Least squares support vector mechanics to predict the stability number of rubble-mound breakwaters

N Gedik - Water, 2018 - mdpi.com
In coastal engineering, empirical formulas grounded on experimental works regarding the
stability of breakwaters have been developed. In recent years, soft computing tools such as …

Estimation of Wave Overtopping Discharge at Quarter Circle Breakwater Using LSSVM

H Sasikumar, V Mane, S Rao - … of 2nd International Conference on Artificial …, 2022 - Springer
Abstract In this paper, Least Square Support Vector Machine (LSSVM) is used for estimating
mean wave overtopping discharge at a quarter circle breakwater for varying radii and …

Hybrid Modeling of Arima, ANN and SVM for Macro Variables Forecasting in Pakistan

H Hina, R Ali, A Urooj - Journal of Quantitative Methods, 2022 - ojs.umt.edu.pk
Time series forecasting remains a challenging task owing to its nonlinear, complex and
chaotic behavior. The purpose of this paper is to analyze the forecast performance of …

[PDF][PDF] Dr. Hafsa Hina Co-Supervised By Dr. Amena Urooj

R Ali - file-thesis.pide.org.pk
Time series data are not very simple. They are subject to many complexities, instabilities,
and nonlinearities which emerge due to dynamic behavior of economy. Due to complexity …