Blar i Department of Information and Communication Technology på tittel
Viser treff 1183-1202 av 1283
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Transform Diabetes - Harnessing Transformer-Based Machine Learning and Layered Ensemble with Enhanced Training for Improved Glucose Prediction.
(Master thesis, 2023)Type 1 diabetes is a common chronic disease characterized by the body’s inability to regulate the blood glucose level, leading to severe health consequences if not handled manually. Accurate blood glucose level predictions ... -
Transform Diabetes - Harnessing Transformer-Based Machine Learning and Layered Ensemble with Enhanced Training for Improved Glucose Prediction.
(Master thesis, 2023)Type 1 diabetes is a common chronic disease characterized by the body’s inability to regulate the blood glucose level, leading to severe health consequences if not handled manually. Accurate blood glucose level predictions ... -
Transformer Reinforcement Learning for Procedural Level Generation
(Master thesis, 2023)This paper examines how recent advances in sequence modeling translate for machine learning assisted procedural level generation. We explore the use of Transformer based models like DistilGPT-2 to generate platformer levels, ... -
Transformer Reinforcement Learning for Procedural Level Generation
(Master thesis, 2023)This paper examines how recent advances in sequence modeling translate for machine learning assisted procedural level generation. We explore the use of Transformer based models like DistilGPT-2 to generate platformer levels, ... -
Trådløs kommunikasjon i prosessindustrien : case Elkem Fiskaa Silicon
(Master thesis, 2000)Vil innføring av trådløs teknologi ved EFS få konsekvenser for organisasjonsstrukturen og operatørenes arbeidssituasjon? Dette er et av de sentrale spørsmålene i denne rapporten, og ved å analysere fem forskjellige teknologiske ... -
Triangulating Precision: A Comparative Study of Manual and Automated Annotations with YOLO,Azure Custom Vision and Grounded SAM on a Customized Data set for creation of a product for safety of recycling industries
(Master thesis, 2024)This thesis centers on the imperative task of detecting and segmenting batteries within the recycling industry, addressing the need for an efficient and accurate solution. The primary goal is to conduct a comprehensive ... -
Trust-aware RBAC
(Lecture Notes in Computer Science;7531, Chapter; Peer reviewed, 2012)In this paper we propose a trust-aware enhancement of RBAC (TA-RBAC) that takes trustworthiness of users into consideration explicitly before granting access. We assume that each role in the framework is associated with ... -
Tsetlin Machine for Fake News Detection: Enhancing Accuracy and Reliability
(Master thesis, 2023)This thesis aims to improve the accuracy of fake news detection by using Tsetlin Machines (TM). TMs are well suited for noisy and complex relations within the provided data, which on initial analysis, overlaps nicely with ... -
TsetlinGo : Solving the game of Go with Tsetlin Machine
(Master thesis, 2020)The Tsetlin Machine have already shown great promise on pattern recognition and text categorization. The board game GO is a highly complex game, and the Tsetlin Machine have not yet been tested extensively on strategic ... -
Tuning Suricata Intrusion Detection System for High Performance on a Single Non-Uniform Memory Access Node
(Master thesis, 2021)The rapid increase in network capacity poses a challenge in detecting cyber attacks. Suricata is a modern intrusion detection system(IDS) used to monitor network traffic to detect cyberattacks. Telenor is monitoring ... -
Two new sum-of-sinusoids-based methods for the efficient generation of multiple uncorrelated rayleigh fading waveforms
(Journal article; Peer reviewed, 2009)This paper deals with the design of a set of multiple uncorrelated Rayleigh fading waveforms. The Rayleigh fading waveforms are mutually uncorrelated, but each waveform is correlated in time. The waveforms are generated ... -
Two teletraffic-based schemes for energy saving in cellular networks with micro-cells
(Journal article; Peer reviewed, 2012)The energy consumption of Base Stations (BSs) is known to constitute a major part of the power consumption in a cellular network. In this paper, we propose a novel approach which may switch a BS off under light traffic ... -
Ultimate Order Statistics-Based Prototype Reduction Schemes
(Lecture Notes in Computer Science;8272, Chapter; Peer reviewed, 2013)The objective of Prototype Reduction Schemes (PRSs) and Border Identification (BI) algorithms is to reduce the number of training vectors, while simultaneously attempting to guarantee that the classifier built on the reduced ... -
Ultra Reliable Communication in 5G Networks: A Dependability-based Availability Analysis in the Space Domain
(Master thesis, 2017)As our daily life is becoming more dependent on wireless and mobile services, seamless network connectivity is of utmost importance. Wireless networks are expected to handle the growing demand for applications which ... -
Ultra-Low Power Wake-up Radio for 5G IoT
(Journal article; Peer reviewed, 2019)5G Internet of Things (5G IoT), which is currently under development by 3GPP, paves the way for connecting diverse categories of devices to the IoT via cellular networks. For battery-powered low-cost IoT devices, wake-up ... -
UMTS authentication and key agreement : a comprehensive illustration of AKA procedures within theUMTS system
(Master thesis, 2001)This report will give information on the 3rd generation mobile communication system, UMTS, its Authentication and Key Agreement (AKA) procedures and security aspects. It will also describe the ‘UMTS AKA Illustrator’ which ... -
Uncertainty analysis of hydro-meteorological forecasts
(Master thesis, 2010)Meteorological and hydrological forecasts are very important to human’s life which concerns agriculture, industry, transport, etc. The Nordic hydropower industry use and develop hydrological forecasting models to make ... -
Underlay Device-to-Device Communications on Multiple Channels
(Journal article; Peer reviewed, 2018)Since the spectral efficiency of wireless communications is already close to its fundamental bounds, a significant increase in spatial efficiency is required to meet future traffic demands. Device-to-device (D2D) communications ... -
Understanding Brand and Design Aesthetics: An Exploration of Color, Design and Typography
(Master thesis, 2023)This thesis explores the complexities of evolutionary brand design, focusing specifically on the role of color and typography in brand aesthetics. Using a mixed-methods approach incorporating surveys, group discussions, ... -
Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation
(Chapter, 2022)Micro-segmentation of customers in the finance sector is a nontrivial task and has been an atypical omission from recent scientific literature. Where traditional segmentation classifies customers based on coarse features ...