Prof. Agnar Aamodt

Norwegian University of Science and Technology, Norway

Email: agnar.aamodt@idi.ntnu.no

Qualifications

Ph.D., Norwegian University of Science and Technology, Norway

M.Sc., Norwegian University of Science and Technology, Norway

Publications (Selected)

1. Axel Tidemann, Finn Olav Bjørnson, Agnar Aamodt: Case-Based Reasoning in a System Architecture for Intelligent Fish Farming. Accepted for publication in Proceedings of The 11th Scandinavian Conference on Artificial Intelligence (SCAI 2011),Trondheim,NorwayMay 24th - 26th, 2011. 10 pgs. IOS Press.
2. Tor Gunnar Houeland, Agnar Aamodt: An Effcient Hybrid Classiffcation Algorithm - an Example from Palliative Care. Accepted for publication in The 6th International Conference on Hybrid Artificial Intelligence Systems (HAIS´11),Wroclaw,Poland, May 23-25, 2011. 8 pgs. Spinger Lecture Notes in Computer Science.
3. Pal Skalle, Agnar Aamodt, Odd Erik Gundersen: Transfer of experience for improved oil well drilling. In R. Sundaravadivelu, SP. Subramanian, and R. Sharma (eds): Proceedings of the First International Conference on Drilling Technology(ICDT - 2010) and National Workshop on Manpower Development in Petroleum Engineering (NWMDPE - 2010), November 18-21,Chennai,India. IndianInstituteofTechnologyMadras, ISBN: 978-93-80689-03-6. pp 249-257.
4. Tore Bruland, Agnar Aamodt, Helge Langseth: Architectures intergating case-based reasoning and Bayesian networks for clinical decision support. Proceedings of IIP2010 - 6th International Conference on Intelligent Information Processing. IFIP Conference Series.Manchester,UK, October 13-16 2010. Springer Verlag, 2010. pp 82-91.
5. Samad Valipour Shokouhi, Agnar Aamodt, Pal Skalle: Applications of CBR in oil well drilling. Proceedings of IIP2010 - 6th International Conference on Intelligent Information Processing. IFIP Conference Series.Manchester,UK, October 13-16 2010. Springer Verlag, 2010. pp 102-111.
6. Agnar Aamodt, Odd Erik Gundersen, Jon Havard Loge, Elisabeth Wasteson, Tomasz
7. Szcepanski: Case-based reasoning for assessment and diagnosis of depression in palliative care.Proceedings of CBMS 2010 - The 23RD IEEE International Symposium on Computer-Based Medical Systems.Perth,Australia, October 12-15 2010. IEEE Symposium Series, 2010.
8. Tor Gunnar Houeland, Agnar Aamodt: The utility problem for lazy learners - towards a non-eager approach. Proceedings of the 9th International Conference on Case-Based Reasoning, ICCBR 2010,Alessandria,Italy, July 2010. Lecture Notes in Artificial Intelligence 6176, Springer Verlag, ISSN-0302-9743, 2010. pp. 141-155.
9. Anders Kofod-Petersen, Helge Langseth, Agnar Aamodt: Explanations in Bayesian networks using provenance trough case-based reasoning. 18th International Conference on Case-Based Reasoning, ICCBR 2010,Alessandria,Italy, July 2010. Workshop Proceedings.School of Electrical Engineering,OhioUniversity, 2010. pp. 79-86.
10. Samad Valipour Shokouhi, Agnar Aamodt, Pal Skalle: A semi-automatic method for case acquisition in CBR; A study in oil well drilling. Proceedings of IASTED International Conference on Artificial Intelligence and Applications (AIA-2010),Innsbruck, February 15-17 2010. ACTA Press, 2010. pp 263-270.
11. Samad Valipour Shokouhi, Agnar Aamodt, Pål Skalle: Comparing two types of knowledgeintensive CBR for optimized oil well drilling. Proceedings of the 4th Indian International Conference on Artificial Intelligence (IICAI-09), TumkurIndia, December 16-18, 2009. IICAI 2009. pp. 722-737.
12. Samad Valipour Shokouhi, Pal Skalle, Agnar Aamodt, Frode Sørmo: Integration of real-time data and past experiences for reducing operational problems. Proceedings of International Petroleum Technology Conference (IPTC 2009), Quatar, December 7-9, 2009. SPE 2009.
13. Tor Gunnar Houeland, Agnar Aamodt: An introspective component-based approach for metalevel reasoning in clinical decision-support systems. Proceedings of the First Norwegian Artificial Intelligence Symposium (NAIS'09),Trondheim, November 26-28 2009. Tapir Forlag, pp. 121-132.
14. Agnar Aamodt: Integrated Reasoning Systems - A Knowledge-Level Perspective with a Case Based Bias. Proceedings of the First Norwegian Artificial Intelligence Symposium (NAIS'09),Trondheim, November 26-28 2009. Tapir Forlag, pp. 143-153.
15. Anders Kofod-Petersen, Agnar Aamodt: Case-based Reasoning for Situation-aware Ambient Intelligence: A Hospital Ward Evaluation Study. Proceedings of the 8th International Conference on Case-Based Reasoning, ICCBR 2009,Seattle, July 2009. Lecture Notes in Artificial Intelligence 5650, Springer Verlag, ISSN-0302-9743. s. 450-464.
16. Samad Valipour Shokouhi, Agnar Aamodt, Pal Skalle and Frode Sørmo: Determining root causes of drilling problems by combining cases and general knowledge. Proceedings of the 8th International Conference on Case-Based Reasoning, ICCBR 2009,Seattle, July 2009. Lecture Notes in Artificial Intelligence 5650, Springer Verlag, ISSN-0302-9743. s. 509-523.
17. Tor Gunnar Houeland, Agnar Aamodt: Towards an Introspective Architecture for Meta-level Reasoning in Clinical Decision Support Systems. Proceedings of the Workshop on CBR in the Health Sciences, 8th International Conference on Case-Based Reasoning, ICCBR 2009,Seattle, July 2009. pp. 235-244.
18. Tomasz Szczepanski, Agnar Aamodt: Case-based Reasoning for Improved Micromanagement in Real-Time Strategy Games. Proceedings of the Workshop on Case-Based Reasoning for Computer Games, 8th International Conference on Case-Based Reasoning, ICCBR 2009, Seattle, July 2009. pp. 139-148.

Profile Details

http://www.idi.ntnu.no/~agnar/eng.html