Natacha Gueorguieva

According to our database, Natacha Gueorguieva authored at least 30 papers between 2001 and 2020.

Collaborative distances:

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

2020

Optimization of Convolutional Neural Networks for Imbalanced Set Classification.

Iren Valova, Christopher Harris, Tony Mai, Natacha Gueorguieva

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2016

Fuzzyfication of principle component analysis for data dimensionalty reduction.

Natacha Gueorguieva, Iren Valova, George Georgiev

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data Clustering.

George Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive Systems.

Justin Lovinger, Iren Valova, MacKenzie Rogers, Ryan Nadeau, Natacha Gueorguieva

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold Dynamics.

George Georgiev, Iren Valova, Natacha Gueorguieva, David Brady

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

2013

Initialization Issues in Self-organizing Maps.

Iren Valova, George Georgiev, Natacha Gueorguieva, Jacob Olson

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

Biologically Inspired Olfactory Learning Architecture.

George Georgiev, Mrinal Gosavi, Iren Valova, Natacha Gueorguieva

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2012

Simulating Voltage-Gated Na and K Ion Channel Kinetics Using Hodgkin- Huxley Mode.

Iren Valova, Natacha Gueorguieva, George Georgiev

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

QRS Complex Detector Implementing Orthonormal Functions.

George Georgiev, Iren Valova, Natacha Gueorguieva, Leo Lei

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

2011

Simulating the Influence of Ca on the Na Channel Excitability.

Iren Valova, Natacha Gueorguieva, George Gueorguiev, Vyacheslav Glukh

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Feature Selection for Multiclass Problems Based on Information Weights.

George Georgiev, Iren Valova, Natacha Gueorguieva

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition.

Iren Valova, Gary Milano, Kevin Bowen, Natacha Gueorguieva

Appl. Intell., 2011

2010

POFGEC: growing neural network of classifying potential function generators.

Natacha Gueorguieva, Iren Valova, George Georgiev

Int. J. Knowl. Eng. Soft Data Paradigms, 2010

2007

Modeling of neurotransmitter effects in olfactory bulb.

Iren Valova, Oxana Lapteva, Natacha Gueorguieva

Neural Comput. Appl., 2007

Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons.

Iren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva

Neural Comput. Appl., 2007

2006

Learning and data clustering with an RBF-based spiking neuron network.

Natacha Gueorguieva, Iren Valova, George Georgiev

J. Exp. Theor. Artif. Intell., 2006

2005

A parallel growing architecture for self-organizing maps with unsupervised learning.

Iren Valova, Daniel Szer, Natacha Gueorguieva, Alexandre Buer

Neurocomputing, 2005

ParaGro: a learning algorithm for growing parallel self-organizing maps with any input/output dimensions.

Iren Valova, Natacha Gueorguieva, Matthias Kempka

Int. J. Gen. Syst., 2005

Modeling weakly connected networks of neural oscillators with spiking neurons.

Iren Valova, Natacha Gueorguieva, George Georgiev

Proceedings of the IEEE International Conference on Systems, 2005

Growing radial basis neural networks with potential function generators.

Iren Valova, George Georgiev, Natacha Gueorguieva

Proceedings of the IEEE International Conference on Systems, 2005

2004

An oscillation-driven neural network for the simulation of an olfactory system.

Iren Valova, Natacha Gueorguieva, Yukio Kosugi

Neural Comput. Appl., 2004

A Spiking Neuron Model of Olfactory Bulb Dynamics.

Natacha Gueorguieva, George Georgiev, Iren Valova

Proceedings of the International Conference on Artificial Intelligence, 2004

Coding and Computations with Spiking Neural Networks.

George Georgiev, Iren Valova, Natacha Gueorguieva, Kiril Tchimev

Proceedings of the International Conference on Artificial Intelligence, 2004

ICA based neural network for image denoising.

Natacha Gueorguieva, Iren Valova

Proceedings of the Second IASTED International Conference on Circuits, 2004

2003

Feedforward neural networks with sigmoidal and radial basis functions hidden neurons.

Iren Valova, Natacha Gueorguieva, Matthias Kempka

Proceedings of the IEEE International Conference on Systems, 2003

Building RBF Neural Network Topology through Potential Functions.

Natacha Gueorguieva, Iren Valova

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Multilayer Feedforward Neural Network for Image Feature Extraction Using Independent Component Analysis.

Natacha Gueorguieva, ChiWai Kong, George Georgiev

Proceedings of the International Conference on Artificial Intelligence, 2003

Facial Expression Recognition Using Feedforward Neural Networks.

Natacha Gueorguieva, George Georgiev, Iren Valova

Proceedings of the International Conference on Artificial Intelligence, 2003

2002

Oscillatory Responses in Pre-Cortex Model of Olfactory System.

Iren Valova, Natacha Gueorguieva, George Georgiev

Proceedings of the International Conference on Artificial Intelligence, 2002

2001

Odor information processing in human-oscillatory model.

George Georgiev, Natacha Gueorguieva, Plamen Tchimev, Iren Valova

Proceedings of the IEEE International Conference on Systems, 2001