, the immaturity of the tools used by the clini...
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Chapter and Conference Paper
Supporting Analytical Reasoning
In the era of big data, it is imperative to assist the human analyst in the endeavor to find solutions to ill-defined problems, i.e. to “detect the expected and discover the unexpected” [23]. To their aid, a plet...
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Chapter and Conference Paper
Supporting Fighter Pilot Decision Making Through Team Option Awareness
Fighter pilots must often make decisions fast, under time-pressure and based on uncertain or incomplete data. Thus, decision-making in this environment poses several challenges on the pilots such as how to ful...
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Chapter and Conference Paper
Transparency of Automated Combat Classification
We present an empirical study where the effects of three levels of system transparency of an automated target classification aid on fighter pilots’ performance and initial trust in the system were evaluated. T...
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Chapter and Conference Paper
Transparency of Military Threat Evaluation through Visualizing Uncertainty and System Rationale
Threat evaluation (TE) is concerned with determining the intent, capability and opportunity of detected targets. To their aid, military operators use support systems that analyse incoming data and make inferen...