Browsing NTNU Open by Title
Now showing items 39398-39417 of 100646
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Granulocyte and monocyte CD11b expression during plasma separation is dependent on complement factor 5 (C5) – an ex vivo study with blood from a C5‐deficient individual
(Journal article, 2018)The aim of the study was to investigate the role of complement factor 5 (C5) in reactions elicited by plasma separation using blood from a C5‐deficient (C5D) individual, comparing it to C5‐deficient blood reconstituted ... -
A graph attention network for road marking classification from mobile LiDAR point clouds
(Journal article; Peer reviewed, 2022) -
Graph Convolutional Networks for Predicting Cerebral Palsy in Infants
(Master thesis, 2021) -
Graph diffusion kernel LMS using random Fourier features
(Chapter, 2021)This work introduces kernel adaptive graph filters that operate in the reproducing kernel Hilbert space. We propose a centralized graph kernel least mean squares (GKLMS) approach for identifying the nonlinear graph filters. ... -
Graph Gaussian Process Classifier with Anchor Graph and Label Propagation
(Master thesis, 2021)Gaussiske prosesser er en viktig metode for maskinlæring da den lar oss sette en prioritet p˚a formen til en funksjon, og den arver fine egenskaper fra normalfordelingen. Den har blitt brukt b˚ade som en regresjons- og ... -
Graph Kernel Recursive Least-Squares Algorithms
(Chapter, 2022)This paper presents graph kernel adaptive filters that model nonlinear input-output relationships of streaming graph signals. To this end, we propose centralized and distributed graph kernel recursive least-squares (GKRLS) ... -
A graph neural approach for group recommendation system based on pairwise preferences
(Peer reviewed; Journal article, 2024)Pairwise preference information, which involves users expressing their preferences by comparing items, plays a crucial role in decision-making and has recently found application in recommendation systems. In this study, ... -
Graph neural network-based virtual network function deployment optimization
(Peer reviewed; Journal article, 2021)Software-defined networking (SDN) and network function virtualization (NFV) help reduce the operating expenditure (OPEX) and capital expenditure (CAPEX) as well as increase the network flexibility and agility. However, ... -
Graph Representation of DNS-related Data for Detecting Malicious Actions
(Master thesis, 2020)Skadevare er et økende problem innen cybersikkerhet. Forskning viser at en stor andel av skadevaren benytter seg av DNS-protokollen for å utføre ondsinnede handlinger. Da DNS-protokollen først ble utviklet var ikke sikkerhet ... -
Graph representation of documents content and its suitability for text mining tasks
(Master thesis, 2011)Association rules mining is one of the the most relevant techniques of data mining. It has been also applied in the domain of text mining, but the results are hard to interpret. In this matter, an Association Network is ... -
Graph theoretical approach to sexual predator detection
(Master thesis, 2021)Med teknologispredningen er vi i stand til å komme i kontakt med venner langt unna så vel som ukjente personer. Bak skjermer kan personer med onde hensikter skjule identiteten deres og handle i frihet. Overgripere tar ... -
Graph-based methods for data-driven reservoir modeling
(Master thesis, 2023)Datadrevne metoder innen reservoarmodellering inkluderer både fullt ut databaserte maskinlæringsmetoder og historietilpasning av tradisjonelle matematiske modeller. I denne oppgaven foreslår vi en type hybride, grafbaserte ... -
Graph-Based Multi-Modal SLAM for Resilience in Sensor-Degraded Environments
(Master thesis, 2021)Pålitelig og nøyaktig samtidig lokalisering og kartlegging (SLAM) er en nødvendig forutsetning for vellykket bruk av autonome systemer, som gjør det mulig for roboter å kartlegge og navigere omgivelsene sine, uten bruk av ... -
Graph-based Natural Language Processing: Graph edit distance applied to the task of detecting plagiarism
(Master thesis, 2012)The focus of this thesis is the exploration of graph-based similarity, in the context of natural language processing. The work is motivated by a need for richer representations of text. A graph edit distance algorithm was ... -
Graph-based Path Planning in a Simulated Rough Terrain
(Bachelor thesis, 2023)Denne rapporten beskriver implementasjonen av baneplanleggingsrammeverket, GBPlanner2, for en simulert versjon av Lone Wolf ATVen. Rapporten dekker også implementasjon av viapunktfunksjonalitet. Spesifikasjoner, design og ... -
Graph-Based Representations for Textual Case-Based Reasoning
(Master thesis, 2011)This thesis presents a graph-based approach to the problem of text representation. The work is motivated by the need for better representations for use in textual Case-Based Reasoning (CBR). In CBR new problems are solved ... -
Graph-based slam and navigation in a simulated environment and buoy classification using YOLO for an Autonomous Surface Vessel
(Bachelor thesis, 2020)AutoDrone konkurransen er et nasjonalt maritimt robotikk event holdt av Universitetet i Sør-Øst Norge (USN) og er holdt i Horten, Norge. Konkurransen er åpen for fullstendig autonome og ubenammede båter innen gitte ... -
Graph-Based Storage In Social Networks
(Master thesis, 2016)How do we efficiently store an ever-growing amount of data? How do we retrieve and analyze relationships between data quickly? These are among the concerns faced by companies such as Google, Yahoo, Amazon, and Facebook ... -
Graph-theoretic approaches and tools for quantitatively assessing curricula coherence
(Peer reviewed; Journal article, 2020)In this paper, we propose a method to analyse the coherence of existing curricula at higher education institution. We focus our attention to engineering programmes at universities but the proposed method is by no means ... -
Graphene Family Nanomaterial Reinforced Magnesium-Based Matrix Composites for Biomedical Application: A Comprehensive Review
(Peer reviewed; Journal article, 2020)Together with the enhancement of the load-bearing implant process for bone substitution and reproduction, an increasing requirement was observed concerning biodegradable magnesium and its alloys with lighter density and ...