Search Results - subject:"small data-sets"

The attribute-trend-similarity method to improve learning performance for small datasets

Li, Der-Chiang; Lin, Wu-Kuo; Lin, Liang-Sian; Chen, … - In: International journal of production research 55 (2017) 7/8, pp. 1898-1913

Persistent link: https://www.econbiz.de/10011648387

Modelling credit risk with scarce default data : on the suitability of cooperative bootstrapped strategies for small low-default portfolios

Florez-Lopez, Raquel; Ramon-Jeronimo, Juan Manuel - In: Journal of the Operational Research Society : OR 65 (2014) 3, pp. 416-434

Persistent link: https://www.econbiz.de/10010251689

A hybrid fuzzy mathematical programming-design of experiment framework for improvement of energy consumption estimation with small data sets and uncertainty: The cases of USA, Cana...

Azadeh, A.; Saberi, M.; Asadzadeh, S.M.; Khakestani, M. - In: Energy 36 (2011) 12, pp. 6981-6992

Utilization of small data sets for energy consumption forecasting is a major problem because it could create large … noise. This study presents a hybrid framework for improvement of energy consumption estimation with small data sets. The … regression-design of experiment for improvement of energy consumption estimation and forecasting with relatively small data sets. …

Persistent link: https://www.econbiz.de/10010810676