Natacha Gueorguieva

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 3

Top Topics

Fuzzy Clustering Algorithms

Gustafson Kessel

Top Venues

Complex Adaptive Systems

Int. J. Knowl. Based Intell. Eng. Syst.

Publications

Iren Valova, Natacha Gueorguieva, Tony Mai, Ryan Chen
Fuzzy clustering in high-dimensional spaces: Visualization and performance metrics. Int. J. Knowl. Based Intell. Eng. Syst. 28 (2) (2024)
Iren Valova, Christopher Harris, Tony Mai, Natacha Gueorguieva
Optimization of Convolutional Neural Networks for Imbalanced Set Classification. KES (2020)
Natacha Gueorguieva, Iren Valova, George Georgiev
Fuzzyfication of principle component analysis for data dimensionalty reduction. FUZZ-IEEE (2016)
George Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza
Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data Clustering. ICMLA (2015)
Justin Lovinger, Iren Valova, MacKenzie Rogers, Ryan Nadeau, Natacha Gueorguieva
Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive Systems. Complex Adaptive Systems (2014)
George Georgiev, Iren Valova, Natacha Gueorguieva, David Brady
Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold Dynamics. Complex Adaptive Systems (2014)
Iren Valova, George Georgiev, Natacha Gueorguieva, Jacob Olson
Initialization Issues in Self-organizing Maps. Complex Adaptive Systems (2013)
George Georgiev, Mrinal Gosavi, Iren Valova, Natacha Gueorguieva
Biologically Inspired Olfactory Learning Architecture. Complex Adaptive Systems (2013)
George Georgiev, Iren Valova, Natacha Gueorguieva, Leo Lei
QRS Complex Detector Implementing Orthonormal Functions. Complex Adaptive Systems (2012)
Iren Valova, Natacha Gueorguieva, George Georgiev
Simulating Voltage-Gated Na and K Ion Channel Kinetics Using Hodgkin- Huxley Mode. Complex Adaptive Systems (2012)
Iren Valova, Natacha Gueorguieva, George Gueorguiev, Vyacheslav Glukh
Simulating the Influence of Ca on the Na Channel Excitability. Complex Adaptive Systems (2011)
George Georgiev, Iren Valova, Natacha Gueorguieva
Feature Selection for Multiclass Problems Based on Information Weights. Complex Adaptive Systems (2011)
Iren Valova, Gary Milano, Kevin Bowen, Natacha Gueorguieva
Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition. Appl. Intell. 35 (2) (2011)
Natacha Gueorguieva, Iren Valova, George Georgiev
POFGEC: growing neural network of classifying potential function generators. Int. J. Knowl. Eng. Soft Data Paradigms 2 (2) (2010)
Iren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva
Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons. Neural Comput. Appl. 16 (4-5) (2007)
Iren Valova, Oxana Lapteva, Natacha Gueorguieva
Modeling of neurotransmitter effects in olfactory bulb. Neural Comput. Appl. 16 (4-5) (2007)
Natacha Gueorguieva, Iren Valova, George Georgiev
Learning and data clustering with an RBF-based spiking neuron network. J. Exp. Theor. Artif. Intell. 18 (1) (2006)
Iren Valova, Daniel Szer, Natacha Gueorguieva, Alexandre Buer
A parallel growing architecture for self-organizing maps with unsupervised learning. Neurocomputing 68 (2005)
Iren Valova, Natacha Gueorguieva, Matthias Kempka
ParaGro: a learning algorithm for growing parallel self-organizing maps with any input/output dimensions. Int. J. Gen. Syst. 34 (6) (2005)
Iren Valova, Natacha Gueorguieva, George Georgiev
Modeling weakly connected networks of neural oscillators with spiking neurons. SMC (2005)
Iren Valova, George Georgiev, Natacha Gueorguieva
Growing radial basis neural networks with potential function generators. SMC (2005)
Natacha Gueorguieva, Iren Valova
ICA based neural network for image denoising. Circuits, Signals, and Systems (2004)
Iren Valova, Natacha Gueorguieva, Yukio Kosugi
An oscillation-driven neural network for the simulation of an olfactory system. Neural Comput. Appl. 13 (1) (2004)
George Georgiev, Iren Valova, Natacha Gueorguieva, Kiril Tchimev
Coding and Computations with Spiking Neural Networks. IC-AI (2004)
Natacha Gueorguieva, George Georgiev, Iren Valova
A Spiking Neuron Model of Olfactory Bulb Dynamics. IC-AI (2004)
Natacha Gueorguieva, George Georgiev, Iren Valova
Facial Expression Recognition Using Feedforward Neural Networks. IC-AI (2003)
Natacha Gueorguieva, Iren Valova
Building RBF Neural Network Topology through Potential Functions. ICANN (2003)
Iren Valova, Natacha Gueorguieva, Matthias Kempka
Feedforward neural networks with sigmoidal and radial basis functions hidden neurons. SMC (2003)
Natacha Gueorguieva, ChiWai Kong, George Georgiev
Multilayer Feedforward Neural Network for Image Feature Extraction Using Independent Component Analysis. IC-AI (2003)
Iren Valova, Natacha Gueorguieva, George Georgiev
Oscillatory Responses in Pre-Cortex Model of Olfactory System. IC-AI (2002)
George Georgiev, Natacha Gueorguieva, Plamen Tchimev, Iren Valova
Odor information processing in human-oscillatory model. SMC (2001)