2025

• Jørgensen, Tollef Emil; Mengshoel, Ole Jakob. (2025) Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings. International Conference on Computational Linguistics (ICCL) (COLING)
  Vitenskapelig artikkel
• Masson, Corentin; Sánchez-Díaz, Xavier F. C.; Mengshoel, Ole Jakob. (2025) Visualizing Pseudo-Boolean Functions: Feature Selection and Regularization for Machine Learning. Springer
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2024

• Sánchez-Díaz, Xavier F. C.; Mengshoel, Ole Jakob. (2024) Estimating the Number of Local Optima in Multimodal Pseudo-Boolean Functions: Validation via Landscapes of Triangles. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Chen, Jianpeng; Wang, Yujing; Zeng, Ming; Xiang, Zongyi; Hou, Bitan; Tong, Yunhai. (2024) Customizing graph neural networks using path reweighting. Information Sciences
  Vitenskapelig artikkel
• Sánchez-Diaz, Xavier F. C.; Masson, Corentin Antoine François; Mengshoel, Ole Jakob. (2024) Regularized Feature Selection Landscapes: An Empirical Study of Multimodality. Springer
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Langseth, Helge; Ramampiaro, Heri; Bach, Kerstin. (2024) Improving Labour Inspection Efficiency via Machine Learning. NTNU
  Doktorgradsavhandling
• Mengshoel, Ole Jakob; Elster, Anne C.; Fagervik, Jørgen Aleksander. (2024) Efficient Processing of Distributed Acoustic Sensing Data: Anomaly Detection using Autoencoders. NTNU Open
  Mastergradsoppgave

2023

• Sánchez Diaz, Xavier Fernando Cuauhtémoc; Mengshoel, Ole Jakob. (2023) Evolutionary Computation with Islands: Extending EvoLP.jl for Parallel Computing. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Vitenskapelig artikkel
• Van De Weijer, Erling; Owren, Odd André; Mengshoel, Ole Jakob. (2023) Forecasting Hourly Ambulance Demand for Oslo, Norway: A Neuro-Symbolic Method. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Vitenskapelig artikkel
• Venkatachalam, Shanmuga; Nair, Harideep; Zeng, Ming; Tan, Cathy Shunwen; Mengshoel, Ole Jakob; Shen, John Paul. (2023) Corrigendum: SemNet: Learning semantic attributes for human activity recognition with deep belief networks(Front. Big Data, (2022), 5, (879389), 10.3389/fdata.2022.879389). Frontiers in Big Data
  Errata
• Sánchez-Diaz, Xavier F. C.; Mengshoel, Ole Jakob. (2023) EvoLP.jl: A Playground for Evolutionary Computation in Julia. CEUR Workshop Proceedings
  Vitenskapelig artikkel
• Schjølberg, Magnus Eide; Bekkevold, Nicklas Paus; Sánchez-Díaz, Xavier F. C.; Mengshoel, Ole Jakob. (2023) Comparing Metaheuristic Optimization Algorithms for Ambulance Allocation: An Experimental Simulation Study. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Mengshoel, Ole Jakob; Foss, Fredrik; Sánchez-Díaz, Xavier F. C.. (2023) Controlling Hybrid Evolutionary Algorithms in Subset Selection for Multimodal Optimization. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Chiu, Jessica 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)
  Vitenskapelig artikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Theisen, Ole Magnus; Bach, Kerstin. (2023) Creating Explainable Dynamic Checklists via Machine Learning to Ensure Decent Working Environment for All: A Field Study with Labour Inspections. IOS Press
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2022

• 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
• 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)
  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
  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. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2021

• 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
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Bach, Kerstin. (2021) Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists. Springer
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Burak, Jan Jakub; Mengshoel, Ole Jakob. (2021) A Multi-Objective Genetic Algorithm for Jacket Optimization. ACM Publications
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Foss, Fredrik; Mengshoel, Ole Jakob. (2021) A Multimethod Approach to Multimodal Function Optimization. ACM Publications
  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. ACM Publications
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Mengshoel, Ole Jakob; Yu, Tong; Riege, Jon; Flogard, Eirik Lund. (2021) Stochastic Local Search for Efficient Hybrid Feature Selection. ACM Publications
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2020

• 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
  Sammendrag/abstract
• Lee, Ritchie; Mengshoel, Ole Jakob; Saksena, Anshu; Gardner, Ryan; Genin, Daniel; Silbermann, Joshua. (2020) Adaptive stress testing: Finding likely failure events with reinforcement learning. The journal of artificial intelligence research
  Vitenskapelig artikkel

2019

• Lee, Ritchie; Puig-Navarro, Javier; Agogino, Adrian K.; Giannakoupoulou, Dimitra; Mengshoel, Ole Jakob; Kochenderfer, Mykel J.. (2019) Adaptive Stress Testing of Trajectory Planning Systems. American Institute of Aeronautics and Astronautics (AIAA)
  Faglig kapittel

2018

• Zeng, Ming; Gao, Haoxiang; Yu, Tong; Mengshoel, Ole Jakob; Langseth, Helge; Lane, Ian. (2018) Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Mengshoel, Ole Jakob; Yu, Tong; Pan, Shijia; Xu, Susu; Chen, Xinlei; Mirshekari, Mostafa. (2018) ILPC: Iterative Learning using Physical Constraints in Real-World Sensing Data. AAAI Press
  Faglig kapittel
• Galán, Severino F.; Mengshoel, Ole Jakob. (2018) Neighborhood beautification: Graph layout through message passing. Journal of Visual Languages and Computing
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Fang, Zhou; Luo, Mulong; Srivastava, Mani B.; Gupta, Rajesh K.. (2018) Mitigating Multi-tenant Interference in Continuous Mobile Offloading. Springer
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• 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. Association for Computing Machinery (ACM)
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2017

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

2014

• Ricks, Brian; Mengshoel, Ole Jakob. (2014) Diagnosis for uncertain, dynamic and hybrid domains using Bayesian networks and arithmetic circuits. International Journal of Approximate Reasoning
  Vitenskapelig artikkel
• Mengshoel, Ole Jakob; Galán, Severino F.; de Dios, Antonio. (2014) Adaptive generalized crowding for genetic algorithms. Information Sciences
  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. (2013) Software health management with Bayesian networks. Innovations in Systems and Software Engineering
  Vitenskapelig artikkel