Andrej Dobnikar

According to our database, Andrej Dobnikar authored at least 32 papers between 1989 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2013

Reinforcement Learning and Genetic Regulatory Network Reconstruction.

Branko Ster, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

2012

Generation of a clustering ensemble based on a gravitational self-organising map.

Nejc Ilc, Andrej Dobnikar

Neurocomputing, 2012

2011

On the Origin and Features of an Evolved Boolean Model for Subcellular Signal Transduction Systems.

Branko Ster, Monika Avbelj, Roman Jerala, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Gravitational Clustering of the Self-Organizing Map.

Nejc Ilc, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010

Distributed Text Classification With an Ensemble Kernel-Based Learning Approach.

Catarina Silva, Uros Lotric, Bernardete Ribeiro, Andrej Dobnikar

IEEE Trans. Syst. Man Cybern. Part C, 2010

2009

Structural Properties of Recurrent Neural Networks.

Andrej Dobnikar, Branko Ster

Neural Process. Lett., 2009

Scalability of Learning Impact on Complex Parameters in Recurrent Neural Networks.

Branko Ster, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

Parallel Implementations of Recurrent Neural Network Learning.

Uros Lotric, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009

2008

Distributed Ensemble Learning in Text Classification.

Catarina Silva, Bernardete Ribeiro, Uros Lotric, Andrej Dobnikar

Proceedings of the ICEIS 2008, 2008

2007

Impact of Learning on the Structural Properties of Neural Networks.

Branko Ster, Ivan Gabrijel, Andrej Dobnikar

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Modelling the Environment of a Mobile Robot with the Embedded Flow State Machine.

Branko Ster, Andrej Dobnikar

J. Intell. Robotic Syst., 2006

Cellular Automata Preimages: Count and List Algorithm.

Iztok Jeras, Andrej Dobnikar

Proceedings of the Computational Science, 2006

2005

Predicting time series using neural networks with wavelet-based denoising layers.

Uros Lotric, Andrej Dobnikar

Neural Comput. Appl., 2005

2003

Adaptive Radial Basis Decomposition by Learning Vector Quantization.

Branko Ster, Andrej Dobnikar

Neural Process. Lett., 2003

On-line identification and reconstruction of finite automata with generalized recurrent neural networks.

Ivan Gabrijel, Andrej Dobnikar

Neural Networks, 2003

Reinforced Search in Stochastic Neural Network.

Mira Trebar, Andrej Dobnikar

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

An extended architecture of recurrent neural networks that latches input information.

Branko Ster, Andrej Dobnikar

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Recurrent neural network with integrated wavelet based denoising unit.

Uros Lotric, Andrej Dobnikar

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Generalized recurrent neural networks and continuous dynamic systems.

Ivan Gabrijel, Andrej Dobnikar

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

1999

Adaptive Modularity and Time-Series Prediction.

Mira Trebar, Andrej Dobnikar

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

The RBF Neural Network in Approximate Dynamic Programming.

Branko Ster, Andrej Dobnikar

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Using Smoothing Splines in Time Series Prediction with Neural Networks.

Uros Lotric, Andrej Dobnikar

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Dynamic Systems Modelling with Evolving Cellular Automata.

Andrej Dobnikar, A. Likar, S. Vavpotic

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1998

Cellular automata and follicle recognition problem and possibilities of using cellular automata for image recognition purposes.

Bogdan Viher, Andrej Dobnikar, Damjan Zazula

Int. J. Medical Informatics, 1998

Novel Internal Units for a Neural Network Based Adaptive Fuzzy Inference Systems.

Nigel Steele, Andrej Dobnikar

Proceedings of the 24th EUROMICRO '98 Conference, 1998

1997

Time-Series Prediction with Neural Networks: Combinatorial versus Sequential Approach.

Andrej Dobnikar, Mira Trebar, B. Petelin

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

Follicle Recognition in Ultrasonic Images Using the Cellular Automata.

Bogdan Viher, Andrej Dobnikar, Damjan Zazula

Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997

1994

Genetic synthesis of task-oriented neural networks.

Andrej Dobnikar

Neural Parallel Sci. Comput., 1994

On-line correction of the gain in kalman filtering.

A. Likar, Andrej Dobnikar

Autom., 1994

1992

Invariant pattern classification neural network versus FT approach.

Andrej Dobnikar, J. Ficzko, Damjan Podbregar, U. Rezar

Microprocess. Microprogramming, 1992

1991

Realization of multilayer Boolean neural networks with logic gate array.

Veselko Gustin, Andrej Dobnikar

Microprocessing and Microprogramming, 1991

1989

Programming support for IC design in ULA technology.

Andrej Dobnikar, Veselko Gustin, Mira Trebar, Damjan Podbregar, Pavle Ilija, Pavle Stajdohar

Microprocessing and Microprogramming, 1989