2023

• Chiu, Ka Yi; Li, Charlie Chunlin; Mengshoel, Ole Jakob. (2023) Potential applications of deep learning in automatic rock joint trace mapping in a rock mass. IOP Conference Series: Earth and Environmental Science (EES). volum 1124.
  Vitenskapelig artikkel

2022

• Basak, Aniruddha; Schmidt, Kevin M.; Mengshoel, Ole Jakob. (2022) From data to interpretable models: machine learning for soil moisture forecasting. International Journal of Data Science and Analytics (JDSA). volum 15.
  Vitenskapelig artikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob. (2022) A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments. Advances in Neural Information Processing Systems.
  Vitenskapelig artikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Bach, Kerstin. (2022) Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All. IJCAI International Joint Conference on Artificial Intelligence.
  Vitenskapelig artikkel
• Hjelmeland, Hanna Waage; Eriksen, Bjørn-Olav Holtung; Mengshoel, Ole Jakob; Lekkas, Anastasios M.. (2022) Identification of Failure Modes in the Collision Avoidance System of an Autonomous Ferry using Adaptive Stress Testing. IFAC-PapersOnLine. volum 55 (31).
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Flogard, Eirik Lund; Yu, Tong; Riege, Jon. (2022) Understanding the Cost of Fitness Evaluation for Subset Selection: Markov Chain Analysis of Stochastic Local Search. GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2021

• Burak, Jan Jakub; Mengshoel, Ole Jakob. (2021) A Multi-Objective Genetic Algorithm for Jacket Optimization. GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Bach, Kerstin. (2021) Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists. Case-Based Reasoning Research and Development.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Foss, Fredrik; Mengshoel, Ole Jakob. (2021) A Multimethod Approach to Multimodal Function Optimization. GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Mengshoel, Ole Jakob; Flogard, Eirik Lund; Riege, Jon; Yu, Tong. (2021) Stochastic Local Search Heuristics for Efficient Feature Selection: An Experimental Study. NIKT: Norsk IKT-konferanse for forskning og utdanning.
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Yu, Tong; Riege, Jon; Flogard, Eirik Lund. (2021) Stochastic Local Search for Efficient Hybrid Feature Selection. GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Skjærseth, Eirik Høgdahl; Vinje, Harald; Mengshoel, Ole Jakob. (2021) Novelty Search for Evolving Interesting Character Mechanics for a Two-Player Video Game. GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2020

• Lee, Ritchie; Mengshoel, Ole Jakob; Saksena, Anshu; Gardner, Ryan; Genin, Daniel; Silbermann, Joshua; Owen, Michael; Kochenderfer, Mykel J.. (2020) Adaptive stress testing: Finding likely failure events with reinforcement learning. The journal of artificial intelligence research. volum 69.
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Yu, Tong; Zeng, Ming. (2020) Stochastic local search and machine learning: From theory to applications and vice versa. Frontiers in Artificial Intelligence and Applications. volum 325.
  Sammendrag/abstract

2019

• Lee, Ritchie; Puig-Navarro, Javier; Agogino, Adrian K.; Giannakoupoulou, Dimitra; Mengshoel, Ole Jakob; Kochenderfer, Mykel J.; Allen, B. Danette. (2019) Adaptive Stress Testing of Trajectory Planning Systems. AIAA Scitech 2019 Forum.
  Faglig kapittel

2018

• Galán, Severino F.; Mengshoel, Ole Jakob. (2018) Neighborhood beautification: Graph layout through message passing. Journal of Visual Languages and Computing. volum 44.
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Fang, Zhou; Luo, Mulong; Srivastava, Mani B.; Gupta, Rajesh K.. (2018) Mitigating Multi-tenant Interference in Continuous Mobile Offloading. Cloud Computing – CLOUD 2018. CLOUD 2018. Lecture Notes in Computer Science, vol 10967.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Mengshoel, Ole Jakob; Yu, Tong; Pan, Shijia; Xu, Susu; Chen, Xinlei; Mirshekari, Mostafa; Fagert, Jonathon; Noh, Hae Young. (2018) ILPC: Iterative Learning using Physical Constraints in Real-World Sensing Data. The Workshops of the The Thirty-Second {AAAI} Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018.
  Faglig kapittel
• Mengshoel, Ole Jakob; Zeng, Ming; Yu, Tong; Quin, Helen; Lee, Chris; Shen, John Paul. (2018) Improving Bag-Of-Words: Capturing Local Information for Motion-Based Activity Recognition. UbiComp '18: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Zeng, Ming; Gao, Haoxiang; Yu, Tong; Mengshoel, Ole Jakob; Langseth, Helge; Lane, Ian; Liu, Xiaobing. (2018) Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Proceedings of the 2018 ACM International Symposium on Wearable Computers.
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2017

• Pan, Shijia; Yu, Tong; Mirshekari, Mostafa; Fagert, Jonathon; Bonde, Amelie; Mengshoel, Ole Jakob; Noh, Hae Young; Zhang, Pei. (2017) FootprintID: Indoor Pedestrian Identification through Ambient Structural Vibration Sensing. PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. volum 1 (3).
  Vitenskapelig artikkel

2015

• Schumann M, Johan; Rozier, Kristin Y; Reinbacher, Thomas; Mengshoel, Ole Jakob; Mbaya, Timmy; Ippolito, Corey. (2015) Towards Real-time, On-board, Hardware-supported Sensor and Software Health Management for Unmanned Aerial Systems. International Journal of Prognostics and Health Management. volum 6 (21).
  Vitenskapelig artikkel

2014

• Mengshoel, Ole Jakob; Galán, Severino F.; de Dios, Antonio. (2014) Adaptive generalized crowding for genetic algorithms. Information Sciences. volum 258.
  Vitenskapelig artikkel
• Ricks, Brian; Mengshoel, Ole Jakob. (2014) Diagnosis for uncertain, dynamic and hybrid domains using Bayesian networks and arithmetic circuits. International Journal of Approximate Reasoning. volum 55 (5).
  Vitenskapelig artikkel

2013

• Galán, Severino F.; Mengshoel, Ole Jakob; Pinter, Rafael. (2013) A Novel Mating Approach for Genetic Algorithms. Evolutionary Computation.
  Vitenskapelig artikkel
• Schumann, Johann; Mbaya, Timmy; Mengshoel, Ole Jakob; Pipatsrisawat, Knot; Srivastava, Ashok; Choi, Arthur; Darwiche, Adnan. (2013) Software health management with Bayesian networks. Innovations in Systems and Software Engineering. volum 9 (4).
  Vitenskapelig artikkel