Risk prediction and early warning of pilots’ unsafe behaviors using association rule mining and system dynamics

A two-stage hybrid credit risk prediction model based on XGBoost and graph-based deep neural network

(2022) Jiaming Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A method for economic evaluation of predictive maintenance technologies by integrating system dynamics and evolutionary game modelling

(2022) Huixing Meng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Predicting human reliability based on probabilistic mission completion time using Bayesian Network

(2022) N. Asadayoobi et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

On the causation of seafarers’ unsafe acts using grounded theory and association rule

(2022) He Lan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Research on simulation of risk control strategy for air traffic controllers’ unsafe acts

(2022) Ruihua Xu et al.   SAFETY SCIENCE

A path analysis model of individual variables predicting safety behavior and human error: The mediating effect of situation awareness

(2021) Iraj Mohammadfam et al.   INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS

Uncertainty quantification and reduction in aircraft trajectory prediction using Bayesian-Entropy information fusion

(2021) Yuhao Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An integrated assessment system for the carrying capacity of the water environment based on system dynamics

(2021) Guanzheng Hu et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Fatigue in aviation: A systematic review of the literature

(2020) Salaheddine Bendak et al.   INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS

Bayesian neural networks for flight trajectory prediction and safety assessment

(2020) Xiaoge Zhang et al.   DECISION SUPPORT SYSTEMS

Risk prediction and early warning for air traffic controllers’ unsafe acts using association rule mining and random forest

(2020) Ruihua Xu et al.   SAFETY SCIENCE

A hybrid temporal association rules mining method for traffic congestion prediction

(2019) Feng Wen et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Combining association rules mining with complex networks to monitor coupled risks

(2019) Ying Zhou et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Blowout fire probability prediction of offshore drilling platform based on system dynamics

(2019) Yan-fu Wang et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory

(2018) Lieyun Ding et al.   AUTOMATION IN CONSTRUCTION

Prediction of aircraft safety incidents using Bayesian inference and hierarchical structures

(2018) Rosa María Arnaldo Valdés et al.   SAFETY SCIENCE

The application of system dynamics modelling to system safety improvement: Present use and future potential

(2018) Mohammed Ibrahim Shire et al.   SAFETY SCIENCE

Water environment carrying capacity in Bosten Lake basin

(2018) Yumin Wang et al.   JOURNAL OF CLEANER PRODUCTION

Using Neural Networks to predict HFACS unsafe acts from the pre-conditions of unsafe acts

(2017) Don Harris et al.   ERGONOMICS

Evaluation of construction projects based on the safe work behavior of co-employees through a neural network model

(2016) D.A. Patel et al.   SAFETY SCIENCE

Structuring critical success factors of airline safety management system using a hybrid model

(2009) Yueh-Ling Hsu et al.   TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW