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Semi-supervised classification using tree-based self-organizing maps
(Lecture Notes in Computer Science;7106, Chapter; Peer reviewed, 2011)This paper presents a classifier which uses a tree-based Neural Network (NN), and uses both, unlabeled and labeled instances. First, we learn the structure of the data distribution in an unsupervised manner. After convergence, ... -
Service selection in stochastic environments: a learning-automaton based solution
(Journal article; Peer reviewed, 2011)In this paper, we propose a novel solution to the problem of identifying services of high quality. The reported solutions to this problem have, in one way or the other, resorted to using so-called “Reputation Systems” ... -
SFTSDH: Applying Spring Security Framework with TSD-Based OAuth2 to Protect Microservice Architecture APIs
(Peer reviewed; Journal article, 2022)The Internet of Medical Things (IoMT) combines medical devices and applications that use network technologies to connect healthcare information systems (HIS). IoMT is reforming the medical industry by adopting information ... -
Sharing With Care- Multidisciplinary Teams and Secure Access to Electronic Health Records
(Chapter; Peer reviewed, 2018)Ensuring patient privacy and improving patient care quality are two of the most significant challenges faced by healthcare systems around the world. This paper describes the importance and challenges of effective ... -
Sharing, Cooperation or Collective Action? A Research Agenda for Online Interaction in Digital Global Governance
(International Conference on Electronic Participation;, Peer reviewed; Conference object, 2023)Digital technologies are increasingly used to support governance at the global level. However, the global level has received very little attention in digital governance research. Global governance differs from national ... -
A Simple and Efficient Deep Learning-Based Framework for Automatic Fruit Recognition
(Peer reviewed; Journal article, 2022)Accurate detection and recognition of various kinds of fruits and vegetables by using the artificial intelligence (AI) approach always remain a challenging task due to similarity between various types of fruits and challenging ... -
Simulation of eHealth Scenarios with Role-play Supported by an Interactive Smartphone Application
(Journal article; Peer reviewed, 2019) -
A Simulation-based Performance Evaluation of Heuristics for Dew Computing
(Peer reviewed; Journal article, 2021) -
Simulation-Supported Wargaming for Assessing Force Structures
(Peer reviewed; Journal article, 2022)Wargaming is a key activity for gaining deeper insight into the strengths and weaknesses of future force structures in the course of their development and assessment. For more than a decade, the Norwegian Defence Research ... -
A Single radio based channel datarate-aware parallel rendezvous MAC protocol for cognitive radio networks
(Journal article; Peer reviewed, 2009)Channel hopping based parallel rendezvous multichannel MAC protocols have several advantages since they do not need a control channel, require only one transceiver, and produce higher system capacity. However, channel ... -
Single-channel speech enhancement using implicit Wiener filter for high-quality speech communication
(Peer reviewed; Journal article, 2022)Speech enables easy human-to-human communication as well as human-to-machine interaction. However, the quality of speech degrades due to background noise in the environment, such as drone noise embedded in speech during ... -
Slaying the SA-Demons – Humans vs. Technology – A Content analysis
(Chapter, 2021)This paper examines Situation Awareness (SA) and the application of Endsley’s SA-Demons in different contexts and research areas. We perform content analysis to examine how they are used, and to what degree they are perceived ... -
SleepXAI: An explainable deep learning approach for multi-class sleep stage identification
(Peer reviewed; Journal article, 2022)Extensive research has been conducted on the automatic classification of sleep stages utilizing deep neural networks and other neurophysiological markers. However, for sleep specialists to employ models as an assistive ... -
Smartphone usage among older adults
(Peer reviewed; Journal article, 2021) -
The SmartSight Project: Use of Electronic Glasses to Improve Impaired Fields of Vision
(Peer reviewed; Journal article, 2020)Electronic glasses use advanced assistive technology that can improve function for persons with visual impairments. This paper presents work in progress in the SmartSight project, where existing versions of electronic ... -
Social Media Data in an Augmented Reality System for Situation Awareness Support in Emergency Control Rooms
(Peer reviewed; Journal article, 2021)During crisis situations, emergency operators require fast information access to achieve situation awareness and make the best possible decisions. Augmented reality could be used to visualize the wealth of user-generated ... -
Solving Multiconstraint Assignment Problems Using Learning Automata
(Journal article; Peer reviewed, 2010)This paper considers the NP-hard problem of object assignment with respect to multiple constraints: assigning a set of elements (or objects) into mutually exclusive classes (or groups), where the elements which are ... -
Solving Non-Stationary Bandit Problems by Random Sampling from Sibling Kalman Filters
(Lecture Notes in Computer Science ; 6098, Chapter; Peer reviewed, 2010)The multi-armed bandit problem is a classical optimization problem where an agent sequentially pulls one of multiple arms attached to a gambling machine, with each pull resulting in a random reward. The reward distributions ... -
Solving Stochastic Nonlinear Resource Allocation Problems Using a Hierarchy of Twofold Resource Allocation Automata.
(Journal article; Peer reviewed, 2010)In a multitude of real-world situations, resources must be allocated based on incomplete and noisy information. However, in many cases, incomplete and noisy information render traditional resource allocation techniques ... -
Solving Stochastic Root-Finding with adaptive d-ary search
(Chapter; Peer reviewed, 2015)