Agnar Aamodt
Om
Professor Emeritus i informatikk og kunstig intelligens.
Tilknyttet Norwegian Open AI Lab.
Forskningsområde
Hoved-forskningsområdet er kunstig intelligens, og spesielt metoder for data-analyse og erfaringsbasert støtte til folks problemløsing og læring. Spesielle områder er:
- Metoder som fanger opp og gjenbruker menneskelig erfaringer,
og spesielt case-basert resonnering kombinert med generell kunnskap - Maskinlæring og dataanalyse
- Kunnskapsmodellering og -representasjon
- Kognisjonsvitenskap
- Beslutningsstøtte-systemer
Anvendelsesområder i fokus inkluderer medisin og helse, fiskeoppdrett, petroleumsteknologi, søk og redning.
Forskningsgruppe: Data and Artificial Intelligence
Mer informasjon: www.idi.ntnu.no/~agnar
Publikasjoner
Oppdatert publikasjonsliste i Google Scholar:
https://scholar.google.com/citations?user=XfI8SR8AAAAJ&hl=en
2017
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2017)
A learning system based on lazy metareasoning.
Progress in Artificial Intelligence.
volum 7 (2).
Vitenskapelig artikkel
2016
-
Bach, Kerstin;
Szczepanski, Tomasz Szymon;
Aamodt, Agnar;
Gundersen, Odd Erik;
Mork, Paul Jarle.
(2016)
Case Representation and Similarity Assessment in the SELFBACK Decision Support System.
Lecture Notes in Computer Science (LNCS).
volum 9969 LNCS.
Vitenskapelig artikkel
-
Bach, Kerstin;
Szczepanski, Tomasz Szymon;
Aamodt, Agnar;
Gundersen, Odd Erik;
Mork, Paul Jarle.
(2016)
Case representation and similarity assessment in the selfBACK decision support system.
CEUR Workshop Proceedings.
volum 1670.
Vitenskapelig artikkel
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen.
volum 4.
Populærvitenskapelig artikkel
2015
-
Sizov, Gleb;
Øzturk, Pinar;
Aamodt, Agnar.
(2015)
Evidence-driven retrieval in textual CBR: Bridging the gap between retrieval and reuse.
Lecture Notes in Computer Science (LNCS).
volum 9343.
Vitenskapelig artikkel
-
Tidemann, Axel;
Aamodt, Agnar.
(2015)
Workshop: AI and creativity in entertainment.
Lecture Notes in Computer Science (LNCS).
volum 9353.
Leder
2014
-
Kofod-Petersen, Anders;
Andersen, Ole Johan;
Aamodt, Agnar.
(2014)
Case-based reasoning for improving traffic flow in urban intersections.
Lecture Notes in Computer Science (LNCS).
volum 8765.
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Laumann, Karin.
(2014)
Integrating human related errors with technical errors to determine causes behind offshore accidents.
Safety Science.
volum 63.
Vitenskapelig artikkel
-
Valipour Shokouhi, Samad;
Skalle, Pål;
Aamodt, Agnar.
(2014)
An overview of case-based reasoning applications in drilling engineering.
Artificial Intelligence Review.
volum 41 (3).
Vitenskapelig artikkel
2013
-
Gundersen, Odd Erik;
Sørmo, Frode;
Aamodt, Agnar;
Skalle, Pål.
(2013)
A real-time decision support system for high cost oil-well drilling operations.
The AI Magazine.
volum 34 (1).
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Gundersen, Odd Erik.
(2013)
Detection of Symptoms for Revealing Causes Leading to Drilling Failures.
SPE Drilling & Completion.
volum 28 (2).
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Gundersen, Odd Erik.
(2013)
Experience Transfer for Process Improvement.
Engineering Applications of Artificial Intelligence.
volum 26 (9).
Vitenskapelig artikkel
2012
-
Tidemann, Axel;
Bjørnson, Finn Olav;
Aamodt, Agnar.
(2012)
Operational Support in Fish Farming through Case-based Reasoning.
Lecture Notes in Computer Science (LNCS).
Vitenskapelig artikkel
2011
-
Aamodt, Agnar;
Gundersen, Odd Erik;
Loge, Jon Håvard;
Wasteson, Elisabeth;
Szczepanski, Tomasz.
(2011)
Case-based reasoning for assessment and diagnosis of depression in palliative care.
Computer-Based Medical Systems.
Vitenskapelig artikkel
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2011)
An Efficient Hybrid Classification Algorithm - An Example from Palliative Care.
Lecture Notes in Computer Science (LNCS).
volum 6679.
