Doctoral theses (PhD, 1998-)
Main supervisor:
Hoda Nikpour (2015-, "Problem Solving in Uncertain Domains by a Bayesian Supported Knowledge-Intensive Case-Based Reasoning Method")
Tor Gunnar Høst Houeland (2020, "Automated lazy metalearning in introspective reasoning systems".)
Joerg Cassens (2008, Dr.Scient., "Explanation Awareness and Ambient Intelligence as Social Technologies")
Waclaw Kusnierczyk (2008, Dr.Ing., "Augmenting Bioinformatics Research with Biomedical Ontologies")
Anders Kofod-Petersen (2007, Dr. Scient., "A case-based Approach to Realising Ambient Intelligence among Agents")
Frode Sørmo (2007, Dr. Scient., "Case-Based Tutoring with Concept Maps")
Mingyang Gu
(2006, PhD, "Knowledge-Intensive Conversational Case-Based Reasoning in Software Component Retrieval").
Pinar Özturk
(1999, Dr.Scient., "A knowledge-level model of context and context use in diagnostic domains").
Morten J. F. Grimnes (1998, Dr.Scient., "Image
Creek: A Knowledge Level Approach to Case-based Image Interpretation").
Co-supervisor:
Bjørn Magnus Mathisen (2015-, "Using similarity learning to enable decision support in aquaculture"), with Kerstin Bach as main supervisor
Igor Barros Barbosa (2013-, Biometrical methods), with Theoharis Theoharis, IDI, as main supervisor.
Gleb Sizov (2017, Textual case-based reasoning), with Pinar Özturk, IDI, as main supervisor.
Kai Olav Ellefsen (2015, Generating close to optimal learning rules for ANNs by use of evolutionary algorithms), with Keith Downing, IDI, as main supervisor.
Rikke Amilde Løvlid (2005-, "Internal models as echo-state networks - Learning to Execute Arm Movements"), with Pinar Özturk, IDI, as main supervisor.
Min Shi (2013, "Bio-inspired algorithms mimicking biological networks (other than neural networks) to create intelligence in computers"), with Keith Downing, IDI, as main supervisor.
Samad Valipour Shokouhi (2013, "Real-time optimization of drilling operation by using artificial intelligence"), with Pål Skalle, IPT, as main supervisor.
Jafar Abdollahi (2008, Ph.D, "Analysing Complex Oil Well Problems through Case-Based Reasoning"), with
Pål Skalle, IPT, as main supervisor
Helge Langseth (2006, Ph.D, "Bayesian Networks
with Applications in Reliability Analysis", with
Bo Lindquist, IMF, as main supervisor
Main supervisor:
Martin Bjerke (2019, Leak detection in water distribution networks using gated recurrent neural networks). Co-supervised by Mari Hugaas, Norkart.
Olof Andreas Bergmann (2019, Prediction of personalized speed skating results using case-based reasoning). Co-supervised by Hvard Myklebust, University of Stavanger.
Ole Berdal (2019, Mixed attribute types in similarity measure in the retrieval step of case-based reasoning). Co-supervised by Ketil B¿, Trollhetta AS.
Alexander Martin Olofsson (2017, Tactile-sensitive robotic grasping of food compliant objects with deep learning as a learning policy). Co-supervised by Ekrem Misimi, Sintef Ocean.
Håkon Måløy (2017, A Dual-Stream Deep Learning Architecture for Action Recognition in Salmon from Underwater Video). Co-supervised by Ekrem Misimi, Sintef Ocean.
