Institutt for IKT og realfag
Recent Submissions
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An Investigation of Credit Card Default Prediction in the Imbalanced Datasets
(Peer reviewed; Journal article, 2020)Financial threats are displaying a trend about the credit risk of commercial banks as the incredible improvement in the financial industry has arisen. In this way, one of the biggest threats faces by commercial banks is ... -
KGen: a knowledge graph generator from biomedical scientific literature
(Peer reviewed; Journal article, 2020)Background Knowledge is often produced from data generated in scientific investigations. An ever-growing number of scientific studies in several domains result into a massive amount of data, from which obtaining new ... -
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 ... -
A Novel Ensemble Representation Framework for Sentiment Classification
(Chapter, 2020)Text representation has a critical impact on the accuracy of text classifiers which is imperative to be strengthened. On the other hand, the question of how the state-of-the-art embeddings outperform previous approaches ... -
A Dynamic Three-Bit Image Steganography Algorithm for Medical and e-Healthcare Systems
(Peer reviewed; Journal article, 2020)Massive advances in internet infrastructure are impacting e-healthcare services compared to conventional means. Therefore, extra care and protection is needed for extremely confidential patient medical records. With this ... -
Applying Deep Learning Technique for Depression Classification in Social Media Text
(Peer reviewed; Journal article, 2020)In social media, depression identification could be regarded as a complex task because of the complicated nature associated with mental disorders. In recent times, there has been an evolution in this research area with ... -
On the Fusion of Text Detection Results: A Genetic Programming Approach
(Peer reviewed; Journal article, 2020)Hundreds of text detection methods have been proposed, motivated by their widespread use in several applications. Despite the huge progress in the area, which includes even the use of sophisticated learning schemes, ad-hoc ... -
A Bibliometric Analysis of Corona Pandemic in Social Sciences: A Review of Influential Aspects and Conceptual Structure
(Peer reviewed; Journal article, 2020)Corona pandemic has affected the whole world, and it is a highly researched area in biological sciences. As the current pandemic has affected countries socially and economically, the purpose of this bibliometric analysis ... -
A Change-Driven Image Foveation Approach for Tracking Plant Phenology
(Peer reviewed; Journal article, 2020)One of the challenges in remote phenology studies lies in how to efficiently manage large volumes of data obtained as long-term sequences of high-resolution images. A promising approach is known as image foveation, which ... -
Fine-Grained Sentiment Analysis for Measuring Customer Satisfaction Using an Extended Set of Fuzzy Linguistic Hedges
(Peer reviewed; Journal article, 2020)In recent years, the boom in social media sites such as Facebook and Twitter has brought people together for the sharing of opinions, sentiments, emotions, and experiences about products, events, politics, and other topics. ... -
Digital Kompetanse i Barneskulane i Giske
(Research report, 2020) -
A Soft Computing Approach for Selecting and Combining Spectral Bands
(Peer reviewed; Journal article, 2020)We introduce a soft computing approach for automatically selecting and combining indices from remote sensing multispectral images that can be used for classification tasks. The proposed approach is based on a Genetic-Programming ... -
Corresponding Assessment Scenarios in Laboratory and On-Court Tests: Centrality Measurements by Complex Networks Analysis in Young Basketball Players
(Peer reviewed; Journal article, 2020)Besides technical and tactical aspects, basketball matches involve high aerobic and anaerobic capacities, conferring the final performance of a team. Thus, the evaluation of physical and technical responses is an effective ... -
Maoyi prosjektet
(Bachelor thesis, 2020)Prosjektet er basert på et oppdrag fra Giske kystfiske der de etterspør en applikasjon som kan brukes til kjøp og salg av fisk og skalldyr. Applikasjonen skal bidra til å være et mellomledd mellom selger og kjøper. Markedet ... -
Sorting of Fish Using Machine Vision
(Bachelor thesis, 2020)Denne rapporten omhandler bruk av maskinsyn innen fiskenæringen. Oppgaven er gitt av MMC First Process som en bacheloroppgave til studenter ved NTNU i Ålesund. Formålet med oppgaven er å vurdere mulighetene maskinsyn gir, ... -
Towed ROV
(Bachelor thesis, 2020)I denne rapporten blir konseptet rundt en «Towed ROV» studert. Den er gitt av NTNU Ålesund, og er basert på videreutvikling av designet fra forrige års «Towed ROV» bachelorrapport. «Towed ROV» fungerer som en flerbruksplattform ... -
The Optimal Train Reference - A Simplified ERTMS Data Analysis
(Bachelor thesis, 2020)Den optimale togreferansen - en forenklet ERTMS-dataanalyse er en bacheloroppgave utført av en student innen ingeniørfag - data. Prosjektet var gitt av Abraham Mosy, en senior ingeniør i Bane NOR, som er et statlig selskap ... -
Komprimering av hovedtavler på skip
(Bachelor thesis, 2020)Denne oppgaven har som mål å se på mulighetene til å komprimere en hovedtavle for et skip ved å benytte standard industrihardware. Ved å benytte touchpanel, PLSer og ABB Emax 2-brytere kan mengden komponenter i tavlen ... -
Application-Oriented Retinal Image Models for Computer Vision
(Peer reviewed; Journal article, 2020)Energy and storage restrictions are relevant variables that software applications should be concerned about when running in low-power environments. In particular, computer vision (CV) applications exemplify well that ... -
Autonomous inspections for process industry by a quadruped robot with use of neural networks
(Bachelor thesis, 2020)Dette prosjektet har som mål å utvikle en firebent robotprototype for autonome inspeksjoner i prosessindustrien med bruk av nevrale nettverk. Dette inkluderer modellering og bygging av en prototype som kan utstyres med ...
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