2024

• Nasar, Wajeeha; Karlsen, Anniken Susanne Thoresen; Da Silva Torres, Ricardo; Gundersen, Odd Erik. (2024) Artificial Intelligence-Informed Decision Support for Search and Rescue. Doctoral theses at NTNU (205)
  Doctoral dissertation
• Nasar, Wajeeha; Karlsen, Anniken Susanne Thoresen; Torres, Ricardo da Silva; Gundersen, Odd Erik. (2024) Artificial Intelligence-Informed Decision Support for Search and Rescue. Norwegian University of Science and Technology (NTNU)
  Doctoral dissertation
• Nasar, Wajeeha; Da Silva Torres, Ricardo; Gundersen, Odd Erik; Karlsen, Anniken Susanne Thoresen. (2024) Improving search and rescue planning and resource allocation through case-based and concept-based retrieval. Journal of Intelligent Information Systems
  Academic article
• Rehm, Johannes; Reshodko, Irina; Gundersen, Odd Erik. (2024) A virtual driving instructor that assesses driving performance on par with human experts. Expert Systems With Applications
  Academic article
• Rehm, Johannes; Reshodko, Irina; Børresen, Stian Zimmermann; Gundersen, Odd Erik. (2024) The Virtual Driving Instructor: Multi-Agent System Collaborating via Knowledge Graph for Scalable Driver Education. Proceedings of the AAAI Conference on Artificial Intelligence
  Academic article
• Bjørnland, Johan Fredrik Rønningen; Rehm, Johannes; Gedde, Yrjar Bringedal; Reshodko, Irina; Gundersen, Odd Erik. (2024) A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level. Proceedings of the AAAI Conference on Artificial Intelligence
  Academic article
• Kapoor, Sayash; Cantrell, Emily; Peng, Kenny; Pham, Hien; Bail, Chris; Gundersen, Odd Erik. (2024) REFORMS: Consensus-based Recommendations for Machine-learning-based Science. Science Advances
  Academic article
• Nasar, Wajeeha; Gundersen, Odd Erik; Torres, Ricardo; Karlsen, Anniken Susanne Thoresen. (2024) Knowledge Graphs to Accumulate and Convey Knowledge from Past Experiences in Search and Rescue Planning and Resource Allocation. Applied Artificial Intelligence
  Academic article
• Fleten, Kristine Klock; Aasgård, Ellen Krohn; Xing, Liyuan; Grøttum, Hanne Høie; Fleten, Stein-Erik; Gundersen, Odd Erik. (2024) Applying and benchmarking a stochastic programming-based bidding strategy for day-ahead hydropower scheduling. Computational Management Science
  Academic article
• Strøm, Eivind; Gundersen, Odd Erik. (2024) Performance metrics for multi-step forecasting measuring win-loss, seasonal variance and forecast stability: an empirical study. Applied intelligence (Boston)
  Academic article
• Rehm, Johannes; Reshodko, Irina; Børresen, Stian Zimmermann; Gundersen, Odd Erik. (2024) The virtual driving instructor: Multi-agent system collaborating via knowledge graph for scalable driver education. The AI Magazine
  Academic article

2023

• Gundersen, Odd Erik; Shamsaliei, Saeid; Kjærnli, Håkon Slåtten; Langseth, Helge. (2023) On Reporting Robust and Trustworthy Conclusions from Model Comparison Studies Involving Neural Networks and Randomness. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik. (2023) Improving reproducibility of artificial intelligence research to increase trust and productivity. OECD Publishing
  Academic chapter/article/Conference paper
• Venable, Kristen Brent; Gundersen, Odd Erik. (2023) Editorial. The AI Magazine
  Editorial
• Grotmol, Gunnar Grung; Furdal, Eivind Hovdegård; Dalal, Nisha; Ottesen, Are Løkken; Rørvik, Ella-Lovise Hammervold; Mølnå, Martin. (2023) A Robust and Scalable Stacked Ensemble for Day-Ahead Forecasting of Distribution Network Losses. AAAI Press
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik; Coakley, Kevin. (2023) Open Research in Artificial Intelligence and the Search for Common Ground in Reproducibility: A Commentary on “(Why) Are Open Research Practices the Future for the Study of Language Learning?”. Language Learning
  Short communication
• Nasar, Wajeeha; Da Silva Torres, Ricardo; Gundersen, Odd Erik; Karlsen, Anniken Susanne Thoresen. (2023) The Use of Decision Support in Search and Rescue: A Systematic Literature Review. ISPRS International Journal of Geo-Information
  Academic article

