Goldsmiths - University of London

Items Authored/Edited by Nikolaev, Nikolay

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Number of items: 12.


Nikolaev, Nikolay, Boshnakov, Georgi N. and Zimmer, Robert. 2013. Heavy-tailed mixture GARCH volatility modeling and Value-at-Risk estimation. Expert Systems with Applications, 40(6), pp. 2233-2243. ISSN 0957-4174 [Article]

Mirikitani, Derrick and Nikolaev, Nikolay. 2011. Nonlinear maximum likelihood estimation of electricity spot prices using recurrent neural networks. Neural Computing and Applications, 20(1), pp. 79-89. ISSN 0941-0643 [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]

Mirikitani, Derrick T. and Nikolaev, Nikolay. 2010. Efficient online recurrent connectionist learning with the ensemble Kalman filter. Neurocomputing, 73(4 - 6), pp. 1024-1030. ISSN 0925-2312 [Article]

Mirikitani, D. T. and Nikolaev, Nikolay. 2010. Recursive Bayesian Recurrent Neural Networks for Time-Series Modeling. IEEE Transactions on Neural Networks, 21(2), pp. 262-274. ISSN 1045-9227 [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]

Nikolaev, Nikolay and de Menezes, L. 2008. Sequential Bayesian Kernel Modelling with Non-Gaussian Noise. Neural Networks, 21(1), pp. 36-47. ISSN 0893-6080 [Article]

Nikolaev, Nikolay. 2003. Polynomial Harmonic GMDH Learning Networks for Time Series Modeling. Neural Networks, 16(10), pp. 1527-1540. ISSN 08936080 [Article]

Nikolaev, Nikolay. 2003. Learning polynomial feedforward neural networks by genetic programming and backpropagation. IEEE Transactions on Neural Networks, 14(2), pp. 337-350. ISSN 10459227 [Article]

Nikolaev, Nikolay. 2001. Regularization Approach to Inductive Genetic Programming. IEEE Transactions on Evolutionary Computation, 5(4), pp. 359-375. ISSN 1089778X [Article]


This list was generated on Mon Jul 28 22:31:08 2014 BST.