Vitenskapelig artikkel
-
Houeland, Tor Gunnar Høst;
Bruland, Tore;
Aamodt, Agnar;
Langseth, Helge.
(2011)
Combining CBR and BN using metareasoning.
Frontiers in Artificial Intelligence and Applications.
volum 227.
Vitenskapelig artikkel
-
Tidemann, Axel;
Bjørnson, Finn Olav;
Aamodt, Agnar.
(2011)
Case-based reasoning in a system architecture for intelligent fish farming.
Frontiers in Artificial Intelligence and Applications.
volum 227.
Vitenskapelig artikkel
2010
-
Bruland, Tore;
Aamodt, Agnar;
Langseth, Helge.
(2010)
Architectures Integrating Case-Based Reasoning and Bayesian Networks for Clinical Decision Support.
IFIP Advances in Information and Communication Technology.
volum 340.
Vitenskapelig artikkel
-
Gundersen, Odd Erik;
Loge, Jon Håvard;
Aamodt, Agnar.
(2010)
Decision-support for Diagnosing Depression through Case-based Reasoning.
Palliative Medicine.
volum 24 (4).
Sammendrag/abstract
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2010)
The utility problem for lazy learners - towards a non-eager approach.
Lecture Notes in Computer Science (LNCS).
volum 6176.
Vitenskapelig artikkel
-
Shi, Zhongzhi;
Vadera, Sunil;
Aamodt, Agnar;
Leake, David.
(2010)
Intelligent Information Processing V.
Springer. 2010. ISBN 3-642-16326-2. IFIP Advances in Information and Communication Technology (340).
Vitenskapelig antologi/Konferanseserie
-
Shokouhi, Samad Valipour;
Aamodt, Agnar;
Skalle, Pål.
(2010)
Applications of CBR in Oil Well Drilling: A General Overview.
IFIP Advances in Information and Communication Technology.
volum 340.
Vitenskapelig artikkel
2009
-
Kofod-Petersen, Anders;
Aamodt, Agnar.
(2009)
Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study.
Lecture Notes in Computer Science (LNCS).
volum 5650.
Vitenskapelig artikkel
-
Valipour Shokouhi, Samad;
Aamodt, Agnar;
Skalle, Pål;
Sørmo, Frode.
(2009)
Determining root causes of drilling problems by combining cases and general knowledge.
Lecture Notes in Computer Science (LNCS).
volum 5650.
Vitenskapelig artikkel
2008
-
Aamodt, Agnar.
(2008)
Case-based reasoning for advice-giving in a data-intensive environment.
Frontiers in Artificial Intelligence and Applications.
volum 173.
Vitenskapelig artikkel
-
Kofod-Petersen, Anders;
Cassens, Jörg;
Aamodt, Agnar.
(2008)
Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner.
Frontiers in Artificial Intelligence and Applications.
volum 173.
Vitenskapelig artikkel
2006
-
Gu, Mingyang;
Aamodt, Agnar.
(2006)
Evaluating CBR Systems Using Different Data Sources: A Case Study.
Lecture Notes in Computer Science (LNCS).
volum 4106.
Vitenskapelig artikkel
-
Kofod-Petersen, Anders;
Aamodt, Agnar.
(2006)
Contextualised Ambient Intelligence through Case-Based Reasoning.
Lecture Notes in Computer Science (LNCS).
volum 4106.
Vitenskapelig artikkel
2005
-
Gu, Mingyang;
Aamodt, Agnar.
(2005)
A Knowledge-Intensive Method for Conversational CBR.
Lecture Notes in Computer Science (LNCS).
volum 3620.
Vitenskapelig artikkel
-
Sørmo, Frode;
Cassens, Jörg;
Aamodt, Agnar.
(2005)
Explanation in Case-Based Reasoning - Perspectives and Goals.
Artificial Intelligence Review.
volum 24 (2).
Vitenskapelig artikkel
-
Lopez de Mantaras, Ramon;
McSherry, David;
Bridge, Derek;
Leake, David;
Smyth, Barry;
Craw, Susan;
Faltings, Boi;
Maher, Mary Lou;
Cox, Michael;
Forbus, Kenneth;
Keane, Mark;
Aamodt, Agnar;
Watson, Ian.
(2005)
Retrieval, reuse, revision, and retention in case-based reasoning.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
-
Marling, Cindy;
Rissland, Edwina;
Aamodt, Agnar.
(2005)
Integrations with case-based reasoning.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
-
Richter, Michael;
Aamodt, Agnar.
(2005)
Case-based reasoning foundations.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
2004
-
Aamodt, Agnar.
(2004)
Knowledge-intensive case-based reasoning in CREEK.
