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Norsk

Agnar Aamodt

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Agnar Aamodt

Professor Emeritus

agnar@ntnu.no
+4792611144 IT-bygget, VIP-rommet, Gløshaugen, Sem Sælands vei 9
About Publications

About

Professor (retired) in Computer Science and Artificial Intelligence. 
Affiliated with Norwegian Open AI Lab.

Research Area

Main research area is Artificial Intelligence, and in particular methods for data analysis and experience-based support of human problem solving and learning. In particular:

  • Methods for experience capture and reuse of human experiences,
    and in particular case-based reasoning in combination with generalization-based methods
  • Machine learning and data analysis
  • Knowledge modelling and representation
  • Cognitive Science
  • Decision support systems

Application areas in focus include medicine and health, fish farming, petroleum technology, search and rescue. 

Research Group: Data and Artificial Intelligence

Additional information: www.idi.ntnu.no/~agnar

 

Competencies

  • Artificial intelligence
  • Case-based reasoning
  • Datamining
  • Experience Transfer
  • Knowledge acquisition
  • Knowledge modelling
  • Machine learning

Publications

Updated publications list in Google Scholar:
https://scholar.google.com/citations?user=XfI8SR8AAAAJ&hl=en

  • Chronological
  • By category
  • All publications registered in NVA

2017

  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2017) A learning system based on lazy metareasoning. Progress in Artificial Intelligence
    Academic article

2016

  • Mathisen, Bjørn Magnus; Aamodt, Agnar. (2016) Kunstig intelligens og maskinglæring. Overlegen
    Popular scientific article
  • 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
    Academic article
  • 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)
    Academic article

2015

  • Tidemann, Axel; Aamodt, Agnar. (2015) Workshop: AI and creativity in entertainment. Lecture Notes in Computer Science (LNCS)
    Editorial
  • 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)
    Academic article

2014

  • Shokouhi, Samad Valipour; Skalle, Pål; Aamodt, Agnar. (2014) An overview of case-based reasoning applications in drilling engineering. Artificial Intelligence Review
    Academic article
  • 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)
    Academic article

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
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Gundersen, Odd Erik. (2013) Experience Transfer for Process Improvement. Engineering Applications of Artificial Intelligence
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Gundersen, Odd Erik. (2013) Detection of Symptoms for Revealing Causes Leading to Drilling Failures. SPE Drilling & Completion
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Laumann, Karin. (2013) Integrating human related errors with technical errors to determine causes behind offshore accidents. Safety Science
    Academic article

2012

  • Tidemann, Axel; Bjørnson, Finn Olav; Aamodt, Agnar. (2012) Operational Support in Fish Farming through Case-based Reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article

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
    Academic article
  • 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
    Academic article
  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2011) An Efficient Hybrid Classification Algorithm - An Example from Palliative Care. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Houeland, Tor Gunnar Høst; Bruland, Tore; Aamodt, Agnar; Langseth, Helge. (2011) Combining CBR and BN using metareasoning. Frontiers in Artificial Intelligence and Applications
    Academic article

2010

  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2010) The utility problem for lazy learners - towards a non-eager approach. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Gundersen, Odd Erik; Loge, Jon Håvard; Aamodt, Agnar. (2010) Decision-support for Diagnosing Depression through Case-based Reasoning. Palliative Medicine
    Abstract
  • Shi, Zhongzhi; Vadera, Sunil; Aamodt, Agnar; Leake, David. (2010) Intelligent Information Processing V. Springer Springer
    Academic anthology/Conference proceedings
  • 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
    Academic article
  • 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
    Academic article

2009

  • Shokouhi, Samad Valipour; 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)
    Academic article
  • 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)
    Academic article

2008

  • Aamodt, Agnar. (2008) Case-based reasoning for advice-giving in a data-intensive environment. Frontiers in Artificial Intelligence and Applications
    Academic article
  • Kofod-Petersen, Anders; Cassens, Jörg; Aamodt, Agnar. (2008) Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner. Frontiers in Artificial Intelligence and Applications
    Academic article

2006

  • Kofod-Petersen, Anders; Aamodt, Agnar. (2006) Contextualised Ambient Intelligence through Case-Based Reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Gu, Mingyang; Aamodt, Agnar. (2006) Evaluating CBR Systems Using Different Data Sources: A Case Study. Lecture Notes in Computer Science (LNCS)
    Academic article

