H. Joe Steinhauer

University of Skövde — Sweden

Engineering · Physical Sciences

6h-index222citations37works0.92yr avg
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Research Topics

Autonomous Vehicle Technology and Safety(8), Data Management and Algorithms(6), Anomaly Detection Techniques and Applications(6), Constraint Satisfaction and Optimization(6), Semantic Web and Ontologies(5)

Publications37 total

Latent Uncertainty Representations for Video-based Driver Action and Intention Recognition
arXiv (Cornell University)·2025Open Access
Last Layer Hamiltonian Monte Carlo
arXiv (Cornell University)·2025Open Access
Introduction to Data in Social Context
Journal of American History·2025
Data-Driven Prediction of Vehicle-Vulnerable Road User Collisions at Road Intersections Using Machine Learning Models
Procedia Computer Science·2025Open Access
Designing deep neural networks for driver intention recognition
Engineering Applications of Artificial Intelligence·2024· 4 citedOpen Access
PT-HMC: Optimization-based Pre-Training with Hamiltonian Monte-Carlo Sampling for Driver Intention Recognition
ACM transactions on probabilistic machine learning.·2024· 2 citedOpen Access
Designing deep neural networks for driver intention recognition
arXiv (Cornell University)·2024Open Access
Evaluation of Video Masked Autoencoders’ Performance and Uncertainty Estimations for Driver Action and Intention Recognition
2024· 1 citedOpen Access
Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition
2023· 1 citedOpen Access
Driver Intention Recognition: State-of-the-Art Review
IEEE Open Journal of Intelligent Transportation Systems·2022· 39 citedOpen Access
Pedestrian's Intention Recognition, Fusion of Handcrafted Features in a Deep Learning Approach
Proceedings of the AAAI Conference on Artificial Intelligence·2021· 4 citedOpen Access
Topic modeling for anomaly detection in telecommunication networks
Journal of Ambient Intelligence and Humanized Computing·2019· 6 citedOpen Access
An Infinite Replicated Softmax Model for Topic Modeling
Lecture notes in computer science·2019· 2 citedOpen Access
Artificial Intelligence
Studies in big data·2018· 18 cited
Information Fusion
Studies in big data·2018· 3 cited
Situation Awareness in Telecommunication Networks Using Topic Modeling
2018· 5 cited
On the behavior of the infinite restricted boltzmann machine for clustering
2018· 3 citedOpen Access
Anomaly Detection in Telecommunication Networks using Topic Models
Modeling Decisions for Artificial Intelligence·2018
Spatio-Temporal Awareness for Wireless Telecommunication Networks
International Joint Conference on Artificial Intelligence·2018
Topic modeling for situation understanding in telecommunication networks
2017· 2 cited
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Frequent Co-authors

Alexander Karlsson(20), Göran Falkman(9), Koen Vellenga(8), Tove Helldin(6), Gunnar Mathiason(6), Anders Sjögren(4), Asli Rhodin(3), Ashok Chaitanya Koppisetty(3), Stephen Marsland(3), Hans W. Guesgen(3), Nasrine Olson(2), Gustaf Nelhans(2), Jan Nolin(2), Nikolas Alexander Huhnstock(2), Maria Riveiro(2), Jonas Andersson(2), Björn Hammarfelt(1), Paul Lyons(1), An Tran Cong(1), Jens Dietrich(1)