Uncertainty-aware prediction validator in deep learning models for cyber-physical system data

FO Catak, T Yue, S Ali - ACM Transactions on Software Engineering and …, 2022 - dl.acm.org
The use of Deep learning in Cyber-Physical Systems (CPSs) is gaining popularity due to its
ability to bring intelligence to CPS behaviors. However, both CPSs and deep learning have …

[HTML][HTML] An investigation into unsafe behaviors and traffic accidents involving unlicensed drivers: a perspective for alignment measurement

W Boulagouas, S García-Herrero, R Chaib… - International Journal of …, 2020 - mdpi.com
Road traffic plays a vital role in countries' economic growth and future development.
However, traffic accidents are considered a major public health issue affecting humankind …

Probabilistic modeling and reasoning of conflict detection effectiveness by tracking systems towards safe urban air mobility operations

W Dai, ZH Quek, KH Low - Reliability Engineering & System Safety, 2024 - Elsevier
This study targets the scenario where centralized tracking systems provide tactical conflict
detection for urban air mobility (UAM) flights. In this scenario, the interaction between …

Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks

FO Catak, U Cali, M Kuzlu… - 2023 12th Mediterranean …, 2023 - ieeexplore.ieee.org
With the rise of intelligent applications, such as self-driving cars and augmented reality, the
security and reliability of wireless communication systems have become increasingly crucial …

An integer linear programming formulation for post-departure air traffic flow management

M Bongo, C Sy - ASEAN Engineering Journal, 2021 - journals.utm.my
The air transportation domain faces issues in air traffic congestion which leads to delays
affecting a network of flights. As stakeholders strive to address such issue by applying air …

[HTML][HTML] Hierarchical Bayesian models to estimate the number of losses of separation between aircraft in flight

RMA Valdés, VFG Comendador - Applied Sciences, 2021 - mdpi.com
Air transport is considered to be the safest mode of mass transportation. Air traffic
management (ATM) systems constitute one of the fundamental pillars that contribute to these …

[PDF][PDF] AN INTEGER LINEAR PROGRAMMING FORMULATION FOR POST-DEPARTURE AIR TRAFFIC FLOW MANAGEMENT

MBC Sy - academia.edu
The air transportation domain faces issues in air traffic congestion which leads to delays
affecting a network of flights. As stakeholders strive to address such issue by applying air …

Estudio de la lesividad de los accidentes de tráfico en España: modelización de los factores técnicos y humanos

JD Febres Eguiguren - 2021 - riubu.ubu.es
Las lesiones y muertes causadas por los accidentes de tráfico se han convertido en un
problema de salud pública a nivel mundial, de tal magnitud que han estado presentes en …