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  1. Article

    Open Access

    Topic 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...

    H. Joe Steinhauer, Tove Helldin in Journal of Ambient Intelligence and Humani… (2023)

  2. 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 ...

    Juhee Bae, Tove Helldin, Maria Riveiro in Human Interface and the Management of Info… (2017)

  3. 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...

    Tove Helldin, Anna-Karin Pernestig in Digital Human Modeling. Applications in He… (2017)

  4. 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...

    Tove Helldin, Maria Riveiro, Sepideh Pashami in Human Interface and the Management of Info… (2016)

  5. 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...

    Tove Helldin, Tina Erlandsson in Engineering Psychology and Cognitive Ergonomics (2015)

  6. 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...

    Tove Helldin, Ulrika Ohlander, Göran Falkman in Engineering Psychology and Cognitive Ergon… (2014)

  7. 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...

    Tove Helldin, Göran Falkman, Maria Riveiro in Engineering Psychology and Cognitive Ergon… (2013)