2005

  • Marling, Cindy; Rissland, Edwina; Aamodt, Agnar. (2005) Integrations with case-based reasoning. Knowledge engineering review (Print)
    Academic literature review
  • Sørmo, Frode; Cassens, Jörg; Aamodt, Agnar. (2005) Explanation in Case-Based Reasoning - Perspectives and Goals. Artificial Intelligence Review
    Academic article
  • Richter, Michael; Aamodt, Agnar. (2005) Case-based reasoning foundations. Knowledge engineering review (Print)
    Academic literature review
  • Mantaras, Ramon Lopez de; McSherry, David; Bridge, Derek; Leake, David; Smyth, Barry; Craw, Susan. (2005) Retrieval, reuse, revision, and retention in case-based reasoning. Knowledge engineering review (Print)
    Academic literature review
  • Gu, Mingyang; Aamodt, Agnar. (2005) A Knowledge-Intensive Method for Conversational CBR. Lecture Notes in Computer Science (LNCS)
    Academic article

2004

  • Aamodt, Agnar. (2004) Knowledge-intensive case-based reasoning in CREEK. Lecture Notes in Computer Science (LNCS)
    Academic article

2002

  • Jære, Martha Dørum; Aamodt, Agnar. (2002) Representing temporal knowledge for case-based prediction. Lecture Notes in Computer Science (LNCS)
    Academic article

2000

  • Skalle, Pål; Sveen, Jostein; Aamodt, Agnar. (2000) Improved efficiency of oil well drilling through case-based reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article

1999

  • Aamodt, Agnar; Bø, Ketil. (1999) A new approach to applicable memory-based reasoning. Journal of experimental and theoretical artificial intelligence (Print)
    Academic article

1998

  • Øzturk, Pinar; Aamodt, Agnar. (1998) A context model for knowledge-intensive case-based reasoning. International Journal of Human-Computer Studies
    Academic article

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
    Academic article
  • Aamodt, Agnar; Althoff, Klaus-Dieter. (1996) Zur Analyser fallbasierter Problemöse- und Lernmethode in Abhängigkeit von Charakteristika gegebener Aufgabenstellungen und Anwendungsdomänen. Künstliche Intelligenz
    Academic article

1995

  • Aamodt, Agnar; Nygård, Mads. (1995) Different Roles and Mutual Dependencies of Data, Information, and Knowledge - an AI perspective on their integration. Data & Knowledge Engineering
    Academic article
  • Aamodt, Agnar; Veloso, Manuela. (1995) Case-Based Reasoning Research and Development, First International Conference on Case-Based Reasoning, ICCBR-95. Springer Springer
    Non-fiction book
  • Aamodt, Agnar; Komorowski, Jan. (1995) SCAI'95: Fifth Scandinavian Conference on Artificial Intelligence. [Mangler utgivernavn] [Mangler utgivernavn]
    Non-fiction book

1994

  • Aamodt, Agnar; Plaza, Enric. (1994) Case-Based Reasoning: Foundational issues, current state, and future trends. AI Communications
    Academic article

1992

  • Aamodt, Agnar; Sølvberg, Ingeborg; Nordbø, Inge. (1992) Knowledge-Based Information Retrieval. Future Generation Computer Systems
    Academic article

