H. Joe Steinhauer

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