Vitaliy Kolodyazhniy

According to our database, Vitaliy Kolodyazhniy authored at least 18 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Measuring Variable Importance in Individual Treatment Effect Estimation with High Dimensional Data.

Joseph Paillard, Vitaliy Kolodyazhniy, Bertrand Thirion, Denis A. Engemann

CoRR, 2024

2011

Multilayer Spline-based Fuzzy Neural Network with Deterministic Initialization.

Vitaliy Kolodyazhniy

Proceedings of the ECTA and FCTA 2011, 2011

2009

Spline-based neuro-fuzzy Kolmogorov's network for time series prediction.

Vitaliy Kolodyazhniy

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

2007

A Neuro-Fuzzy Model for Dimensionality Reduction and its Application.

Vitaliy Kolodyazhniy, Frank Klawonn, Katharina Tschumitschew

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Landscape Multidimensional Scaling.

Katharina Tschumitschew, Frank Klawonn, Frank Höppner, Vitaliy Kolodyazhniy

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

2005

Neuro-Fuzzy Modelling Based on Kolmogorov"s Superposition: a New Tool for Prediction and Classification.

Vitaliy Kolodyazhniy, Peter Otto

Proceedings of the Marktplatz Internet: von E-Learning bis E-Payment, 2005

Neuro-Fuzzy Kolmogorov's Network for Time Series Prediction and Pattern Classification.

Yevgeniy V. Bodyanskiy, Vitaliy Kolodyazhniy, Peter Otto

Proceedings of the KI 2005: Advances in Artificial Intelligence, 2005

Rough Sets-Based Recursive Learning Algorithm for Radial Basis Function Networks.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy, Irina Pliss

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Neuro-fuzzy Kolmogorov's Network.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy, Valeriya Poyedyntseva

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

Fuzzy Kolmogorov's Network.

Vitaliy Kolodyazhniy, Yevgeniy V. Bodyanskiy

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Universal Approximator Employing Neo-Fuzzy Neurons.

Vitaliy Kolodyazhniy, Yevgeniy V. Bodyanskiy, Peter Otto

Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

Combined Learning Algorithm for a Self-Organizing Map with Fuzzy Inference.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy, Andreas Stephan

Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

2003

A new learning algorithm for a forecasting neuro-fuzzy network.

Peter Otto, Yevgeniy V. Bodyanskiy, Vitaliy Kolodyazhniy

Integr. Comput. Aided Eng., 2003

Probabilistic Neuro-fuzzy Network with Non-conventional Activation Functions.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy, Jürgen Wernstedt

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A learning probabilistic neural network with fuzzy inference.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy, Jürgen Wernstedt

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

An adaptive learning algorithm for a neo fuzzy neuron.

Yevgeniy V. Bodyanskiy, Illya Kokshenev, Vitaliy Kolodyazhniy

Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Resource-allocating probabilistic neuro-fuzzy network.

Yevgeniy V. Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolodyazhniy

Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2001

An Adaptive Learning Algorithm for a Neuro-fuzzy Network.

Yevgeniy V. Bodyanskiy, Vitaliy Kolodyazhniy, Andreas Stephan

Proceedings of the Computational Intelligence, 2001