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Språkvelger

English

Agnar Aamodt

Agnar Aamodt

Professor Emeritus

agnar@ntnu.no
92611144 IT-bygget, VIP-rommet, Gløshaugen, Sem Sælands vei 9
Om Publikasjoner

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

 

Kompetanseord

  • Case-basert resonnering
  • Datagruvedrift
  • Datateknologi
  • Erfaringsoverføring
  • Kunnskapsakkvisisjon
  • Kunnskapsbaserte systemer
  • Kunnskapsmodellering
  • Kunstig intelligens
  • Maskinlæring

Publikasjoner

Oppdatert publikasjonsliste i Google Scholar:
https://scholar.google.com/citations?user=XfI8SR8AAAAJ&hl=en

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

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
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