Nikolaev, Nikolay; Smirnov, Evgueni; Stamate, Daniel and Zimmer, Robert. 2019. A Regime-Switching Recurrent Neural Network Model Applied to Wind Time Series. Applied Soft Computing, 80, pp. 723-734. ISSN 1568-4946 [Article]

Nikolaev, Nikolay; Tino, Peter and Smirnov, Evgueni. 2011. Time-Dependent Series Variance Estimation via Recurrent Neural Networks. Artificial Neural Networks and Machine Learning – ICANN 2011, 6791(n/a), pp. 176-184. ISSN 0302-9743 [Article]

Smirnov, Evgueni; Nikolaev, Nikolay and Nalbantov, Georgi. 2010. Single-Stacking Conformity Approach to Reliable Classification. Artificial Intelligence: Methodology, Systems, and Applications, 6304, pp. 161-170. ISSN 0302-9743 [Article]

Smirnov, Evgueni; Nalbantov, Georgi and Nikolaev, Nikolay. 2010. k-Version-Space Multi-class Classification Based on k-Consistency Tests. European Conference on Machine Learning and Knowledge Discovery in Databases, 6323, pp. 277-292. ISSN 0302-9743 [Article]