- Research works
- 49 ▲ 1300% vs 2013–17
- Citations
- 940 19.1 per fractional work
- Top-10% rate
- 25.4% record average 16.5%
- Open access
- 46% world 28%
Not ranked overall: Zenuity (Sweden) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 6.6×. Every wedge is a field page.
Which keywords describe research at Zenuity (Sweden)?
By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Autonomous Vehicles, Sensor Fusion, Collision Avoidance, Driver Assistance Systems, Trajectory Prediction and Neural Networks.
- Urban Traffic
- Requirements Engineering
- Neural Network
- Reinforcement Learning
- Control Systems
- Automated Testing
- Sensitivity Analysis
- Nonlinear Estimation
- Satisfiability Modulo Theories
- Model Predictive Control
- Model Checking
- Automation
- Human Factors
- State Estimation
- Ridesharing
- Driver Behavior
- Neural Networks
- Driver Assistance Systems
- Sensor Fusion
- Machine Learning
- Deep Learning
- Autonomous Vehicles
- Collision Avoidance
- Trajectory Prediction
- Bayesian Inference
- Intelligent Transportation Systems
- Shared Autonomous Vehicles
- Traffic Flow
- Trust
- Driver Distraction
- Convolutional Neural Networks
- Model-Based Development
- Symbolic Model Checker
- Particle Filters
- Big Data
- Software Fault Localization
- Image Classification
- Variational Inference
- Nonlinear Systems
- Time Series
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning13▲ 12×21 topics
- Machine Learning10▲ 9.3×15 topics
- Autonomous Vehicles8▲ 115×4 topics
- Sensor Fusion6▲ 150×2 topics
- Collision Avoidance6▲ 96×3 topics
- Driver Assistance Systems5▲ 362×1 topic
- Trajectory Prediction5▲ 362×1 topic
- Neural Networks4▲ 7.2×9 topics
- Bayesian Inference3▲ 47×3 topics
- Driver Behavior3▲ 91×2 topics
- Intelligent Transportation Systems3▲ 62×3 topics
- Ridesharing2▲ 164×1 topic
- Shared Autonomous Vehicles2▲ 164×1 topic
- State Estimation2▲ 70×2 topics
- Traffic Flow2▲ 73×2 topics
- Human Factors2▲ 78×3 topics
- Trust2▲ 17×2 topics
- Automation2▲ 68×1 topic
- Driver Distraction2▲ 136×1 topic
- Model Checking2▲ 35×2 topics
- Convolutional Neural Networks2▲ 8.3×2 topics
- Model Predictive Control2▲ 15×3 topics
- Model-Based Development2▲ 89×2 topics
- Satisfiability Modulo Theories2▲ 88×1 topic
- Symbolic Model Checker2▲ 88×1 topic
- Nonlinear Estimation2▲ 101×1 topic
- Particle Filters2▲ 101×1 topic
- Sensitivity Analysis2▲ 28×2 topics
- Big Data2▲ 5.5×4 topics
- Automated Testing1▲ 96×1 topic
- Software Fault Localization1▲ 96×1 topic
- Control Systems1▲ 9.8×4 topics
- Image Classification1▲ 37×2 topics
- Reinforcement Learning1▲ 33×2 topics
- Variational Inference1▲ 86×2 topics
- Neural Network1▲ 8.6×2 topics
- Nonlinear Systems1▲ 11×3 topics
- Requirements Engineering1▲ 35×2 topics
- Time Series1▲ 26×3 topics
- Urban Traffic1▲ 40×2 topics
Which research topics does Zenuity (Sweden) publish most on?
By volume in 2022–2025: Autonomous Vehicle Technology and Safety, Human-Automation Interaction and Safety, Advanced Neural Network Applications and Anomaly Detection Techniques and Applications.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Autonomous Vehicle Technology and Safety Automotive Engineering 1 works
- 2 Human-Automation Interaction and Safety Social Psychology 1 works
- 3 Advanced Neural Network Applications Computer Vision and Pattern Recognition 1 works
- 4 Anomaly Detection Techniques and Applications Artificial Intelligence 1 works
- 5 Software Testing and Debugging Techniques Software 1 works
- 6 Adversarial Robustness in Machine Learning Artificial Intelligence 1 works
- 7 Software Engineering Research Information Systems 1 works
- 8 Advanced Control Systems Optimization Control and Systems Engineering 1 works
- 9 Fault Detection and Control Systems Control and Systems Engineering 1 works
- 10 Formal Methods in Verification Computational Theory and Mathematics 1 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Zenuity (Sweden)'s research output changed?
Output in 2018–2022 was 1300% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Gothenburg
- University of Gothenburg
- Chalmers University of Technology
- Sahlgrenska University Hospital
- Göteborgs Stads
- RISE Research Institutes of Sweden
- Volvo (Sweden)
- Nordic School of Public Health
- Public Dental Service Västra Götaland
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.