Browsing NTNU Open by Author "Zhang, Jin"
Now showing items 1-7 of 7
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A method of road network vulnerability identification taking into account travelers' heterogeneous risk attitudes
Liu, Yiliu; Lv, Bin; Zhang, Jin; Huang, Y (Chapter, 2018)The analysis of road network vulnerability is a challenging and important research subject in the field of transportation reliability engineering because of the complex coupling relationships among travelers, vehicles, ... -
A Comparative Study of STPA-Extension and the UFoI-E Method for Safety and Security Co-analysis
Carreras Guzman, Nelson Humberto; Zhang, Jin; Xie, Jing; Glomsrud, Jon Arne (Peer reviewed; Journal article, 2021)Emerging challenges in cyber-physical systems (CPSs) have been encouraging the development of safety and security co-analysis methods. These methods aim at mitigating the new risks associated with the convergence of ... -
Could We Issue Driving Licenses to Autonomous Vehicles?
Li, Jingyue; Zhang, Jin; Kaloudi, Nektaria (Journal article; Peer reviewed, 2018)Many companies are studying autonomous vehicles. One trend in the development of control algorithms for autonomous vehicles is the use of deep-learning approaches. The general idea is to simulate a human driver’s decision-making ... -
Evaluating Artificial Neural Network Robustness for Safety-Critical Systems
Zhang, Jin (Doctoral theses at NTNU;2023:364, Doctoral thesis, 2023)With the power to perform more complex tasks than humans, artificial neural networks (ANNs) have been applied to execute tasks in safety-critical systems (SCSs), such as object detection, image recognition, and navigation. ... -
Safety and Security Analysis for Autonomous Vehicles
Zhang, Jin; Taylor, J. Robert; Kozine, Igor; Li, Jingyue (Research report, 2021)Our group has been working for a few years on the topic of safety of autonomous vehicles, including theoretical developments, actual risk analyses, hazard analysis methods effectiveness and quality studies, and neural ... -
SEENS: Nuclei segmentation in Pap smear images with selective edge enhancement
Zhao, Meng; Wang, Hao; Han, Ying; Wang, Xiaokang; Dai, Hong-Ning; Sun, Xuguo; Zhang, Jin; Pedersen, Marius (Peer reviewed; Journal article, 2020)Accurate nuclei segmentation, as an indispensable basis and core link for multi-cell cervical image analysis, plays an important role in automatic pre-cancer detection. However, poor image quality due to the uneven staining, ... -
Testing and verification of neural-network-based safety-critical control software: A systematic literature review
Zhang, Jin; Li, Jingyue (Peer reviewed; Journal article, 2020)Context: Neural Network (NN) algorithms have been successfully adopted in a number of Safety-Critical Cyber-Physical Systems (SCCPSs). Testing and Verification (T&V) of NN-based control software in safety-critical domains ...