Agnar Aamodt
Selected Publications (in English)
There is also a paper list
with brief abstracts
(does not include short papers, books, and reports).
Anders Kofod-Petersen, Agnar Aamodt:
Contextualised ambient intelligence through case-based reasoning. To appear in Proceedings of the 8th European Conference on
Case-Based Reasoning, ECCBR 2006, Ölüdeniz/Fethiye, Turkey, September 4th-7th, 2006. Lecture Notes in Computer Science, Springer Verlag.
Mingyang Gu, Agnar Aamodt:
Evaluating CBR systems using different data sources: a case study. To appear in Proceedings of the 8th European Conference on
Case-Based Reasoning, ECCBR 2006, Ölüdeniz/Fethiye, Turkey, September 4th-7th, 2006. Lecture Notes in Computer Science, Springer Verlag.
Mingyang Gu, Agnar Aamodt:
Dialog Learning in Conversational CBR. Proceedings of the 19th International FLAIRS Conference
(Florida Artificial Intelligence Research Society), Melbourne Beach, Florida, May 11-13, 2006, AAAI Press. pp 358-363.
Frode Sørmo, Jörg Cassens, Agnar Aamodt: Explanation in Case-Based Reasoning;
Perspectives and Goals
. Artificial Intelligence Review. Vol 24, no. 2, October 2005. pp. 109–143.
Michael M. Richter and Agnar Aamodt:
Case-based reasoning foundations.
Knowledge Engineering Review, Vol. 20, Issue 03, September 2005. Cambridge University Press. pp 203-207.
Ramon López de Mántaras, David McSherry, Derek Bridge, David Leake, Barry Smyth,
Susan Craw, Boi Faltings, Mary Lou Maher, Michael Cox, Kenneth Forbus, Mark Keane, Agnar Aamodt, and Ian Watson:
Cindy Marling, Edwina Rissland and Agnar Aamodt:
Integrations with case-based reasoning
Knowledge Engineering Review, Vol. 20, Issue 03, September 2005. Cambridge University Press. pp 241-245.
Mingyang Gu, Agnar Aamodt: A Knowledge-Intensive Method for Conversational
CBR. In: Héctor Muñoz Avila, Francesco Ricci (eds.), Case-Based Reasoning Research
and Development, 6th International Conference on Casxe-Based Resoning,Proceedings.
Chicago, Aug 23-26, 2005. Lecture Notes in Artificial Intelligence 3620, Springer Verlag
2005, pp. 296-311. ISSN 0302-9743.
Waclaw Kusnierczyk, Agnar Aamodt, Astrid Lægreid: Knowledge-intensive case-based
support for automated explanation of biological phenomena.
In: 6th International
Conference on Case-Based Reasoning, Workshop Proceedings. Chicago, Aug 23-26, 2005.
DePaul University, Chicago, 2005. pp. 62-71.
Mingyang Gu, Xin Tong, Agnar Aamodt:
Comparing Similarity Calculation Methods in Conversational CBR.
In: IEEE IRI2005; Information Reuse and Integration. IEEE Computer Society Press 2005. ISBN 0-7803-9093-8. pp. 427-432.
Agnar Aamodt: Case-based reasoning and intelligent tutoring.
Funk, P., Rognvaldsson, T., Xiong, N.(eds.), SAIS-SSLS Proceedings. Västerås, Sweden, April 20-22, 2005.
Mälardalen Högskola, Västerås, 2005. pp. 8-22.