2022

• Coakley, Kevin; Kirkpatrick, Christine; Gundersen, Odd Erik. (2022) Examining the Effect of Implementation Factors on Deep Learning Reproducibility . IEEE conference proceedings
  Academic chapter/article/Conference paper
• Xing, Liyuan; Sizov, Gleb Valerjevich; Gundersen, Odd Erik. (2022) Digital Transformation in Renewable Energy: Use Cases and Experiences from a Nordic Power Producer. Springer
  Academic chapter/article/Conference paper

2021

• Gundersen, Odd Erik. (2021) The case against registered reports. The AI Magazine
  Academic article
• Gundersen, Odd Erik. (2021) The fundamental principles of reproducibility. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
  Academic article
• Gundersen, Odd Erik; Shamsaliei, Saeid; Isdahl, Richard Juul. (2021) Do machine learning platforms provide out-of-the-box reproducibility?. Future Generation Computer Systems
  Academic article
• Venable, Kristen Brent; Gundersen, Odd Erik. (2021) Letter from the Editors: AI Magazine in the new era of AI. The AI Magazine
  Editorial
• Dalal, Nisha; Mølnå, Martin; Herrem, Mette; Røen, Magne; Gundersen, Odd Erik. (2021) Day-ahead forecasting of losses in the distribution network. The AI Magazine
  Academic article
• Alfredsen, Knut; Dalsgård, Arild Sørensen; Shamsaliei, Saeid; Halleraker, Jo Halvard; Gundersen, Odd Erik. (2021) Towards an automatic characterization of riverscape development by deep learning. Rivers Research and Applications: an international journal devoted to river research and management
  Academic article
• Intahchomphoo, Channarong; Vellino, André; Gundersen, Odd Erik; Jarusawat, Piyapat; Wongjamras, Pranee; Tschirhart, Naomi Anne. (2021) The Impact of Thailand's Migrant Worker Law on Literacy and Social Media among Ethnic Shan Female Migrants from Myanmar. International Journal of Legal Information (IJLI)
  Academic article

2020

• Sandberg, Martin K. Hoel; Rehm, Johannes; Mnoucek, Matej; Reshodko, Irina; Gundersen, Odd Erik. (2020) Explaining Traffic Situations – Architecture of a Virtual Driving Instructor. Lecture Notes in Computer Science (LNCS)
  Academic article
• Gundersen, Odd Erik. (2020) The Reproducibility Crisis Is Real. The AI Magazine
  Academic article
• Dalal, Nisha; Mølnå, Martin; Herrem, Mette; Røen, Magne; Gundersen, Odd Erik. (2020) Day-Ahead Forecasting of Losses in the Distribution Network. AAAI Press
  Academic chapter/article/Conference paper
• Intahchomphoo, Channarong; Gundersen, Odd Erik. (2020) Artificial Intelligence and Race: a Systematic Review. Legal Information Management
  Academic article
• Intahchomphoo, Channarong; Vellino, André; Gundersen, Odd Erik; Tschirhart, Christian; Shaaban, Eslam. (2020) References to Artificial Intelligence in Canada's Court Cases. Legal Information Management
  Academic article

2019

• Barash, Guy; Castillo-Effen, Mauricio; Chhaya, Niyati; Clark, Peter; Espinoza, Huáscar; Farchi, Eitan. (2019) Reports of the workshops held at the 2019 aaai conference on artificial intelligence. The AI Magazine
  Academic article
• Intahchomphoo, Channarong; Vellino, André; Gundersen, Odd Erik. (2019) Connecting with Youth at Risk: Indigenous Organizations Use of Facebook. Journal of Community Informatics
  Academic article
• Gundersen, Odd Erik. (2019) Standing on the feet of giants - Reproducibility in AI. The AI Magazine
  Academic article
• Isdahl, Richard Juul; Gundersen, Odd Erik. (2019) Out-of-the-Box Reproducibility: A Survey of Machine Learning Platforms. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper

2018

• Aha, David; Bach, Kerstin; Gundersen, Odd Erik; Lieber, Jean. (2018) The 25th International Conference on Case-Based Reasoning. The AI Magazine
  Academic article
• Gundersen, Odd Erik; Kjensmo, Sigbjørn. (2018) State of the Art: Reproducibility in Artificial Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence
  Academic article
• Gundersen, Odd Erik; Lebiere, Christian; Rogova, Galina. (2018) Proceedings of 2018 IEEE International Conference on Cognitive and Computational Aspects of Situation Management. IEEE (Institute of Electrical and Electronics Engineers) IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (digital)
  Academic anthology/Conference proceedings
• Berthling-Hansen, Gabriel; Morch, Eivind; Løvlid, Rikke Amilde; Gundersen, Odd Erik. (2018) Automating Behaviour Tree Generation for Simulating Troop Movements. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik; Gil, Yolanda; Aha, David W.. (2018) On reproducible AI: Towards reproducible research, open science, and digital scholarship in AI publications. The AI Magazine
  Academic article

2017

• Petridis, Miltos; Minor, Mirjam; Montani, Stefania; Gundersen, Odd Erik. (2017) 3rd workshop on process-oriented case-based reasoning PO-CBR@ICCBR-2017. CEUR Workshop Proceedings
  Editorial
• Gundersen, Odd Erik; Pram, Christoffer; Øvergård, Fredrik. (2017) Hailing a ride with a rescue helicopter: A case study. IEEE (Institute of Electrical and Electronics Engineers)
  Academic chapter/article/Conference paper

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. 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
• Gundersen, Odd Erik. (2016) Towards Reducing the Reaction Time of Emergency Services through Improved Situation Assessment. IEEE Sarnoff Symposium
  Academic chapter/article/Conference paper

2015

• Gundersen, Odd Erik. (2015) Towards Scientific Benchmarks: On Increasing the Credibility of Benchmarks. Eurographics - European Association for Computer Graphics
  Academic chapter/article/Conference paper

2014

• Gundersen, Odd Erik. (2014) The Role of Context and its Elements in Situation Assessment. Springer
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik; Kucs, Richard; Sheehy, Tim; Vocal de Holden, Mabel. (2014) Transferring Knowledge Through Decision Support: A Case Study. Society of Petroleum Engineers
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik. (2014) Enhancing the Situation Awareness of Decision Makers by Applying Case-Based Reasoning on Streaming Data. Tapir Akademisk Forlag Doktoravhandlinger ved NTNU (315)
  Doctoral dissertation
• Bach, Kerstin; Gundersen, Odd Erik; Knappskog, Christian H; Øzturk, Pinar. (2014) Automatic Case Capturing for Problematic Drilling Situations. Springer Publishing Company
  Academic chapter/article/Conference paper
• Jaatun, Ellen A. Andreassen; Hjermstad, Marianne Jensen; Gundersen, Odd Erik; Oldervoll, Line Merethe; Kaasa, Stein; Haugen, Dagny Faksvåg. (2014) Development and testing of a computerized pain body map in patients with advanced cancer. Journal of Pain and Symptom Management
  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
• Gundersen, Odd Erik; Sørmo, Frode. (2013) An Architecture for Multi-Dimensional Temporal Abstraction Supporting Decision Making in Oil-Well Drilling. Springer Publishing Company
  Academic chapter/article/Conference paper
• 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; Gundersen, Odd Erik. (2013) Experience Transfer for Process Improvement. Engineering Applications of Artificial Intelligence
  Academic article