Journal publications

  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2017) A learning system based on lazy metareasoning. Progress in Artificial Intelligence
    Academic article
  • Mathisen, Bjørn Magnus; Aamodt, Agnar. (2016) Kunstig intelligens og maskinglæring. Overlegen
    Popular scientific article
  • 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
    Academic article
  • 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)
    Academic article
  • Tidemann, Axel; Aamodt, Agnar. (2015) Workshop: AI and creativity in entertainment. Lecture Notes in Computer Science (LNCS)
    Editorial
  • 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)
    Academic article
  • Shokouhi, Samad Valipour; Skalle, Pål; Aamodt, Agnar. (2014) An overview of case-based reasoning applications in drilling engineering. Artificial Intelligence Review
    Academic article
  • 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)
    Academic article
  • 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
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Gundersen, Odd Erik. (2013) Experience Transfer for Process Improvement. Engineering Applications of Artificial Intelligence
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Gundersen, Odd Erik. (2013) Detection of Symptoms for Revealing Causes Leading to Drilling Failures. SPE Drilling & Completion
    Academic article
  • Skalle, Pål; Aamodt, Agnar; Laumann, Karin. (2013) Integrating human related errors with technical errors to determine causes behind offshore accidents. Safety Science
    Academic article
  • Tidemann, Axel; Bjørnson, Finn Olav; Aamodt, Agnar. (2012) Operational Support in Fish Farming through Case-based Reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article
  • 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
    Academic article
  • 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
    Academic article
  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2011) An Efficient Hybrid Classification Algorithm - An Example from Palliative Care. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Houeland, Tor Gunnar Høst; Bruland, Tore; Aamodt, Agnar; Langseth, Helge. (2011) Combining CBR and BN using metareasoning. Frontiers in Artificial Intelligence and Applications
    Academic article
  • Houeland, Tor Gunnar Høst; Aamodt, Agnar. (2010) The utility problem for lazy learners - towards a non-eager approach. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Gundersen, Odd Erik; Loge, Jon Håvard; Aamodt, Agnar. (2010) Decision-support for Diagnosing Depression through Case-based Reasoning. Palliative Medicine
    Abstract
  • 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
    Academic article
  • 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
    Academic article
  • Shokouhi, Samad Valipour; 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)
    Academic article
  • 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)
    Academic article
  • Aamodt, Agnar. (2008) Case-based reasoning for advice-giving in a data-intensive environment. Frontiers in Artificial Intelligence and Applications
    Academic article
  • Kofod-Petersen, Anders; Cassens, Jörg; Aamodt, Agnar. (2008) Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner. Frontiers in Artificial Intelligence and Applications
    Academic article
  • Kofod-Petersen, Anders; Aamodt, Agnar. (2006) Contextualised Ambient Intelligence through Case-Based Reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Gu, Mingyang; Aamodt, Agnar. (2006) Evaluating CBR Systems Using Different Data Sources: A Case Study. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Marling, Cindy; Rissland, Edwina; Aamodt, Agnar. (2005) Integrations with case-based reasoning. Knowledge engineering review (Print)
    Academic literature review
  • Sørmo, Frode; Cassens, Jörg; Aamodt, Agnar. (2005) Explanation in Case-Based Reasoning - Perspectives and Goals. Artificial Intelligence Review
    Academic article
  • Richter, Michael; Aamodt, Agnar. (2005) Case-based reasoning foundations. Knowledge engineering review (Print)
    Academic literature review
  • Mantaras, Ramon Lopez de; McSherry, David; Bridge, Derek; Leake, David; Smyth, Barry; Craw, Susan. (2005) Retrieval, reuse, revision, and retention in case-based reasoning. Knowledge engineering review (Print)
    Academic literature review
  • Gu, Mingyang; Aamodt, Agnar. (2005) A Knowledge-Intensive Method for Conversational CBR. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Aamodt, Agnar. (2004) Knowledge-intensive case-based reasoning in CREEK. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Jære, Martha Dørum; Aamodt, Agnar. (2002) Representing temporal knowledge for case-based prediction. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Skalle, Pål; Sveen, Jostein; Aamodt, Agnar. (2000) Improved efficiency of oil well drilling through case-based reasoning. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Aamodt, Agnar; Bø, Ketil. (1999) A new approach to applicable memory-based reasoning. Journal of experimental and theoretical artificial intelligence (Print)
    Academic article
  • Øzturk, Pinar; Aamodt, Agnar. (1998) A context model for knowledge-intensive case-based reasoning. International Journal of Human-Computer Studies
    Academic article
  • 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
    Academic article
  • Aamodt, Agnar; Althoff, Klaus-Dieter. (1996) Zur Analyser fallbasierter Problemöse- und Lernmethode in Abhängigkeit von Charakteristika gegebener Aufgabenstellungen und Anwendungsdomänen. Künstliche Intelligenz
    Academic article
  • Aamodt, Agnar; Nygård, Mads. (1995) Different Roles and Mutual Dependencies of Data, Information, and Knowledge - an AI perspective on their integration. Data & Knowledge Engineering
    Academic article
  • Aamodt, Agnar; Plaza, Enric. (1994) Case-Based Reasoning: Foundational issues, current state, and future trends. AI Communications
    Academic article
  • Aamodt, Agnar; Sølvberg, Ingeborg; Nordbø, Inge. (1992) Knowledge-Based Information Retrieval. Future Generation Computer Systems
    Academic article

Books

  • Shi, Zhongzhi; Vadera, Sunil; Aamodt, Agnar; Leake, David. (2010) Intelligent Information Processing V. Springer Springer
    Academic anthology/Conference proceedings
  • Aamodt, Agnar; Veloso, Manuela. (1995) Case-Based Reasoning Research and Development, First International Conference on Case-Based Reasoning, ICCBR-95. Springer Springer
    Non-fiction book
  • Aamodt, Agnar; Komorowski, Jan. (1995) SCAI'95: Fifth Scandinavian Conference on Artificial Intelligence. [Mangler utgivernavn] [Mangler utgivernavn]
    Non-fiction book

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