Pål Skalle, Agnar Aamodt: Knowledge-based
decision support in oil well drilling. Zhongzhi
Shi (ed.), Proceedings of the ICIIP 2004,
International Conference on Intelligent Information Systems. Mingyang Gu, Agnar Aamodt, Xin Tong: Component
retrieval using conversational case-based reasoning. Zhongzhi
Shi (ed.), Proceedings of the ICIIP 2004,
International Conference on Intelligent Information Systems. Agnar Aamodt: Knowledge-intensive
case-based reasoning in Creek. Peter Funk, Pedro A. Gonzalez Calero (eds.), Advances in case-based reasoning, 7th
European Conference, ECCBR 2004, Proceedings. Mingyang Gu, Agnar Aamodt: Explanation-boosted
question selection in conversational CBR. Pablo Gervas and Kalyan Moy Gupta (eds.), Proceedings of the ECCBR
2004 Workshops, 7th European Conference on Case-Based Reasoning.
AndersKofod-Petersen, Agnar Aamodt:
Case-based situation assessment in a mobile context-aware system.
Proceedings ofAIMS2003, Workshop on Artificial Intgelligence for Mobil Systems, Martha Dørum Jære, Agnar Aamodt,
Pål Skalle: Representing temporal knowledge for case-based prediction.
Advances in case-basedreasoning; 6th European
Conference, ECCBR 2002,
Frode Sørmo,
Agnar Aamodt: Knowledgecommunication and CBR.
6th European Conference on Case-Based Reasoning,ECCBR 2002, Ketil Bø, Agnar
Aamodt: Anew
approach to applicable memory-based reasoning. Journal
ofExperimental and Theoretical Artificial
Intelligence, Vol. 11, 1999. pp 479-496. Helge Langseth,
Agnar Aamodt, Ole Martin Winnem:
Learningretrieval knowledge from data. In Sixteenth
International JointConference on Artificial
Intelligence, Workshop ML-5: Automating theConstruction
of Case-Based Reasoners. Stockholm1999. Sarabjot Singh Anand, Agnar Aamodt, David W. Aha (eds.). pp.
77-82. Frode Sørmo,
Agnar Aamodt: Knowledge elaboration for improved
CBR. In Sixteenth International JointConference on Artificial Intelligence, Workshop ML-5:
Automating theConstruction of Case-Based Reasoners. Stockholm1999. Sarabjot
Singh Anand, Agnar Aamodt,
David W. Aha (eds.). pp. 39-43.
Pinar Ozturk,
Agnar Aamodt: Acontext model for knowledge-intensive case-based reasoning.
InternationalJournal of Human Computer Studies. Vol.
48, 1998.Academic Press. pp 331-355. Agnar Aamodt,
Helge Langseth: IntegratingBayesian networks into knowledge-intensive CBR. In American Associationfor Artificial Intelligence, Case-based
reasoning integrations; Papers from theAAAI workshop.
David Aha, Jody J. Daniels (eds.).Technical Report WS-98-15. AAAI Press, Pål Skalle,
Agnar Aamodt, Jostein Sveen: Case-based reasoning a method for gaining experience and giving advise on how to avoid andhow to
free stuck drill strings. Proceedings of IADC
Middle EastDrilling Conference, Agnar Aamodt,
Helge A. Sandtorv, Ole M. Winnem : CombiningCase Based Reasoning and Data Mining - A way of
revealing and reusingRAMS experience. In Lydersen, Hansen, Sandtorv
(eds.), Safety andReliability; Proceedings of ESREL 98, Pinar Ozturk,
Agnar Aamodt: Towardsa model of context for case-based diagnostic problem
solving. In Context-97;Proceedings of the
interdisciplinary conference on modeling and using context. Morten Grimnes,
Agnar Aamodt: A twolayercase-based reasoning architecture for medical image
understanding. InSmith, Klaus-Dieter Althoff, Agnar Aamodt: Relatingcase-based problem solving and learning methods to
task and domaincharacteristics; towards an
analytic framework. AI Communications - TheEuropean
