Blar i Department of Information and Communication Technology på tittel
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The Dreaming Variational Autoencoder for Reinforcement Learning Environments
(Journal article; Peer reviewed, 2018)Reinforcement learning has shown great potential in generalizing over raw sensory data using only a single neural network for value optimization. There are several challenges in the current state-of-the-art reinforcement ... -
The EU project “United4Health”: Results and experiences from automatic health status assessment in a Norwegian telemedicine trial system
(Journal article; Peer reviewed, 2017)Introduction Patients with chronic obstructive pulmonary disease require help in daily life situations to increase their individual perception of security, especially under worsened medical conditions. Unnecessary hospital ... -
The fundamental theory of optimal "Anti-Bayesian" parametric pattern classification using order statistics criteria
(Journal article; Peer reviewed, 2013)The gold standard for a classifier is the condition of optimality attained by the Bayesian classifier. Within a Bayesian paradigm, if we are allowed to compare the testing sample with only a single point in the feature ... -
The Hierarchical Continuous Pursuit Learning Automation for Large Numbers of Actions
(Chapter; Peer reviewed, 2018) -
The Impact of Gender Equality in the Cybersecurity Sector
(Master thesis, 2023)Nowadays, there is a shortage of cybersecurity professionals in the sector and women are disproportionately underrepresented in the field. This exploratory study examines how organizations can retain and entice women in ... -
The Impact of Gender Equality in the Cybersecurity Sector
(Master thesis, 2023)Nowadays, there is a shortage of cybersecurity professionals in the sector and women are disproportionately underrepresented in the field. This exploratory study examines how organizations can retain and entice women in ... -
The Impact of Human Walking on the Time-Frequency Distribution of In-Home Radio Channels
(Chapter; Peer reviewed, 2018) -
The impact of shadowing and the severity of fading on the first and second order statistics of the capacity of OSTBC MIMO Nakagami-lognormal channels
(Journal article; Peer reviewed, 2011)This article presents a thorough statistical analysis of the capacity of orthogonal space-time block coded (OSTBC) multiple-input multiple-output (MIMO) Nakagami- lognormal (NLN) channels. The NLN channel model allows to ... -
The impact of spatial correlation on the statistical properties of the capacity of Nakagami-m channels with MRC and EGC
(Journal article; Peer reviewed, 2011)In this article, we have studied the statistical properties of the instantaneous channel capacitya of spatially correlated Nakagami-m channels for two different diversity combining methods, namely maximal ratio combining ... -
The Maritime Pickup and Delivery Problem with Cost and Time Window Constraints : System Modeling and A* Based Solution
(Master thesis, 2019)In the ship chartering business, more and more shipment ordersare based on pickup and delivery in an on-demand manner ratherthan conventional scheduled routines. In this situation, it is nec-essary to ... -
The Potential and Limitations of the Tsetlin Machine in Model-Free Reinforcement Learning
(Master thesis, 2023)This paper aims to investigate the potential of model-free reinforcement learning using the Tsetlin Machine by evaluating its performance in widely recognized benchmark environments for reinforcement learning: Cartpole and ... -
The Potential and Limitations of the Tsetlin Machine in Model-Free Reinforcement Learning
(Master thesis, 2023)This paper aims to investigate the potential of model-free reinforcement learning using the Tsetlin Machine by evaluating its performance in widely recognized benchmark environments for reinforcement learning: Cartpole and ... -
The Science and Art of Chaotic Pattern Recognition
(Chapter; Peer reviewed, 2016) -
The Technology Use and Information Flow at a Municipal Telemedicine Service
(Journal article; Peer reviewed, 2018)Health care services face challenges with providing individualised treatment to an ageing population prone to chronic conditions and multi-morbidities. The research project Patients and Professionals in Productive Teams ... -
Thompson sampling guided stochastic searching on the line for deceptive environments with applications to root-finding problems
(Peer reviewed; Journal article, 2019) -
Threat to information security : the system vulnerability and denial of service attacks
(Master thesis, 2004)The use of the Internet has increased drastically the last few years. This trend has led to a constant increase in attacks toward computer systems and networks, and the methods for attacking are becoming more and more ... -
Throughput and delay analysis of HARQ with code combining over double Rayleigh fading channels
(Journal article; Peer reviewed, 2018) -
Throughput and energy efficiency comparison of one-hop, two-hop, virtual relay and cooperative retransmission schemes
(Chapter; Peer reviewed, 2010)Two main types of approaches exist for implementing cooperative communications at the MAC layer: virtual-hop relay and cooperative retransmission. While the virtual-hop relay schemes employ relay nodes to forward packets ... -
Time estimation for large scale of data processing in Hadoop MapReduce scenario
(Master thesis, 2011)The appearance of MapReduce technology gave rise to a strong blast in IT industry. Large companies such as Google, Yahoo and Facebook are using this technology to facilitate their data processing[12]. As a representative ... -
To Deceive or not Deceive: Unveiling The Adoption Determinants Of Defensive Cyber Deception in Norwegian Organizations
(Master thesis, 2023)Due to the prevailing threat landscape in Norway, it is imperative for organizations to safe- guard their infrastructures against cyber threats. One of the technologies that is advan- tageous against these threats is ...