this paper presents a prediction model based on a new neuro-fuzzy algorithm for estimating time in construction projects. the output of the proposed prediction model, which is employed based on a locally linear neuro-fuzzy (llnf) model, is useful for assessing a project status at different time horizons. being trained by a locally linear model tree (lolimot) learning algorithm, the model is int...

Coal mine belt conveyor can guarantee the coal mine production stable and efficient. On how to effectively predict abnormal accident occurrence time, this paper puts forward a method to predict the abnormal accident occurrence time based on Hidden Markov Model and Hidden Semi-Markov Model. Large amount of time series is collected through belt conveyor protection sensors. The corresponding HMM o...

Driver distraction is one of the significant causes traffic accidents. To improve accuracy accident occurrence prediction under driver and to provide graded warnings, it necessary classify level distraction. Based on naturalistic driving study data, risk levels are classified using driver’s gaze secondary tasks in this paper. The classification results then combined with road environment factor...

In spite of significant advances in highways safety, a lot of crashes in high severities still occur in highways. Investigation of influential factors on crashes enables engineers to carry out calculations in order to reduce crash severity. Therefore, this paper deals with the models to illustrate the simultaneous influence of human factors, road, vehicle, weather conditions and traffic feature...

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With the advent of 4th Industrial Revolution, advanced measurement infrastructure and utilization technologies are being noticeably introduced into water supply system to store utilize data. From this perspective, leak detection technology in networks is becoming increasingly vital sustainable resource management clean worldwide. In particular, leakage buried pipelines rated as a very challengi...

Nowadays vehicles are increasing day by day in town and cities roads. It is a well-known problem to manage traffics on the roads in towns and cities. A lot of accident occurs on the road due to careless driving and Technical faults in vehicles. The main problem of traffic authorities is to manage the traffic on the road for the smooth functioning of vehicles that can reduce the accident and vio...