4 papers
Measuring Innovation Patterns in Iran and Neighboring Countries: A Time Series Similarity Approach Using STL and Dynamic Time Warping
Mahdi Goldani
Innovation is becoming ever more pivotal to national development strategies but measuring and comparing innovation performance across nations is still a methodological challenges.…
A comparison between behavioral similarity methods vs standard deviation method in predicting time series dataset, case study of finance market
Mahdi Goldani
In statistical modeling, prediction and explanation are two fundamental objectives. When the primary goal is forecasting, it is important to account for the inherent uncertainty as…
A Numerical Assessment for Predicting Human Development Index (HDI) Trends in the GCC Countries
Mahdi Goldani
This study focuses on predicting the Human Development Index (HDI) trends for GCC countries Saudi Arabia, Qatar, Kuwait, Bahrain, United Arab Emirates, and Omanusing machine learni…
Evaluating Feature Selection Methods for Macro-Economic Forecasting, Applied for Inflation Indicator of Iran
Mahdi Goldani
This study explores various feature selection techniques applied to macro-economic forecasting, using Iran's World Bank Development Indicators. Employing a comprehensive evaluation…