Johan Engström

21 papers Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Active inference as a unified model of collision avoidance behavior in human drivers. CoRR Julian F. Schumann, Johan Engström, Leif Johnson, Matthew O'Kelly, Joao Messias, Jens Kober, Arkady Zgonnikov
2025	J	`jnl`	Automated Brake Onset Detection in Naturalistic Driving Data. CoRR Shu-Yuan Liu, Johan Engström, Gustav Markkula
2025	J	`jnl`	Being good (at driving): Characterizing behavioral expectations on automated and human driven vehicles. CoRR Laura Fraade-Blanar, Francesca M. Favarò, Johan Engström, Melissa Cefkin, Ryan Best, John D. Lee, Trent Victor
2025	J	`jnl`	Learning an Active Inference Model of Driver Perception and Control: Application to Vehicle Car-Following. IEEE Trans. Intell. Transp. Syst. Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Matthew O'Kelly
2025	J	`jnl`	Looking for an out: Affordances, uncertainty and collision avoidance behavior of human drivers. CoRR Leif Johnson, Johan Engström, Aravinda Ramakrishnan Srinivasan, Ibrahim Özturk, Gustav Markkula
2024	J	`jnl`	Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference. Frontiers Neurorobotics Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson
2023	J	`jnl`	An active inference model of car following: Advantages and applications. CoRR Ran Wei, Anthony D. McDonald, Alfredo García, Gustav Markkula, Johan Engström, Matthew O'Kelly
2023	J	`jnl`	Building a Credible Case for Safety: Waymo's Approach for the Determination of Absence of Unreasonable Risk. CoRR Francesca Favaro, Laura Fraade-Blanar, Scott Schnelle, Trent Victor, Mauricio Peña, Johan Engström, JoJohn M. Scanlon, Kristofer D. Kusano, Dan Smith
2023	J	`jnl`	Kinematic Characterization of Micro-Mobility Vehicles During Evasive Maneuvers. CoRR Paolo Terranova, Shu-Yuan Liu, Sparsh Jain, Johan Engström, Miguel Perez
2023	J	`jnl`	Measuring Surprise in the Wild. CoRR Azadeh DinparastDjadid, Isaac Supeene, Johan Engström
2023	J	`jnl`	Resolving uncertainty on the fly: Modeling adaptive driving behavior as active inference. CoRR Johan Engström, Ran Wei, Anthony D. McDonald, Alfredo García, Matthew O'Kelly, Leif Johnson
2022	J	`jnl`	Modeling road user response timing in naturalistic settings: a surprise-based framework. CoRR Johan Engström, Shu-Yuan Liu, Azadeh DinparastDjadid, Camelia Simoiu
2022	—	`conf`	World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior. IWAI Ran Wei, Alfredo García, Anthony D. McDonald, Gustav Markkula, Johan Engström, Isaac Supeene, Matthew O'Kelly
2020	J	`jnl`	How Do Drivers Respond to Silent Automation Failures? Driving Simulator Study and Comparison of Computational Driver Braking Models. Hum. Factors Giulio Francesco Bianchi Piccinini, Esko Lehtonen, Fabio Forcolin, Johan Engström, Deike Albers, Gustav Markkula, Johan Lodin, Jesper Sandin
2019	J	`jnl`	The "Out-of-the-Loop" concept in automated driving: proposed definition, measures and implications. Cogn. Technol. Work. Natasha Merat, Bobbie Seppelt, Tyron Louw, Johan Engström, John D. Lee, Emma Johansson, Charles A. Green, Satoshi Katazaki, Chris Monk, Makoto Itoh, Daniel V. McGehee, Takashi Sunda, Kiyozumi Unoura, Trent Victor, Anna Schieben, Andreas Keinath
2019	J	`jnl`	Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures. Hum. Factors Anthony D. McDonald, Hananeh Alambeigi, Johan Engström, Gustav Markkula, Tobias Vogelpohl, Jarrett Dunne, Norbert Yuma
2017	J	`jnl`	Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis. Hum. Factors Johan Engström, Gustav Markkula, Trent Victor, Natasha Merat
2015	J	`jnl`	A Review of Research on Driving Styles and Road Safety. Hum. Factors Fridulv Sagberg, Selpi, Giulio Francesco Bianchi Piccinini, Johan Engström
2011	J	`jnl`	Development and Application of an Integrated Evaluation Framework for Preventive Safety Applications. IEEE Trans. Intell. Transp. Syst. Johan Scholliers, Somya Joshi, Maria Gemou, Falke Hendriks, Mikael Ljung Aust, Juha Luoma, Mariana S. Netto, Johan Engström, Susanna Leanderson Olsson, Ralf Kutzner, Fabio Tango, Angelos Amditis, Jean-Marc Blosseville, Evangelos Bekiaris
2011	—	`conf`	Towards User-Centred Development of Integrated Information, Warning, and Intervention Strategies for Multiple ADAS in the EU Project interactIVe. HCI (7) Tobias Hesse, Johan Engström, Emma Johansson, Giuseppe Varalda, Martin Brockmann, Amon Rambaldini, Nicola Fricke, Frank Flemisch, Frank Köster, Lena Kanstrup
2010	J	`jnl`	Effects of Working Memory Load and Repeated Scenario Exposure on Emergency Braking Performance. Hum. Factors Johan Engström, Mikael Ljung Aust, Matias Viström