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Organizing data from industrial internet of things for maritime operations
(Chapter, 2017)The enormous amount of data collected from different sources in an Industrial Internet of Things (IIoT) will have to be processed, analyzed, and visualized in a timely manner. In this paper, we present a strategy for ... -
A Flexible Network Interface for a Real-time Simulation Framework
(Master thesis, 2017)This thesis presents a flexible network interface for the real-time simulation framework, Vico. In particular, the interface allows remote clients to connect to simulations over the network using a variety of transport ... -
Anomaly Detection and Visualization of School Electricity Consumption Data
(Chapter, 2017)Anomaly detection has been widely used in a variety of research and application domains, such as network intrusion detection, insurance/credit card fraud detection, health-care informatics, industrial damage detection, ... -
Study on the assessment method of typhoon regional disaster based on the change of cholorophyll-a concentration in seawater
(Chapter, 2017)Due to global climate change, the frequency and uncertainty of typhoon become more and more prominent. When a typhoon disaster occurs, it's an imminent problem to estimate the disaster zone and help ships to move to safer ... -
A Platform for Autonomous Drone Swarms
(Master thesis, 2017)Search- and rescue operations requires participation from a lot of personnel, ranging from volunteers to non-governmental organizations and government agencies. Employing autonomous drone swarms for search can be useful ... -
The influence of solar system oscillation on the variability of the total solar irradiance
(Journal article; Peer reviewed, 2017)Total solar irradiance (TSI) is the primary quantity of energy that is provided to the Earth. The properties of the TSI variability are critical for understanding the cause of the irradiation variability and its expected ... -
Flipped classroom in higher Norwegian IT education
(Journal article; Peer reviewed, 2017)In recent years, Flipped Classroom has been a well described approach to organizing a learning environment. The approach is, and has been, in use at many levels of educational systems in many parts of the world and within ... -
Data and knowledge manangement in field studies A case for semantic technologies
(Journal article; Peer reviewed, 2017)Ship design is a knowledge-intensive industry. To design safe ship systems for demanding operations, there is an increasing need for comprehensive knowledge of the operational context. Field studies is an important source ... -
OceanRoads: Fishing area separation and relation discovery through VMS trace analysis
(Chapter, 2017)Vessel Monitoring Systems (VMS) provide trajectory data of fishing vessels to discover the spatial-temporal pattern of fishing activities. Although previous researches exhibit the fishing resource distribution in space and ... -
Recommendation System for Immunization Coverage and Monitoring
(Journal article; Peer reviewed, 2017)Immunization averts an expected 2 to 3 million deaths every year from diphtheria, tetanus, pertussis (whooping cough), and measles; however, an additional 1.5 million deaths could be avoided if vaccination coverage was ... -
Visual Analytics for Anomaly Detection in Maritime Big Data
(Master thesis, 2017)With the increase of the amount of collected data during each year, comes the need to process and understand it. Maritime domain is steadily integrating more sensors into the ship systems to enable health monitoring, help ... -
Virtual reality using gesture recognition for deck operation training
(Chapter; Peer reviewed, 2017)Operation training in simulator environment is an important part of maritime personnel competence building. Offshore simulators provide realistic visualizations which allow the users to immerse within the scenario. However, ... -
A New Anomaly Detection System for School Electricity Consumption Data
(Journal article; Peer reviewed, 2017)Anomaly detection has been widely used in a variety of research and application domains, such as network intrusion detection, insurance/credit card fraud detection, health-care informatics, industrial damage detection, ... -
Comparison of Adaptive Neuro-Fuzzy Inference System (ANFIS) and Gaussian Process for Machine Learning (GPML) Algorithms for the Prediction of Norovirus Concentration in Drinking Water Supply
(Chapter, 2017)Monitoring of Norovirus in drinking water supply is a complicated, rather expensive, process. Norovirus represent a leading cause of acute gastroenteritis in most developed countries. Modeling of general microbial occurrence ... -
Obfuscation in digital fingerprinting
(Journal article; Peer reviewed, 2017)Digital fingerprinting has been much studied in the literature for more than 20 years, motivated by applications in copyright protection. A popular and practical approach is to use spread spectrum watermarking to embed ... -
Impact of outcome-based education on software engineering teaching: A case study
(Chapter, 2017)This paper investigates the impact of outcome- based education (OBE) on students' learning achievement from a software engineering (SE) program. It is not easy to transform an SE curriculum from traditional knowledge-based ... -
Almost square and octahedral norms in tensor products of Banach spaces
(Journal article; Peer reviewed, 2017)The aim of this note is to study some geometrical properties like diameter two properties, octahedrality and almost squareness in the setting of (symmetric) tensor product spaces. In particular, we show that the injective ... -
Neural-network-based modelling and analysis for time series prediction of ship motion
(Journal article, 2017)This paper presents a data-driven model for time series prediction of ship motion. Prediction based on past time series of data is a powerful function in modern ship support systems. For a large amount of ship sensor data, ... -
The Teacher as a Facilitator for Learning - Flipped Classroom in a Master’s Course on Artificial Intelligence
(Chapter, 2017)In this paper, I present a flipped classroom approach for teaching a master’s course on artificial intelligence. Traditional lectures in the classroom are outsourced to an open online course to free up valuable time for ... -
An intelligent winch prototyping tool
(Chapter, 2017)In this paper we present a recently developed intelligent winch prototyping tool for optimising the design of maritime winches, continuing our recent line of work using artificial intelligence for intelligent computer-automated ...