Blar i Institutt for datateknologi og informatikk på dokumenttype "Chapter"
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Assessment of two fast multispectral systems for imaging of a cultural heritage artifact- a Russian icon
(Chapter, 2019)As a part of the study of spectral object documentation in cultural heritage, performances of different spectral imaging systems from various institutions and research laboratories were assessed in a Round Robin Test. This ... -
Automating Behaviour Tree Generation for Simulating Troop Movements
(Chapter, 2018)Computer generated forces are simulated units that are used in simulation based training and decision support in the military. These simulations are used to help trainees build a mental model of how different scenarios ... -
Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning
(Chapter, 2019)Reinforcement learning (RL) is capable of managing wireless, energy-harvesting IoT nodes by solving the problem of autonomous management in non-stationary, resource-constrained settings. We show that the state-of-the-art ... -
Bayesian Analysis in a Knowledge-Intensive CBR System
(Chapter, 2017)This study presents a case-based reasoning system that makes use of general domain knowledge - referred to as a knowledge-intensive CBR system. The system applies a Bayesian analysis aimed at increasing the accuracy of the ... -
Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists
(Chapter, 2021)Checklists are used to aid the fulfillment of safety critical activities in a variety of different applications, such as aviation, health care or labour inspections. However, optimizing a checklist for a specific purpose ... -
Because it is Fun: Investigating Motives of Fake News Sharing with Exploratory Game Quests
(Chapter, 2020)Exploratory learning has become a widely applied, pedagogical concept. One approach to encourage exploratory knowledge creation are situated game experiences. Putting learners in quest-based environments can thereby support ... -
Better Balance in Informatics: An Honest Discussion with Students
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Beyond Post-Hoc Instance-Based Explanation Methods
(Chapter, 2023)With the increasing demand for understanding the decision-making processes of artificial intelligence applications, explainable AI (XAI) systems have become increasingly important. Counterfactual explana- tions, a promising ... -
BIBSURF: Discover Bibliographic Entities by Searching for Units of Interest, Ranking and Filtering
(Chapter, 2016)BIBSURF is a system demonstrating search, ranking and filtering of bibliographic RDF data that is organized in form of entities representing intellectual endeavor at different levels of abstraction: item, manifestation, ... -
Bidirectional Learning for Robust Neural Networks
(Chapter, 2019)A multilayer perceptron can behave as a generative classifier by applying bidirectional learning (BL). It consists of training an undirected neural network to map input to output and vice-versa; therefore it can produce a ... -
Big Data Governance and Dynamic Capabilities: The Moderating effect of Environmental Uncertainty
(Chapter, 2018)With the rise of big data as a strategic tool in contemporary firms, researchers and practitioners have been exploring the ways in which such investments yield the maximum business value. Building on the growing importance ... -
BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
(Chapter, 2018)Matrix-matrix multiplication is a key computational kernel for numerous applications in science and engineering, with ample parallelism and data locality that lends itself well to high-performance implementations. Many ... -
Blind Calibration of Air Quality Wireless Sensor Networks Using Deep Neural Networks
(Chapter, 2021)Temporal drift of low-cost sensors is crucial for the applicability of wireless sensor networks (WSN) to measure highly local phenomenon such as air quality. The emergence of wireless sensor networks in locations without ... -
Blockchain and Sustainability: A Systematic Mapping Study
(Chapter, 2019)Sustainability is a topic of increasing interest. The United Nations has released a list of 17 goals for sustainable development for the global community. Blockchain is a recent technological innovation that shows great ... -
Blockchain and Sustainability: A Tertiary Study
(Chapter, 2021)Blockchain is an emerging technology with potential to address issues related to sustainability. Literature reviews on blockchain and sustain ability exist, but there is a need to consolidate existing results, in particular, ... -
Blockchain Dividing Based on Node Community Clustering in Intelligent Manufacturing CPS
(Chapter, 2019)The blockchain technology becomes a key facilitator for Intelligent Manufacturing as it enables intelligent nodes to participate in global manufacturing networks with secure ledgers and smart contracts features. However, ... -
Boost the Potential of EA: Essential Practices
(Chapter, 2021)Enterprise Architecture (EA) has been applied widely in industry as it brings important benefits to ease communication and improve business-IT alignment. However, various challenges were also reported due to the difficulty ... -
Breaking the Cyber Kill Chain by Modelling Resource Costs
(Chapter, 2020)To combat cybercrime, a clearer understanding of the attacks and the offenders is necessary. When there is little available data about attack incidents, which is usually the case for new technology, one can make estimations ...