Browsing NTNU Open by Author "Aamodt, Agnar"
Now showing items 1-20 of 66
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A CBR/RL system for learning micromanagement in real-time strategy games
Gunnerud, Martin Johansen (Master thesis, 2009)The gameplay of real-time strategy games can be divided into macromanagement and micromanagement. Several researchers have studied automated learning for macromanagement, using a case-based reasoning/reinforcement learning ... -
A Combined Swarm System for the Urban Transit Routing Problem
Gunby, Hanne; Gustavsen, Susanne (Master thesis, 2015)The goal of this thesis is to develop a system that improves urban transit networks. A good transit network can reduce the number of vehicles on the road as people will favor public transport over private transportation. ... -
A Data-intensive Approach to Prediction of Unwanted Events during Oil and Gas Well Drilling
Valås, Inge Åsmund (Master thesis, 2005)A Data-intensive Approach to Prediction of Unwanted Events during Oil and Gas Well Drilling -
A Dual-Stream Deep Learning Architecture for Action Recognition in Salmon from Underwater Video.
Måløy, Håkon (Master thesis, 2017)Over half of the costs from breeding salmon in the Norwegian salmon farming industry comes from feed usage. Today the feeding process is largely a manual labor, requiring an operator to monitor the amount of feed sinking ... -
A spatio-temporal recurrent network for salmon feeding action recognition from underwater videos in aquaculture
Måløy, Håkon; Aamodt, Agnar; Misimi, Ekrem (Journal article; Peer reviewed, 2019)Recent developments have shown that Deep Learning approaches are well suited for Human Action Recognition. On the other hand, the application of deep learning for action or behaviour recognition in other domains such as ... -
A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis
Follesø, Sondre Lucas; Heimark, Øystein; Ekerholt, Marius (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 ... -
A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis
Follesø, Sondre Lucas; Heimark, Øystein; Ekerholt, Marius (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 ... -
Analysing Complex Oil Well Problems through Case-Based Reasoning
Abdollahi, Jafar (Doktoravhandlinger ved NTNU, 1503-8181; 2007:225, Doctoral thesis, 2007)The history of oil well engineering applications has revealed that the frequent operational problems are still common in oil well practice. Well blowouts, stuck pipes, well leakages are examples of the repeated problems ... -
Augmenting Bioinformatics Research with Biomedical Ontologies
Kusnierczyk, Waclaw (Doktoravhandlinger ved NTNU, 1503-8181; 2008:78, Doctoral thesis, 2008)The main objective of the reported study was to investigate how biomedical ontologies, logically structured representations of various aspects of the biomedical reality, can help researchers in analyzing experimental data. ... -
Automatic Fish Classification: Using Image Processing and Case-Based Reasoning
Eliassen, Lars Moland (Master thesis, 2012)Counting and classifying fish moving upstream in rivers to spawn is a useful way of monitoring the population of different species. Today, there exist some commercial solutions, along with some research that addresses the ... -
Bayesian Analysis in a Knowledge-Intensive CBR System
Nikpour, Hoda; Aamodt, Agnar (Chapter, 2017)This study presents a case-based reasoning system that makes use of general domain knowledge - referred to as a knowledge-intensive CBR system. The system applies a Bayesian analysis aimed at increasing the accuracy of the ... -
Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System
Nikpour, Hoda; Aamodt, Agnar; Bach, Kerstin (LNCS;volume 11156, Journal article; Peer reviewed, 2018)This study presents a case-based reasoning (CBR) system that makes use of general domain knowledge - referred to as a knowledge-intensive CBR system. The system applies a Bayesian analysis aimed at increasing the accuracy ... -
Case based reasoning as a model for cognitive artificial intelligence
Craw, Susan; Aamodt, Agnar (Journal article; Peer reviewed, 2018)Cognitive Systems understand the world through learning and experience. Case Based Reasoning (CBR) systems naturally capture knowledge as experiences in memory and they are able to learn new experiences to retain in their ... -
Case-Based Reasoning and Computational Creativity in a Recipe Recommender System
Skjold, Kari; Øynes, Marthe Sofie (Master thesis, 2017)A domain where humans have unfolded their creativity for thousands of years is cooking. However, can a human's creativity within cooking be transferred to a computer program? The case-based reasoning (CBR) methodology ... -
Case-Based Reasoning for Adaptive Strategies in Texas Hold'em Poker
Ommedal, Jan Berge; Solbakken, Eivind R (Master thesis, 2012)Most of the existing poker agents using case-based reasoning (CBR) are based on imitation of other poker agents and have weak capabilities of adapting their own strategies to different opponents or playing styles. We address ... -
Case-Based Reasoning for Decision Support in Search and Rescue
Storvik, May Helen Robertsen (Master thesis, 2020)Hovedredningssentralen (HRS) har hovedansvaret i Norge for å koordinere søks- og rednings (SAR) aksjoner på sjø, land og i luft. SAR tjenester hjelper mennesker som befinner seg i en nødssituasjon ved å redde liv, hvor ... -
Case-Based Reasoning in identifying causes of fish death in industrial fish farming
Garaas, Marte; Hiåsen Stevning, Geir Ole (Master thesis, 2011)Fish farming is a million dollar business world wide, and fish is in fact the third mostimportant export product after oil/gas and metal in Norway. There are a lot of different aquaculture sites which produce fish along ... -
Case-based Reasoning in Text Document Classification
Stenerud, Ida Sofie Gebhardt (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 ... -
Case-based Reasoning in Text Document Classification
Stenerud, Ida Sofie Gebhardt (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
Gustafsson, Erik (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 ...