Journal of Artificial Intelligence, 9 (3)1996, pp 109-116. Klaus-Dieter Althoff, Agnar Aamodt: ZurAnalyse fallbasierter ProblemlÃsen- und Lernmethode in AbhÃngigkeit vonCharakteristika gegebener Aufgabenstellungen und AnwendungsdomÃnen. KÃnstlicheIntelligenz (KI), nr. 1 (MÃrz) 1996, pp
10-15.(German version of above paper). Agnar Aamodt:
KnowledgeAcquisition and Learning from Experience - The
Role of Case-Specific Knowledge,In Gheorge
Tecuci and Yves Kodratoff (eds): Machine learning and knowledgeacquisition;
Integrated approaches, (Chapter 8),Academic Press, 1995, pp 197-245. Agnar Aamodt,
Mads Nygård: Differentroles and mutual dependencies of data,
information, and knowledge - an AIperspective on
their integration, Data and Knowledge Enigneering
16 (1995), pp 191-222. Agnar Aamodt:
Explanation-drivencase-based reasoning, In S. Wess,
K. Althoff, M. Richter (eds.): Topicsin
Case-based reasoning. Springer Verlag, 1994. pp274-288. Agnar Aamodt:
AKnowledge Representation System for Integration of General
and Case-SpecificKnowledge. Proceedings from
IEEE TAI-94, International Conference onTools with
Artificial Intelligence. Agnar Aamodt,
Enric Plaza: Case-basedreasoning; Foundational issues, methodological
variations, and systemapproachesAI Communications, Vol.7, No.1,March 1994,
pp. 39-59.(pdf-version) Mads Nygård,
Agnar Aamodt:
Road transport informatics; conceptual framework and technological components.
In: Proceedings of IEEE-IEE
Vehicle Navigation and InformationSystems Conference, VNIS, 1993. Agnar Aamodt:
Acase-based answer to some problems of knowledge-based
systems. In E.Sandewal and C.G.
Jansson (eds):
Scandinavian Conference on ArtificialIntelligence
1993. IOS Press, 1993. pp. 168-182. Ingeborg Solvberg, Inge Nordbø,
Agnar Aamodt:Knowledge-based information
retrieval. Future Generation Computer Systems, 7 (1991/92) pp 379-390. Geir Aakvik,
Agnar Aamodt, Inge Nordbø: A knowledgeRepresentation
Framework Supporting Knowledge Modelling. EKAW-91, Fifth European Knowledge Acquisition for
Knowledge-based SystemsWorkshop, Agnar Aamodt:
Knowledge-intensivecase-based reasoning and learning. ECAI-90,Ninth European Conference on Artificial Intelligence, Agnar Aamodt:
Acomputational model of knowledge-intensive problem solving
and learning.In: Bob Wielinga, et al. (eds.): Current trends in knowledge
acquisition. IOS Press, Agnar Aamodt:
Robust expert systems that learn fromexperience - An
architectural framework. EKAW-89, Third European Knowledge Acquisition
for Knowledge-based SystemsWorkshop, Agnar Aamodt:
Towards expert systems that learn fromexperience. DARPA Case Based Reasoning Workshop, Agnar Aamodt,
Jorun Eggen, A. MacDonald,
S. Johnsen:Modelling sedimentological expertise: the FACEXP
project. In: D. Sririam, R.A.Adey
(eds.): Knowledge Based Systems for engineering, classification andcontrol. Computational Mechanics Publications,1987. pp. 397-413. ManuelaVeloso, Agnar Aamodt
(eds.):
Case-based reasoning research and development, Proceedings of
ICCBR-95, First International Conference onCase-based
Reasoning, Agnar Aamodt,
Jan Komorowski (eds.):
SCAI'95: Fifth Scandinavian Conference on Artificial Intelligence, Trondheim, May 29-31 1995. IOS Press, 1995. ix+484 pgs. Agnar Aamodt:
A knowledge-intensive, integrated approachto
problem solving and sustained learning, Ph.D(Dr.Ing.) dissertation, University of Trondheim,
Norwegian Institute ofTechnology, Department of
Computer Science, May 1991. University Microfilms
PUB92-08460, 1992. Also downloadable as pdf document.