Kari Skjold (2017, Case-Based Reasoning and Computational Creativity in a Recipe Recommender System, with Marthe Sofie Øynes, and Kerstin Bach as de facto main supervisor)
Marthe Sofie Øynes (2017, Case-Based Reasoning and Computational Creativity in a Recipe Recommender System, with Kari Skjold, and Kerstin Bach as de facto main supervisor)
Anders Nikolai Fuglseth (2016, Growing a Forest: Genetic Decision tree Induction, co-supervised by Ketil Bø, Trollhetta)
Niklas Bae Pedersen (2016, Decision Support for Predictive Maintenance of Exposed Aquaculture Structures), with Fredrik Roppestad, co-supervised by Gunnar Senneseth, Sintef
Fredrik Lindahl Roppestad (2016, Decision Support for Predictive Maintenance of Exposed Aquaculture Structures), with Niklas Pedersen, co-supervised by Gunnar Senneseth, Sintef
Susanne Gustavsen (Master i informatikk, Methods for planning of AtB bus routes), jointly with Hanne Gunby, Co-supervised by Anders Kofod-Petersen, IDI
Hanne Gunby (Master i informatikk, Methods for planning of AtB bus routes), jointly with Susanne Gustavsen, Co-supervised by Anders Kofod-Petersen, IDI
Mads Opheim (2014, Creek and Description Logics)
Marius Ekerholt (2014, Master i teknologi, "A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis" - joint with Folleshø and Heimark).
Sondre Lucas Follesø (2014, Master i teknologi, "A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis" - joint with Heimark and Ekerholt).
Øystein Heimark (2014, Master i teknologi, "A System for Conversational Case-Based Reasoning in Multiple-Disease Medical Diagnosis" - joint with Folleshø and Ekerholt).
Mads Opheim (2014, Master i teknologi, "CREEK and Description Logics". Co-supervised by Roar Fjellheim, Computas AS.
Ole Johan Andersen (2012, Master i informatikk, "How Case-based Reasoning can be used to predict and improve Traffic Flow in Urban Intersections". Co-supervised by Anders Kofod Petersen, IDI.)
Sigurd Fosseng (2012, Master in informatikk, "Learning distance functions in k-Nearest Neighbors". Co-supervised by Helge Langseth, IDI and Sigve Hovda, Verdande Technology.)
Andreas Ståleson Landstad (2012, Master i teknologi, "Enhanced Similarity Matching by Grouping of Features". Co-supervised with Sigve Hovda, Verdande Technology.)
Fredrick Strøm (2012, Master i teknologi, "Controlling a Signal-Regulated Pedestrian Crossing using Case-Based Reasoning" - joint with Kheramandi. Co-supervised by Anders Kofod Petersen, IDI.).
Øyvind Shahin Berntsen Kheramandi (2012, Master i teknologi, "Controlling a Signal-Regulated Pedestrian Crossing using Case-Based Reasoning" - joint with Strøm. Co-supervised by Anders Kofod Petersen, IDI.)
Eivind R Solbakken (2012, Master i teknologi, "Case-Based Reasoning for Adaptive Strategies in Texas Hold'em Poker" - joint with Ommedal)
Jan Berge Ommedal (2012, Master i teknologi, "Case-Based Reasoning for Adaptive Strategies in Texas Hold'em Poker" - joint with Solbakken)
Øivind Valen Sendstad (2012, Master i informatikk, "Enabling an Automated Monitor Layer for RDF using Integrity Constraints")
Marte Garaas (2011, Master i teknologi, "Case-Based Reasoning in Identifying Causes of Fish Death in Industrial Fish Farming" - joint with Stevning. Co-supervised by Gunnar Senneset, Sintef Fiskeri og Havbruk.)
Geir Ole Hiåsen Stevning (2011, Master i teknologi, "Case-Based Reasoning in Identifying Causes of Fish Death in Industrial Fish Farming" - joint with Garaas. Co-supervised by Gunnar Senneset, Sintef Fiskeri og Havbruk.)
