Time series forecasting with neural network ensembles: an application for exchange rate prediction. - Guoqiang Peter Zhang; Victor L. Berardi (J. Oper. Res. Soc., 2001)

An empirical investigation of bias and variance in time series forecasting: modeling considerations and error evaluation. - Victor L. Berardi; Guoqiang Peter Zhang (IEEE Trans. Neural Networks, 2003)

A principled approach for building and evaluating neural network classification models. - Victor L. Berardi; Butje Eddy Patuwo; Michael Y. Hu (Decis. Support Syst., 2004)

Revisiting squared-error and cross-entropy functions for training neural network classifiers. - Douglas Kline; Victor L. Berardi (Neural Comput. Appl., 2005)

A joint investigation of misclassification treatments and imbalanced datasets on neural network performance. - Jyhshyan Lan; Victor L. Berardi; Butje Eddy Patuwo; Michael Y. Hu (Neural Comput. Appl., 2009)