Agnar Aamodt: Integrating
case-specific experiences with general domain knowledge for intelligent information
processing. IFIP/ICIIP 2004, International Conference on Intelligent Information
Processing, Waclaw Kusnierczyk, Agnar Aamodt
and Astrid Lægreid: Towards
Automated Explanation of Gene-Gene Relationships. RECOMB
2004, The Eighth International Conference on Computational Molecular Biology,
Poster Presentations, E9, San Diego, March 2004. (The
actual poster.)
AgnarAamodt: CBR in context: The technology and its impacts, In
Case-based reasoning; A newforce in advanced systems
development, Unicom Seminars, 27 April 1995, pp 9-23. Agnar Aamodt,
Klaus-Dieter Althoff: Problemsolving and sustained learning by experience;
Analyzing methods with respect to domain
characteristics, in Maarten van Someren (ed), Proceedings fromMLnet
Workshop on Learning and Problem Solving, Agnar Aamodt:
Explanation-driven retrieval, reuse, and learning of cases, In M.
Richter, S. Wess, K.-D.Althoff,
F. Maurer (eds.) EWCBR-93: FirstEuropean Workshop
on Case-Based Reasoning, Presentations and Posters.Otzenhausen,
November 1-5 1993. Agnar Aamodt:
Problem Solving and Learning from Experience;An Introduction to Case-Based Reasoning. NAIM -
Nordic AI Magazine, Volume 6, no. 1, 1991. pp.19-25.
IngeNordbø, Pål Skalle, Jostein Sveen, Geir Aakvik,
Agnar Aamodt: Reuse ofexperience in drilling - Phase 1 Report. SINTEF DELAB and NTH, Div. ofPetroleum Engineering. STF 40 RA92050 and IPT 12/92/PS/JS. Agnar Aamodt,
Bart Benus, Cuno Duursma, ChristineTomlinson,
Ronald Schrooten and Walter Van de Velde: Task
Features and their Use inCommonKADS. KADSII Report VUB/014. vi+122 pgs,
1992. B. Wielinga,
A. Aamodt, M. Aben, J.
Balder, H. Baltes, C.Bauer,
C. Duursma, A. Kott, G.
Schreiber, R. Schrooten, and W. Van de Velde.Method and tool specifications for analysis and
design. ESPRIT-II Project 5248KADS-II Deliverable 1.6a, Agnar Aamodt,
Bert Bredeweg, Joost Breuker, Cuno Duursma,Christiane
Lockenhoff, Klas Orsvarn, Jan Top, Andre Valente
and Walter Van deVelde: The CommonKADS
Library.KADS-II Report
VUB/005. xii+155 pgs, 1991. Walter Van de Velde and Agnar Aamodt: Machine Learning Issues inCommonKADS. KADS-II Report
VUB/002, iii+51 pgs, 1991. Aamodt, A., Aakvik,
G., Aben, M., Blythe, J., Doize,
M.,Major, N., Munoz, P., Nordbo,
I., Ramparany, F. (Ed.), Reichgelt,
H., Rodriguez,E., Rugg, G.,
Shadbolt, N., van Someren,
M., Terpstra, P., Trimmer, S., andVestli,
M. Functional Specification of KA-Tools and Knowledge Transformers.ESPRIT
P2576 ACKnowledge, ACK-CSI-T2.5-DL-001-B. 1990. M. Van Someren,
A. Aamodt, T. Chippington-Derrick,
M.Dozie, C. Jullien, D.
Needham, W. Post, G. Rugg, P. Terpstra,
S. Whitehouse: Aclasification of techniques for
knowledge acquisition - part 1 and 2. TechnicalReport ACK UvA-T1.2-DL-004-D, The Acknowledge
Consortium, University ofAmsterdam. 1990.
Retrieval, reuse, revision, and retention in case-based reasoning
. Knowledge Engineering Review, Vol. 20, Issue 03, September 2005. Cambridge University Press. pp 215-240.
BOOKS:
SHORTER PAPERS,
POSTERS, SUMMARIES, ETC. :
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