Development and Research of a Modified Gradient Boosting Method Effectiveness to Solve Applied Problems of Time-Series Forecasting - Fatkhulin, Timur; Leokhin, Yuri; Zanegin, Alexey; Rakhmatova, Aziza (Systems of Signals Generating and Processing in the Field of on Board Communications (Online), 2025)
Keywords: Accuracy; algorithm; anomalies; Boosting; Clustering algorithms; Decision trees; demand; Forecasting; gradient boosting; machine learning; Machine learning algorithms; method; Overfitting; Telecommunications; time-series; Training; Tuning