Blar i Fakultet for informasjonsteknologi og elektroteknikk (IE) på emneord "Datateknologi, Intelligente systemer"
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A Committee of One - Using Dropout for Active Learning in Deep Networks
(Master thesis, 2015)In many of the problem domains typically tackled by deep learning, data is plentiful and cheap but labeling of the data is tedious and expensive. Letting a model actively select the data instances it is uncertain about ... -
A Hybrid Recommender System for Context-Aware Recommendations of Restaurants
(Master thesis, 2016)Recommender systems have cemented themselves in the daily online activities of most people, and they have been successfully applied across a range of different domains. However, they have yet to make the big breakthrough ... -
A new GPU-based Hybrid Approach to 3D Ultrasound Reconstruction - Quality Reconstruction with Top-End Performance in FAST
(Master thesis, 2016)Ultrasound imaging is a versatile, portable, and low cost medical imaging modality. It produces real-time data from a local area in the scanned person, or object, useful in use cases such as intra-operative imaging. Freehand ... -
A Shared Memory Structure for Cooperative Problem Solving
(Master thesis, 2006)The contribution of this thesis is a framework architecture for cooperative distributed problem solving in multiagent systems using a shared memory structure. Our shared memory structure, the TEAM SPACE, coordinates the ... -
A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis
(Master thesis, 2014)In this thesis, we develop a model that uses Conversational Case-Based Reasoning (CCBR) in order to help physicians diagnose patients. To be able to process the vast amount of information embedded in the domain of general ... -
An Application of Evolutionary Algorithms to Music: - Co-Evolving Melodies and Harmonization
(Master thesis, 2016)Algorithmic composition is a field that is close to 60 years old, and has seen much research. Systems today are able to do a wide range of compositional tasks, ranging from simple melody generation to fully automated ... -
Analysis and Synthesis of Rope Rosettes
(Master thesis, 2016)Creating rose rosettes and other similar interlace patterns is an old form of creative expression. Rope rosettes is rooted in the seafaring tradition, where they were made both for decoration, to protect the sailors from ... -
Analysis of Driving Data and Safe Driving Scoring Algorithms
(Master thesis, 2018)Traditionally, car insurance companies have had to rely on very rough estimates of risk posed by customers, based on age, gender, postal code, etc. Newer technologies such as the smart phone, custom made telematics boxes ... -
Aquaculture Simulator
(Master thesis, 2015)Salmon fish farming has evolved to become a multi-billion dollar industry for Norway, with a significant growth in the last 10 years. With the introduction of modern and advanced technical equipment and higher environmental ... -
Automatic Analysis and Presentation of Learning Resources
(Master thesis, 2016)This master thesis investigates how to make examples of student assignments searchable online, and hence better accessible. Dokker.no provides a platform where students can document their work, given a provided assignment. ... -
Automatic diagnosis of ultrasound images using standard view planes of fetal anatomy
(Master thesis, 2006)The use of ultrasound has revolutionised the area of clinical fetal examinations. The possibility of detecting congenital abnormalities at an early stage of the pregnancy is highly important to maximise the chances ... -
Automatisk nummerskiltgjenkjenning for mobile enheter
(Master thesis, 2015)Denne masteroppgaven skal utforske systemer og nylige publikasjoner for automatisk nummerskiltgjenkjenning, og foreslå et nytt system som er designet for en mobil enhet. Detaljer rundt en implementasjon er også presentert. ... -
Automatisk visuelt inspeksjonssystem
(Master thesis, 2006)Denne hovedoppgaven er rettet mot en praktisk implementasjon av et automatisk visuelt inspeksjonssystem. På bakgrunn av en serie av treningsbilder er målsetningen at systemet skal kunne klassifisere objekters avbildninger ... -
Balancing Real-Time Strategy Games - Exploring the feasibility of using Artificial Intelligence Techniques to evaluate Balance in Real-Time Strategy Games
(Master thesis, 2017)Of the most important things when creating a good Real-Time Strategy game (RTS) is ensuring that it is balanced. When a game is \emph{imbalanced}, some strategies are given far more weight due to their disproportionate ... -
Case Based Reasoning and Adaptation for Warmachine
(Master thesis, 2017)The project explores a case-based reasoning system for the miniature war game Warmachines. Case based reasoning is a powerful method for computer reasoning that mimics human problem solving. Adaptation is the main focus ... -
Case Based Surveillance System
(Master thesis, 2006)Many problems in the field of automatic video surveillance exists today. Some have yet to be overcome. One of these problems is how a computer system automatically can determine if a situation should cause an alarm or not. ... -
Case-based Reasoning in Text Document Classification
(Master thesis, 2007)This work investigates document classification in Case-Based Reasoning (CBR). The investigation is exemplified by the design and implementation of a system that uses the knowledge-intensive CBR framework Creek to categorize ... -
CBR for Winter Road Operation at Dovrefjell
(Master thesis, 2016)In the winter, driving conditions can be worsened because of weather conditions. Roads that go over the tree line are particularly vulnerable to bad weather condition. In really bad weather, roads might even need to be ... -
CBR-based Explanation-aware Army Builder for Warhammer Fantasy Battle
(Master thesis, 2015)Warhammer Fantasy Battle is a board game with two distinct phases, building army lists and using these armies in combat. The army list creation can be viewed as complex resource optimization problem, where the goal is to ... -
Cellular Automata Transition Rules Represented using Compositional Pattern Producing Network - A novel approach through NeuroEvolution of Augmenting Topologies
(Master thesis, 2017)A system for developing CPPNs was made specifically for the purpose of use for CAs, through the NEAT methodology.