… benchmark algorithms such as support vector machine (SVM), … ) Prediction and minimisation
of vibrations on structures during production blasts in a surface coal mine: a case study. The …

… support vector machine (SVM) techniques for the prediction of the peak particle velocity (PPV)
induced by quarry blasting. … In the next section, the modelling methodology and case study …

… of the existing predictors in the prediction of peak particle velocity (PPV) (Khandelwal 2010;
… optimize the support vector machine parameters that are necessary in bankruptcy prediction (…

… In this study, an eXtreme gradient … to predict peak particle velocity (PPV) induced by blasting
in Deo Nai open-pit coal mine in Vietnam. Three models, namely, support vector machine (…

… Study Site … of the proposed MVO–ELM model in predicting PPV induced by mine blasting,
the Tonglvshan copper mine in China was selected as a case study (Fig. 4). Herein, the skarn …

… are subjected to blasting vibrations. As a critical parameter to measure … blasting intensity,
the peak particle velocity (PPV) of vibration induced by blasting, should be accurately predicted, …

… of peak particle velocity (PPV) through the ensemble machine learning intelligent algorithms
were carried out. One hundred and 21 experimental and blasting … ), support vector machine (…

… predicting the peak particle velocity of blast vibration using … squares support vector
machine model to predict the blasting … width coefficients through a particle swarm optimization …

… machine regression, least square–support vector machine and … Today, to fragment rock mass
in surface mines and tunneling/… particle velocity (PPV) and between these two parameters, …

… studies have been conducted to predict the blast level induced by the vibration. Particle
velocity is used extensively in blasting … mines using vibration sensors and support vector regres…