Lecture Notes in Computer Science (LNCS).
volum 3155.
Vitenskapelig artikkel
2002
-
Dørum Jære, Martha;
Aamodt, Agnar.
(2002)
Representing temporal knowledge for case-based prediction.
Lecture Notes in Computer Science (LNCS).
volum 2416.
Vitenskapelig artikkel
2000
-
Skalle, Pål;
Sveen, Jostein;
Aamodt, Agnar.
(2000)
Improved efficiency of oil well drilling through case-based reasoning.
Lecture Notes in Computer Science (LNCS).
volum 1886.
Vitenskapelig artikkel
1999
-
Aamodt, Agnar;
Bø, Ketil.
(1999)
A new approach to applicable memory-based reasoning.
Journal of experimental and theoretical artificial intelligence (Print).
volum Nr. 11.
Vitenskapelig artikkel
1998
-
Øzturk, Pinar;
Aamodt, Agnar.
(1998)
A context model for knowledge-intensive case-based reasoning.
International Journal of Human-Computer Studies.
volum 48.
Vitenskapelig artikkel
1996
-
Aamodt, Agnar;
Althoff, Klaus-Dieter.
(1996)
Relating case-based problem solving and learning methods to task and domain characteristics; towards an analytic framework.
AI Communications.
volum 9(3).
Vitenskapelig artikkel
-
Aamodt, Agnar;
Althoff, Klaus-Dieter.
(1996)
Zur Analyser fallbasierter Problemöse- und Lernmethode in Abhängigkeit von Charakteristika gegebener Aufgabenstellungen und Anwendungsdomänen.
Künstliche Intelligenz.
volum Nr. 1.
Vitenskapelig artikkel
1995
-
Aamodt, Agnar;
Komorowski, Jan.
(1995)
SCAI'95: Fifth Scandinavian Conference on Artificial Intelligence.
1995. ISBN 90-5199-221-1. Frontiers in Artificial Intelligence and Applications (Volume 28).
Fagbok
-
Aamodt, Agnar;
Nygård, Mads.
(1995)
Different Roles and Mutual Dependencies of Data, Information, and Knowledge - an AI perspective on their integration.
Data & Knowledge Engineering.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Veloso, Manuela.
(1995)
Case-Based Reasoning Research and Development, First International Conference on Case-Based Reasoning, ICCBR-95.
Springer. 1995. Lecture Notes in Computer Science (Vol. 1010).
Fagbok
1994
-
Aamodt, Agnar;
Plaza, Enric.
(1994)
Case-Based Reasoning: Foundational issues, current state, and future trends.
AI Communications.
Vitenskapelig artikkel
1992
-
Aamodt, Agnar;
Sølvberg, Ingeborg;
Nordbø, Inge.
(1992)
Knowledge-Based Information Retrieval.
Future generations computer systems.
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2017)
A learning system based on lazy metareasoning.
Progress in Artificial Intelligence.
volum 7 (2).
Vitenskapelig artikkel
-
Bach, Kerstin;
Szczepanski, Tomasz Szymon;
Aamodt, Agnar;
Gundersen, Odd Erik;
Mork, Paul Jarle.
(2016)
Case Representation and Similarity Assessment in the SELFBACK Decision Support System.
Lecture Notes in Computer Science (LNCS).
volum 9969 LNCS.
Vitenskapelig artikkel
-
Bach, Kerstin;
Szczepanski, Tomasz Szymon;
Aamodt, Agnar;
Gundersen, Odd Erik;
Mork, Paul Jarle.
(2016)
Case representation and similarity assessment in the selfBACK decision support system.
CEUR Workshop Proceedings.
volum 1670.
Vitenskapelig artikkel
-
Mathisen, Bjørn Magnus;
Aamodt, Agnar.
(2016)
Kunstig intelligens og maskinglæring.
Overlegen.
volum 4.
Populærvitenskapelig artikkel
-
Sizov, Gleb;
Øzturk, Pinar;
Aamodt, Agnar.
(2015)
Evidence-driven retrieval in textual CBR: Bridging the gap between retrieval and reuse.
Lecture Notes in Computer Science (LNCS).
volum 9343.
Vitenskapelig artikkel
-
Tidemann, Axel;
Aamodt, Agnar.
(2015)
Workshop: AI and creativity in entertainment.
Lecture Notes in Computer Science (LNCS).
volum 9353.
Leder
-
Kofod-Petersen, Anders;
Andersen, Ole Johan;
Aamodt, Agnar.
(2014)
Case-based reasoning for improving traffic flow in urban intersections.
Lecture Notes in Computer Science (LNCS).
volum 8765.
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Laumann, Karin.
(2014)
Integrating human related errors with technical errors to determine causes behind offshore accidents.
Safety Science.
volum 63.
Vitenskapelig artikkel
-
Valipour Shokouhi, Samad;
Skalle, Pål;
Aamodt, Agnar.
(2014)
An overview of case-based reasoning applications in drilling engineering.
Artificial Intelligence Review.
volum 41 (3).
Vitenskapelig artikkel
-
Gundersen, Odd Erik;
Sørmo, Frode;
Aamodt, Agnar;
Skalle, Pål.
(2013)
A real-time decision support system for high cost oil-well drilling operations.
The AI Magazine.
volum 34 (1).
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Gundersen, Odd Erik.
(2013)
Detection of Symptoms for Revealing Causes Leading to Drilling Failures.
SPE Drilling & Completion.
volum 28 (2).
Vitenskapelig artikkel
-
Skalle, Pål;
Aamodt, Agnar;
Gundersen, Odd Erik.
(2013)
Experience Transfer for Process Improvement.
Engineering Applications of Artificial Intelligence.
volum 26 (9).
Vitenskapelig artikkel
-
Tidemann, Axel;
Bjørnson, Finn Olav;
Aamodt, Agnar.
(2012)
Operational Support in Fish Farming through Case-based Reasoning.
Lecture Notes in Computer Science (LNCS).
Vitenskapelig artikkel
-
Aamodt, Agnar;
Gundersen, Odd Erik;
Loge, Jon Håvard;
Wasteson, Elisabeth;
Szczepanski, Tomasz.
(2011)
Case-based reasoning for assessment and diagnosis of depression in palliative care.
Computer-Based Medical Systems.
Vitenskapelig artikkel
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2011)
An Efficient Hybrid Classification Algorithm - An Example from Palliative Care.
Lecture Notes in Computer Science (LNCS).
volum 6679.
Vitenskapelig artikkel
-
Houeland, Tor Gunnar Høst;
Bruland, Tore;
Aamodt, Agnar;
Langseth, Helge.
(2011)
Combining CBR and BN using metareasoning.
Frontiers in Artificial Intelligence and Applications.
volum 227.
Vitenskapelig artikkel
-
Tidemann, Axel;
Bjørnson, Finn Olav;
Aamodt, Agnar.
(2011)
Case-based reasoning in a system architecture for intelligent fish farming.
Frontiers in Artificial Intelligence and Applications.
volum 227.
Vitenskapelig artikkel
-
Bruland, Tore;
Aamodt, Agnar;
Langseth, Helge.
(2010)
Architectures Integrating Case-Based Reasoning and Bayesian Networks for Clinical Decision Support.
IFIP Advances in Information and Communication Technology.
volum 340.
Vitenskapelig artikkel
-
Gundersen, Odd Erik;
Loge, Jon Håvard;
Aamodt, Agnar.
(2010)
Decision-support for Diagnosing Depression through Case-based Reasoning.
Palliative Medicine.
volum 24 (4).
Sammendrag/abstract
-
Houeland, Tor Gunnar Høst;
Aamodt, Agnar.
(2010)
The utility problem for lazy learners - towards a non-eager approach.
Lecture Notes in Computer Science (LNCS).
volum 6176.
Vitenskapelig artikkel
-
Shokouhi, Samad Valipour;
Aamodt, Agnar;
Skalle, Pål.
(2010)
Applications of CBR in Oil Well Drilling: A General Overview.
IFIP Advances in Information and Communication Technology.
volum 340.
Vitenskapelig artikkel
-
Kofod-Petersen, Anders;
Aamodt, Agnar.
(2009)
Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study.
Lecture Notes in Computer Science (LNCS).
volum 5650.
Vitenskapelig artikkel
-
Valipour Shokouhi, Samad;
Aamodt, Agnar;
Skalle, Pål;
Sørmo, Frode.
(2009)
Determining root causes of drilling problems by combining cases and general knowledge.
Lecture Notes in Computer Science (LNCS).
volum 5650.
Vitenskapelig artikkel
-
Aamodt, Agnar.
(2008)
Case-based reasoning for advice-giving in a data-intensive environment.
Frontiers in Artificial Intelligence and Applications.
volum 173.
Vitenskapelig artikkel
-
Kofod-Petersen, Anders;
Cassens, Jörg;
Aamodt, Agnar.
(2008)
Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner.
Frontiers in Artificial Intelligence and Applications.
volum 173.
Vitenskapelig artikkel
-
Gu, Mingyang;
Aamodt, Agnar.
(2006)
Evaluating CBR Systems Using Different Data Sources: A Case Study.
