Institutt for datateknologi og informatikk
Recent Submissions
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Navigating by decoding grid cells: Investigating the role of entorhinal grid cells through computational modeling at the intersection of neuroscience and artificial intelligence
(Doctoral theses at NTNU;2019:338, Doctoral thesis, 2019)Ever since grid cells were discovered in the mammalian entorhinal cortex over a decade ago, the striking representation of space generated by these neurons has offered a peek at the inner workings of navigational processes ... -
A conceptual framework for smart city international standards
(Journal article; Peer reviewed, 2018)Smart Cities have been a global focus during the past ten years. They contribute to the achievement of the sustainability development goals (for economy, society, and environment) by leveraging information and communication ... -
Recorded lectures in multi-campus education: a cross-case analysis
(Journal article; Peer reviewed, 2019)These days, universities all over the world offer lecture capturing to provide recorded lectures as a supplement tool for their on-campus students or as a substitute for live lectures for distant students. In this study, ... -
Perceived Employability in Online IT Education
(Journal article; Peer reviewed, 2019)In this paper, we use an online bachelor study program in IT as a case for research on Perceived Employability (PE). Collecting data from alumni through interviews and a survey we find an increase in students’ PE during ... -
Impact of Shape on Apparent Translucency Differences
(Journal article; Peer reviewed, 2019)Translucency is one of the major appearance attributes. Apparent translucency is impacted by various factors including object shape and geometry. Despite general proposals that object shape and geometry have a significant ... -
The Role of Big Data in Addressing Societal Challenges: A Systematic Mapping Study
(Journal article; Peer reviewed, 2019)Big data has recently become the focus of academic and corporate investigation due to its high potential in generating business and social value. We have done a systematic mapping of the literature related to big data and ... -
From Theory to Practice: Teaching Assistants’ Role in Multi-Campus Education
(Chapter, 2019)Teaching Assistants (TAs) are an indispensable part of higher education. TAs have two identities simultaneously: those of a student and of a teacher. However, the role of TAs’ may not be clearly defined, resulting in a ... -
Seismic attribute benchmarking on instantaneous frequency
(Journal article; Peer reviewed, 2019)The complex seismic trace analysis is a widely applied and versatile method for computing seismic attributes. Instantaneous frequency is an important complex trace attribute, and it is generally used for identifying specific ... -
University students’ learning approaches: An adaptation of the revised two-factor study process questionnaire to Norwegian
(Journal article; Peer reviewed, 2019)This paper reports a Norwegian validation study of a widely used instrument to measure students’ approaches to learning, namely, Bigg’s revised two-factor study process questionnaire (R-SPQ-2F). Its cultural sensitivity ... -
Feasibility Study on Hyperspectral LiDAR for Ancient Huizhou-Style Architecture Preservation
(Journal article; Peer reviewed, 2020)Huizhou-style ancient architecture was one of the most important genres of architectural heritage in China. The architecture employed bricks, woods, and stones as raw materials, and timber frames were significant structures. ... -
The effect of intraoperative imaging on surgical navigation for laparoscopic liver resection surgery
(Journal article; Peer reviewed, 2019)Conventional surgical navigation systems rely on preoperative imaging to provide guidance. In laparoscopic liver surgery, insufflation of the abdomen (pneumoperitoneum) can cause deformations on the liver, introducing ... -
Developing a circular strategies framework for manufacturing companies to support circular economy-oriented innovation
(Journal article; Peer reviewed, 2019)This paper puts forward the Circular Strategies Scanner: a framework that introduces a taxonomy of circular strategies developed for use by manufacturing companies engaging in circular economy (CE) oriented innovation. ... -
An experimental evaluation of bow-tie analysis for security
(Journal article; Peer reviewed, 2019)Purpose Within critical-infrastructure industries, bow-tie analysis is an established way of eliciting requirements for safety and reliability concerns. Because of the ever-increasing digitalisation and coupling between ... -
ICT-based challenges of repurposing a single-campus course to multi-campus settings: a pragmatic case study
(Chapter, 2019)Studies show that the integration of ICT in education is suffering from some barriers at student, teacher, and university level. This also holds for multi-campus education, as ICT is one of the main ingredients for sharing ... -
Computational Techniques for Pathology Detection and Quality Enhancement with emphasis on Colonic Capsule Endoscopy
(Doctoral theses at NTNU;2019:351, Doctoral thesis, 2019) -
Information Maximizing and Pattern-Producing Generative Adversarial Networks
(Master thesis, 2019)En rekke teknologiske fremskritt og innovasjoner har dukket opp innenfor forskningsområdet rundt generative modeller i løpet av de siste årene. Denne typen modeller benytter seg ofte av kunstige nevrale nettverk som et ... -
Freeway: Maximizing MLP for Slice-Out-of-Order Execution
(Journal article; Peer reviewed, 2019)Exploiting memory level parallelism (MLP) is crucial to hide long memory and last level cache access latencies. While out-of-order (OoO) cores, and techniques building on them, are effective at exploiting MLP, they deliver ... -
A Holistic Study on Green IT/IS Practices in ICT Departments of Collaborative Enterprise: A Managerial and Practitioners Perspective
(Journal article; Peer reviewed, 2020)The purpose of this article is to identify various drivers which influence the information communication technology (ICT) departments of collaborative enterprises (CEs) to infuse green information technology (Green IT) and ... -
Configurations of Big Data Analytics for Firm Performance: An fsQCA approach
(Chapter, 2019)With big data analytics growing rapidly in importance, academics and practitioners have been considering the means through which they can incorporate the shifts these technologies bring into their competitive strategies. ... -
Investigating students’ journey through a computer science program using exam data: three new approaches
(Journal article; Peer reviewed, 2019)A computing student will over the first three years of their studies complete approximately 20 exams and even more attempts due to failures and retakes. Details about all exam attempts are stored in a national database ...
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