Search for dissertations about: "Skövde Artificial Intelligence Lab SAIL"

Found 4 swedish dissertations containing the words Skövde Artificial Intelligence Lab SAIL.

  1. 1. Conformal anomaly detection Detecting abnormal trajectories in surveillance applications

    University dissertation from Skövde : University of Skövde

    Author : Rikard Laxhammar; Göran Falkman; Pontus Svenson; [2014]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Anomaly detection; conformal prediction; trajectory analysis; video surveillance; maritime surveillance; Technology; Teknik; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

    Abstract : Human operators of modern surveillance systems are confronted with an increasing amount of trajectory data from moving objects, such as people, vehicles, vessels, and aircraft. A large majority of these trajectories reflect routine traffic and are uninteresting. READ MORE

  2. 2. High-Performance Computing For Support Vector Machines

    University dissertation from Skövde : University of Skövde

    Author : Shirin Tavara; Alexander Schliep; Alexander Karlsson; Richard Johansson; [2018]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ; INF301 Data Science; INF301 Data Science;

    Abstract : Machine learning algorithms are very successful in solving classification and regression problems, however the immense amount of data created by digitalization slows down the training and predicting processes, if solvable at all. High-Performance Computing(HPC) and particularly parallel computing are promising tools for improving the performance of machine learning algorithms in terms of time. READ MORE

  3. 3. Transparency for Future Semi-Automated Systems Effects of transparency on operator performance, workload and trust

    University dissertation from Skövde : University of Skövde

    Author : Tove Helldin; Göran Falkman; Maria Riveiro; Amy Loutfi; Lars Niklasson; Peter Svenmarck; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; Semi-automation; trust; system transparency; meta-information; information fusion; Technology; Teknik; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

    Abstract : More and more complex semi-automated systems are being developed, aiding human operators to collect and analyze data and information and even to recommend decisions and act upon these. The goal of such development is often to support the operators make better decisions faster, while at the same time decrease their workload. READ MORE

  4. 4. Petri nets for situation recognition

    University dissertation from Örebro : Örebro university

    Author : Anders Dahlbom; Lars Niklasson; Göran Falkman; Amy Loutfi; Kathryn Blackmond Laskey; [2011]
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; NATURVETENSKAP; NATURAL SCIENCES; Situation recognition; Petri nets; situation assessment; information fusion; rule based; Rete algorithm; genetic algorithms; TECHNOLOGY; TEKNIKVETENSKAP; TECHNOLOGY Information technology Computer science; TEKNIKVETENSKAP Informationsteknik Datavetenskap; Computer and Systems Science; Datalogi;

    Abstract : Situation recognition is a process with the goal of identifying a priori defined situations in a flow of data and information. The purpose is to aid decision makers with focusing on relevant information by filtering out situations of interest. READ MORE