H. Joe Steinhauer

26 papers A* 1A 2B 1C 4Misc 4Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Data-Driven Prediction of Vehicle-Vulnerable Road User Collisions at Road Intersections Using Machine Learning Models. ANT/EDI40 Yacine Atif, Yuri Tarakanov, Mikael Lebram, H. Joe Steinhauer, Alexander Karlsson, Paul Hemeren
2025	J	`jnl`	Designing deep neural networks for driver intention recognition. Eng. Appl. Artif. Intell. Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
2025	J	`jnl`	Last Layer Hamiltonian Monte Carlo. CoRR Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Jonas Andersson, Anders Sjögren
2025	J	`jnl`	Latent Uncertainty Representations for Video-based Driver Action and Intention Recognition. CoRR Koen Vellenga, H. Joe Steinhauer, Jonas Andersson, Anders Sjögren
2024	J	`jnl`	Designing deep neural networks for driver intention recognition. CoRR Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty
2024	A	`conf`	Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition. WACV Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Tomas Björklund
2023	Misc	`conf`	Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition. ICMLC Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren
2023	J	`jnl`	Topic modeling for anomaly detection in telecommunication networks. J. Ambient Intell. Humaniz. Comput. H. Joe Steinhauer, Tove Helldin, Gunnar Mathiason, Alexander Karlsson
2021	A*	`conf`	Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach. AAAI Omar Hamed, H. Joe Steinhauer
2019	B	`conf`	An Infinite Replicated Softmax Model for Topic Modeling. MDAI Nikolas Alexander Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer
2019	—	`ch.`	Artificial Intelligence. Data Science in Practice Vicenç Torra, Alexander Karlsson, H. Joe Steinhauer, Stefan Berglund
2019	—	`ch.`	Information Fusion. Data Science in Practice H. Joe Steinhauer, Alexander Karlsson
2018	Misc	`conf`	On the behavior of the infinite restricted boltzmann machine for clustering. SAC Nikolas A. Huhnstock, Alexander Karlsson, Maria Riveiro, H. Joe Steinhauer
2018	C	`conf`	Situation Awareness in Telecommunication Networks Using Topic Modeling. FUSION Tove Helldin, H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason
2017	Misc	`conf`	Topic modeling for situation understanding in telecommunication networks. ITNAC H. Joe Steinhauer, Tove Helldin, Alexander Karlsson, Gunnar Mathiason
2016	C	`conf`	Root-cause localization using Restricted Boltzmann Machines. FUSION H. Joe Steinhauer, Alexander Karlsson, Gunnar Mathiason, Tove Helldin
2015	—	`conf`	Automatic Early Risk Detection of Possible Medical Conditions for Usage Within an AMI-System. ISAmI H. Joe Steinhauer, Jonas Mellin
2015	J	`jnl`	Modeling uncertainty in bibliometrics and information retrieval: an information fusion approach. Scientometrics Alexander Karlsson, Björn Hammarfelt, H. Joe Steinhauer, Göran Falkman, Nasrine Olson, Gustaf Nelhans, Jan Michael Nolin
2013	—	`conf`	Traceable Uncertainty for Threat Evaluation in Air to Ground Scenarios. SCAI H. Joe Steinhauer, Alexander Karlsson
2013	C	`conf`	Traceable uncertainty. FUSION H. Joe Steinhauer, Alexander Karlsson, Sten F. Andler
2012	C	`conf`	Context Awareness for a Smart Environment Utilizing Context Maps and Dempster-Shafer Theory. ICOST H. Joe Steinhauer, Stephen Marsland, Hans W. Guesgen
2010	J	`jnl`	Exploring the responsibilities of single-inhabitant Smart Homes with Use Cases. J. Ambient Intell. Smart Environ. Paul Lyons, An Cong Tran, H. Joe Steinhauer, Stephen Marsland, Jens Dietrich, Hans W. Guesgen
2010	—	`conf`	Utilising Temporal Information in Behaviour Recognition. AAAI Spring Symposium: It's All in the Timing H. Joe Steinhauer, Sook-Ling Chua, Hans Werner Guesgen, Stephen Marsland
2008	A	`conf`	Object Configuration Reconstruction from Descriptions using Relative and Intrinsic Reference Frames. ECAI H. Joe Steinhauer
2008	Misc	`conf`	Object Configuration Reconstruction from Incomplete Binary Object Relation Descriptions. KI H. Joe Steinhauer
2005	—	`conf`	A Qualitative Model for Natural Language Communication about Vehicle Traffic. AAAI Spring Symposium: Reasoning with Mental and External Diagrams: Computational Modeling and Spatial Assistance H. Joe Steinhauer