Lecture Notes in Computer Science (LNCS).
volum 4106.
Vitenskapelig artikkel
-
Kofod-Petersen, Anders;
Aamodt, Agnar.
(2006)
Contextualised Ambient Intelligence through Case-Based Reasoning.
Lecture Notes in Computer Science (LNCS).
volum 4106.
Vitenskapelig artikkel
-
Gu, Mingyang;
Aamodt, Agnar.
(2005)
A Knowledge-Intensive Method for Conversational CBR.
Lecture Notes in Computer Science (LNCS).
volum 3620.
Vitenskapelig artikkel
-
Sørmo, Frode;
Cassens, Jörg;
Aamodt, Agnar.
(2005)
Explanation in Case-Based Reasoning - Perspectives and Goals.
Artificial Intelligence Review.
volum 24 (2).
Vitenskapelig artikkel
-
Lopez de Mantaras, Ramon;
McSherry, David;
Bridge, Derek;
Leake, David;
Smyth, Barry;
Craw, Susan;
Faltings, Boi;
Maher, Mary Lou;
Cox, Michael;
Forbus, Kenneth;
Keane, Mark;
Aamodt, Agnar;
Watson, Ian.
(2005)
Retrieval, reuse, revision, and retention in case-based reasoning.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
-
Marling, Cindy;
Rissland, Edwina;
Aamodt, Agnar.
(2005)
Integrations with case-based reasoning.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
-
Richter, Michael;
Aamodt, Agnar.
(2005)
Case-based reasoning foundations.
Knowledge engineering review (Print).
volum 30 (03).
Vitenskapelig oversiktsartikkel/review
-
Aamodt, Agnar.
(2004)
Knowledge-intensive case-based reasoning in CREEK.
Lecture Notes in Computer Science (LNCS).
volum 3155.
Vitenskapelig artikkel
-
Dørum Jære, Martha;
Aamodt, Agnar.
(2002)
Representing temporal knowledge for case-based prediction.
Lecture Notes in Computer Science (LNCS).
volum 2416.
Vitenskapelig artikkel
-
Skalle, Pål;
Sveen, Jostein;
Aamodt, Agnar.
(2000)
Improved efficiency of oil well drilling through case-based reasoning.
Lecture Notes in Computer Science (LNCS).
volum 1886.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Bø, Ketil.
(1999)
A new approach to applicable memory-based reasoning.
Journal of experimental and theoretical artificial intelligence (Print).
volum Nr. 11.
Vitenskapelig artikkel
-
Øzturk, Pinar;
Aamodt, Agnar.
(1998)
A context model for knowledge-intensive case-based reasoning.
International Journal of Human-Computer Studies.
volum 48.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Althoff, Klaus-Dieter.
(1996)
Relating case-based problem solving and learning methods to task and domain characteristics; towards an analytic framework.
AI Communications.
volum 9(3).
Vitenskapelig artikkel
-
Aamodt, Agnar;
Althoff, Klaus-Dieter.
(1996)
Zur Analyser fallbasierter Problemöse- und Lernmethode in Abhängigkeit von Charakteristika gegebener Aufgabenstellungen und Anwendungsdomänen.
Künstliche Intelligenz.
volum Nr. 1.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Nygård, Mads.
(1995)
Different Roles and Mutual Dependencies of Data, Information, and Knowledge - an AI perspective on their integration.
Data & Knowledge Engineering.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Plaza, Enric.
(1994)
Case-Based Reasoning: Foundational issues, current state, and future trends.
AI Communications.
Vitenskapelig artikkel
-
Aamodt, Agnar;
Sølvberg, Ingeborg;
Nordbø, Inge.
(1992)
Knowledge-Based Information Retrieval.
Future generations computer systems.
Vitenskapelig artikkel
Bøker
-
Shi, Zhongzhi;
Vadera, Sunil;
Aamodt, Agnar;
Leake, David.
(2010)
Intelligent Information Processing V.
Springer. 2010. ISBN 3-642-16326-2. IFIP Advances in Information and Communication Technology (340).
Vitenskapelig antologi/Konferanseserie
-
Aamodt, Agnar;
Komorowski, Jan.
(1995)
SCAI'95: Fifth Scandinavian Conference on Artificial Intelligence.
1995. ISBN 90-5199-221-1. Frontiers in Artificial Intelligence and Applications (Volume 28).
Fagbok
-
Aamodt, Agnar;
Veloso, Manuela.
(1995)
Case-Based Reasoning Research and Development, First International Conference on Case-Based Reasoning, ICCBR-95.
Springer. 1995. Lecture Notes in Computer Science (Vol. 1010).
Fagbok