2012

• Hjermstad, Marianne Jensen; Lie, Hanne Cathrine; Caraceni, Augusto; Currow, David; Fainsinger, Robin; Gundersen, Odd Erik. (2012) Computer-Based Symptom Assessment Is Feasible in Patients With Advanced Cancer: Results From an International Multicenter Study, the EPCRC-CSA. Journal of Pain and Symptom Management
  Academic article
• Gundersen, Odd Erik; Sørmo, Frode; Aamodt, Agnar; Skalle, Pål. (2012) A real-time decision support system for high cost oil-well drilling operations. AAAI Press
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik. (2012) Toward Measuring the Similarity of Complex Event Sequences in Real-Time. Springer
  Academic chapter/article/Conference paper

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
• Bakken, Rune Havnung; Gundersen, Odd Erik. (2011) View-Independent Human Gait Recognition Using CBR and HMM. Frontiers in Artificial Intelligence and Applications
  Academic article

2010

• Gundersen, Odd Erik; Loge, Jon Håvard; Aamodt, Agnar. (2010) Decision-support for Diagnosing Depression through Case-based Reasoning. Palliative Medicine
  Abstract
• Jaatun, Ellen A. Andreassen; Haugen, Dagny Faksvåg; Hjermstad, Marianne Jensen; Kaasa, Stein; Gundersen, Odd Erik. (2010) Acceptability and Validity of a Computerised Body Map for Pain Assessment in Cancer Patients. Palliative Medicine
  Abstract
• Øzturk, Pinar; Røssland, Kari; Gundersen, Odd Erik. (2010) A multiagent framework for coordinated parallel problem solving. Applied intelligence (Boston)
  Academic article
• Skalle, Pål; Aamodt, Agnar; Gundersen, Odd Erik. (2010) Transfer of experience for improved oil well drilling.
  Academic chapter/article/Conference paper

2009

• Kofod-Pedersen, Anders; Langseth, Helge; Gundersen, Odd Erik. (2009) Proceedings of the First Norwegian Artificial Intelligence Symposium. Tapir Akademisk Forlag Tapir Akademisk Forlag
  Academic anthology/Conference proceedings
• Kofod-Petersen, Anders; Langseth, Helge; Gundersen, Odd Erik. (2009) Proceedings of the First Norwegian Artificial Intelligence Symposium. Tapir Akademisk Forlag Tapir Akademisk Forlag
  Academic anthology/Conference proceedings
• Kofod-Petersen, Anders; Langseth, Helge; Gundersen, Odd Erik. (2009) Preface. Tapir Akademisk Forlag
  Foreword
• Gundersen, Odd Erik; Skjermo, Jo. (2009) A Framework for Physically Based Forest Fire Animation. Eurographics - European Association for Computer Graphics
  Academic chapter/article/Conference paper
• Kofod-Petersen, Anders; Langseth, Helge; Gundersen, Odd Erik. (2009) Proceedings of the first Norwegian Artificial Intelligence Symposium. Tapir Akademisk Forlag Tapir Akademisk Forlag
  Academic anthology/Conference proceedings

2007

• Gundersen, Odd Erik; Tangvald, Lars. (2007) Level of Detail for Physically Based Fire. Eurographics - European Association for Computer Graphics
  Academic chapter/article/Conference paper
• Ek, Lars Andreas; Vistnes, Rune; Gundersen, Odd Erik. (2007) Animating Physically Based Explosions in Real-Time. Association for Computing Machinery (ACM)
  Academic chapter/article/Conference paper

2006

• Rødal, Knut Erik Samuel; Storli, Geir; Gundersen, Odd Erik. (2006) Physically Based Simulation and Visualization of Fire in Real-Time using the GPU. Eurographics - European Association for Computer Graphics
  Academic chapter/article/Conference paper
• Gundersen, Odd Erik; Rødal, Knut Erik Samuel; Storli, Geir. (2006) Realistic 2D Fire in Real-Time. Tapir Akademisk Forlag
  Academic chapter/article/Conference paper

2005

• Gundersen, Odd Erik; Kofod-Petersen, Anders. (2005) Multiagent Based Problem-solving in a Mobile Environment. Tapir Akademisk Forlag
  Academic chapter/article/Conference paper

2003

• Misic, P; Grong, O; Onsoien, MI; Syvertsen, F; Gundersen, Odd Erik; van der Eijk, C. (2003) Modelling of microstructure and property distribution within industrial nodular graphite iron casting. International Journal of Cast Metals Research
  Academic article