Joe Steinhauer
Senior Lecturer in Computer Science
School of Informatics
Room PA520Q
Phone 0500-448822
Not available
Research
Publications
Projects
2025
Engineering applications of artificial intelligence
2025. Article.
https://doi.org/10.1016/j.engappai.2024.109574
2024
3rd International Conference on Water Management in Changing Conditions: Book of abstracts
2024. Conference paper, oral presentation with abstract.
ACM Transactions on Probabilistic Machine Learning
2024. Article.
https://doi.org/10.1145/3688573
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
2024. Conference paper.
https://doi.org/10.1109/WACV57701.2024.00726
2023
Journal of Ambient Intelligence and Humanized Computing
2023. Article.
https://doi.org/10.1007/s12652-019-01372-5
ICMLC 2023: Proceedings of 2023 15th International Conference on Machine Learning and Computing, Zhuhai, China, February 17-20, 2023
2023. Conference paper.
https://doi.org/10.1145/3587716.3587758
2022
IEEE Open Journal of Intelligent Transportation Systems
2022. Article, review.
https://doi.org/10.1109/ojits.2022.3197296
2021
Pedestrian Intention Recognition and Action Prediction Using a Feature Fusion Deep Learning Approach
USB Proceedings The 18th International Conference on Modeling Decisions for Artificial Intelligence: MDAI 2021, Umeå
2021. Conference paper.
AAAI-21 / IAAI-21 / EAAI-21 Proceedings: A virtual conference February 2-9, 2021: Thirty-Fifth AAAI Conference on Artificial Intelligence, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, The Eleventh Symposium on Educational Advances in Artificial Intelligence
2021. Conference paper.
2020
DHM2020: Proceedings of the 6th International Digital Human Modeling Symposium, August 31 – September 2, 2020
2020. Conference paper.
https://doi.org/10.3233/ATDE200009
2019
2018
2017
2016
2015
2014
2013
2012
Ongoing projects
Intelligent Driver Support Systems and Safety Enhancement
I2Connect focuses on developing next generation of Advanced Driver Assistance Systems (ADAS) for trucks. The emphasis will be on developing algorithms for fusion and situation assessment and prediction based on Evidence Theory, as well as adaptive human-machine interfaces (HMI).
November 2023 - May 2026 InformaticsFinished projects
CogniDrive
The driver's ability to understand a current traffic situation, and anticipate future maneuvers of other traffic participants are key safety enablers. How can we help drivers observe the traffic safety of different traffic situations via information and warnings via a safety system?
November 2023 - October 2024 InformaticsSTRATUS – AI for climate adaption
This project aims to identify, adjust and implement AI methods to improve and create a more resilient drinking water production and distribution, where the operators at the drinking water plants are supported in their decision making processes.
November 2021 - November 2023 InformaticsIntention recognition for real-time automotive 3D situation awareness
Intention recognition is the task of inferring an agent´s intention based on its previous actions. It is crucial for human social intelligence which in turn enables understanding of, and for the ability to predict, other humans´ behaviours, such as for example other drivers´ intent to overtake, stop, turn, or switch lanes. For making situation-based decisions, both autonomous and human drivers need to take the intentions of surrounding vehicles into account. This is especially true in a mix of autonomous and human drivers.
January 2019 - December 2022 InformaticsBISON: Better decisions through Big Data
Big data has gained much interesting in recent years due to the rapid expansion of the massive amount of data that is available for solving different types of tasks within many different application domains. However, today's big data is still on a fairly low level of abstraction when it comes to complex decision support tasks, subject to e.g. high dimensionality and significant portions of uncertainty regarding which patterns to look for in the data.
October 2015 - September 2019 InformaticsHealthy Life support through Comprehensive Tracking of individual and Environmental Behaviors (HELICOPTER)
The HELICOPTER proposal aim at exploiting ambient-assisted living techniques to provide older adults (end users) and their informal caregivers with support, motivation and guidance in pursuing a healthy and safe lifestyle.
July 2013 - June 2016 Informatics