Sebastian Helstad Unger(2011, Master i teknologi, "Interating CBR and BN for Decision Making with Imperfect Information")
Anne-Marit Gravem (2010, Master i teknologi, "Integrating Case-Based and Bayesian Reasoning for Decision Support")
Kim Ohme Pedersen(2010, Master i teknologi, "Explanation Methods in Clinicsal Decision Support")
Thomasz Szcepanski (2010, Master i teknologi, "Game AI: Micro-Manaement in StartCraft")
Ruben Grønning Spaans (2010, Master i teknologi, "Improving sliding-block puzzle solving using meta-level reasoning". Co-supervised by Tor Gunnar Houeland, IDI)
Azeb Bekele Eshete (2009, Master i teknologi, "Integrated Case Based and Rule Based Reasoning for Decision Support")
Martin Johansen Gunnerud (2009, Master i teknologi, "A CBR/RL system for learning micromanagement in real-time strategy games")
Tor Gunnar Høst Houeland (2008, Master i teknologi, "Reuse of Past Games for Move Generation in Computer Go ")
Ida Korsvoll
(2007, Master i teknologi, "Conversational CBR for an Adaptive Question Answering System ")
Ida Stenerud,
(2007, Master i teknologi, "Case-based Reasoning in Text Document Classification ")
Tor Henrik Aasness Marthinsen
(2007, Master i teknologi, "Conversational CBR for Improved Patient Information Acquisition ")
Erik Stiklestad (2007, Master i teknologi, "Reusing External Library Components in the Creek CBR System")
Hans Arne Vartdal
(2007, Master i informatikk, "Dialogue Learning in CCBR")
Anders Oredsson (2007, Master i informatikk, "Cognitive video surveillance: an ANN/CBR hybrid approach")
Martin Stige
(2006, Master i informatikk, "Representing and reasoning with constraints in Creek").
Mikael Fidjeland
(2006, Master i informatikk, "Distributed Knowledge in CBR; Knowledge Sharing and Reuse within the Semantic Web").
Inge Aasmund Valaas
(2005, Master i informatikk, "A Data-Intensive Approach to Prediction of Unwanted Events during Oil and Gas Well Drilling).
Knut Eivind Brennhaug (2005, master i teknologi, "EventSeer: Testing Different Approaches to Topical Crawling for Call for Paper Announcements")
Stig Hollund
(2005, Master i informatikk, "Text mining for generation of structured cases")
Elise Bakke
(2005, Master i teknologi, "Knowledge acquisition and modelling for knowledge-intensive CBR").
Tore Brede
(2005, Master i teknologi, "Reasoning with sequences of events in knowledge-intensive CBR")
Peter Svedberg
(2004, Cand.scient., "Steps towards an empirically responsible AI: A methodologial and theoretical framework").
Stein Erik Engelsi
(2003, cand.scient., "Intergration of Neural Networks in Knowledge - Intensive CBR").
Ellen Lippe
(2002, Cand.scient., "Learning support by reasoning with struckered cases").
Stein Løkke Tomassen
(2002, Cand.scient., "Semi - automatic generation of ontologies for knowledge - intensive CBR").
Martha Dørum Jære
(2001, Cand.scient., "Time sequences in case -based reasoning").
Amund Nedland
(2000, Siv.ing., Case-based reasoning in safety management). Joined Sydvest Programvare AS.
Frode Sørmo
(2000, Cand.scient., "Plausible inheritanse: Semantic network inference for case - based reasoning").
Lars Erik Roald
(2000, Cand.scient., "Learning Bayesian networks from data").
Geir Tjørhom (2000, Cand.scient., "Case-Based Natural Language Processing").
Torgeir Dingsøyr (1998, siv.ing., Hovedoppgave: "Integration of Data
Mining and Case-Based Reasoning")
Heidi Fjorden (1998, cand.scient., Hovedfagsoppgave: "Case-basert læring
av erfaring".
Siri Coldevin Vikan (1998, cand.scient., Hovedfagsoppgave: "Intelligente,
samarbeidende agenter som lærer ev erfaring")
Jan Ståle Berg (1997, cand.scient., Hovedfagsoppgave: "A Knowledge-Based Hypertext System
for Tutoring and Teaching").
Emmanuel Akrasi (1997, cand. scient., Hovedfagsoppgave: "Integration
of Rule-based and Case-based Reaosning").
Ole Martin Winnem (1996, cand.scient., Hovedfagsoppgave: "Integrating Knowledge Level and
Symbol Level Modelling - The CREEST Workbench".
Ståle Heitmann (1996, cand-scient., Hovedfagsoppgave: "Integrating Retrieval and Reuse of
Case-Specific Knowledge").
Fred Johansen (1996, cand.scient., Hovedfagsoppgave: "Software for Intelligent Network Agents").
Arnt Åge Lockert (1995, cand.scient., Hovedfagsoppgave: "Adaptasjon i case-basert resonnering").