2025

• Gundersen, Odd Erik; Cappelen, Odd; Mølnå, Martin; Nilsen, Nicklas Grimstad. (2025) The Unreasonable Effectiveness of Open Science in AI: A Replication Study. Proceedings of the AAAI Conference on Artificial Intelligence
  Academic article
• Aczel, Balazs; Barwich, Ann-Sophie; Diekman, Amanda; Fishbach, Ayelet; Goldstone, R; Gomez, Pablo. (2025) The present and future of peer review: Ideas, interventions, and evidence. Proceedings of the National Academy of Sciences of the United States of America (PNAS)
  Article in business/trade/industry journal
• Davis-Stober, Clintin P.; Sarafoglou, Alexandra; Aczel, Balazs; Chandramouli, Suyog; Errington, Timothy M.; Field, Sarahanne M.. (2025) How can we make sound replication decisions?. Proceedings of the National Academy of Sciences of the United States of America (PNAS)
  Article in business/trade/industry journal

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
• Intahchomphoo, Channarong; Millar, Jason; Gundersen, Odd Erik; Tschirhart, Christian; Meawasige, Kris; Salemi, Hojjat. (2024) Effects of artificial intelligence and robotics on human labour: A systematic review. Legal Information Management
  Academic article
• Nasar, Wajeeha; Karlsen, Anniken Susanne Thoresen; Torres, Ricardo da Silva; Gundersen, Odd Erik. (2024) Artificial Intelligence-Informed Decision Support for Search and Rescue. Doctoral theses at NTNU (2024/205)
  Doctoral dissertation
• 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
• 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; Gedde, Yrjar Bringedal; Rehm, Johannes; 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
• Nasar, Wajeeha; 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; 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
• 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
• Gundersen, Odd Erik; Helmert, Malte; Hoos, Holger H.. (2024) Improving Reproducibility in AI Research: Four Mechanisms Adopted by JAIR. The journal of artificial intelligence research
  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

• 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
• 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

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