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Natacha Gueorguieva
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2020 – today
- 2024
- [j9]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): 313-333 (2024) - 2020
- [c22]Iren Valova, Christopher Harris, Tony Mai, Natacha Gueorguieva:
Optimization of Convolutional Neural Networks for Imbalanced Set Classification. KES 2020: 660-669
2010 – 2019
- 2016
- [c21]Natacha Gueorguieva, Iren Valova, George Georgiev:
Fuzzyfication of principle component analysis for data dimensionalty reduction. FUZZ-IEEE 2016: 1818-1825 - 2015
- [c20]George Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza:
Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data Clustering. ICMLA 2015: 1-6 - 2014
- [c19]George Georgiev, Iren Valova, Natacha Gueorguieva, David Brady:
Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold Dynamics. Complex Adaptive Systems 2014: 464-469 - [c18]Justin Lovinger
, Iren Valova, MacKenzie Rogers, Ryan Nadeau, Natacha Gueorguieva:
Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive Systems. Complex Adaptive Systems 2014: 523-528 - 2013
- [c17]George Georgiev, Mrinal Gosavi, Iren Valova, Natacha Gueorguieva:
Biologically Inspired Olfactory Learning Architecture. Complex Adaptive Systems 2013: 33-38 - [c16]Iren Valova, George Georgiev, Natacha Gueorguieva, Jacob Olson:
Initialization Issues in Self-organizing Maps. Complex Adaptive Systems 2013: 52-57 - 2012
- [c15]Iren Valova, Natacha Gueorguieva, George Georgiev:
Simulating Voltage-Gated Na and K Ion Channel Kinetics Using Hodgkin- Huxley Mode. Complex Adaptive Systems 2012: 420-425 - [c14]George Georgiev, Iren Valova, Natacha Gueorguieva, Leo Lei:
QRS Complex Detector Implementing Orthonormal Functions. Complex Adaptive Systems 2012: 426-431 - 2011
- [j8]Iren Valova, Gary Milano, Kevin Bowen, Natacha Gueorguieva:
Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition. Appl. Intell. 35(2): 211-225 (2011) - [c13]George Georgiev, Iren Valova, Natacha Gueorguieva:
Feature Selection for Multiclass Problems Based on Information Weights. Complex Adaptive Systems 2011: 189-194 - [c12]Iren Valova, Natacha Gueorguieva, George Gueorguiev, Vyacheslav Glukh:
Simulating the Influence of Ca on the Na Channel Excitability. Complex Adaptive Systems 2011: 323-328 - 2010
- [j7]Natacha Gueorguieva, Iren Valova, George Georgiev:
POFGEC: growing neural network of classifying potential function generators. Int. J. Knowl. Eng. Soft Data Paradigms 2(2): 130-159 (2010)
2000 – 2009
- 2007
- [j6]Iren Valova, Oxana Lapteva, Natacha Gueorguieva:
Modeling of neurotransmitter effects in olfactory bulb. Neural Comput. Appl. 16(4-5): 341-353 (2007) - [j5]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): 355-372 (2007) - 2006
- [j4]Natacha Gueorguieva, Iren Valova, George Georgiev:
Learning and data clustering with an RBF-based spiking neuron network. J. Exp. Theor. Artif. Intell. 18(1): 73-86 (2006) - 2005
- [j3]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): 735-757 (2005) - [j2]Iren Valova, Daniel Szer, Natacha Gueorguieva, Alexandre Buer:
A parallel growing architecture for self-organizing maps with unsupervised learning. Neurocomputing 68: 177-195 (2005) - [c11]Iren Valova, George Georgiev, Natacha Gueorguieva:
Growing radial basis neural networks with potential function generators. SMC 2005: 779-784 - [c10]Iren Valova, Natacha Gueorguieva, George Georgiev:
Modeling weakly connected networks of neural oscillators with spiking neurons. SMC 2005: 810-815 - 2004
- [j1]Iren Valova, Natacha Gueorguieva, Yukio Kosugi:
An oscillation-driven neural network for the simulation of an olfactory system. Neural Comput. Appl. 13(1): 65-79 (2004) - [c9]Natacha Gueorguieva, Iren Valova:
ICA based neural network for image denoising. Circuits, Signals, and Systems 2004: 380-385 - [c8]George Georgiev, Iren Valova, Natacha Gueorguieva, Kiril Tchimev:
Coding and Computations with Spiking Neural Networks. IC-AI 2004: 147-153 - [c7]Natacha Gueorguieva, George Georgiev, Iren Valova:
A Spiking Neuron Model of Olfactory Bulb Dynamics. IC-AI 2004: 319-325 - 2003
- [c6]Natacha Gueorguieva, ChiWai Kong, George Georgiev:
Multilayer Feedforward Neural Network for Image Feature Extraction Using Independent Component Analysis. IC-AI 2003: 161-167 - [c5]Natacha Gueorguieva, George Georgiev, Iren Valova:
Facial Expression Recognition Using Feedforward Neural Networks. IC-AI 2003: 285-291 - [c4]Natacha Gueorguieva, Iren Valova:
Building RBF Neural Network Topology through Potential Functions. ICANN 2003: 1033-1040 - [c3]Iren Valova, Natacha Gueorguieva, Matthias Kempka:
Feedforward neural networks with sigmoidal and radial basis functions hidden neurons. SMC 2003: 1630-1635 - 2002
- [c2]Iren Valova, Natacha Gueorguieva, George Georgiev:
Oscillatory Responses in Pre-Cortex Model of Olfactory System. IC-AI 2002: 1177-1183 - 2001
- [c1]George Georgiev, Natacha Gueorguieva, Plamen Tchimev, Iren Valova:
Odor information processing in human-oscillatory model. SMC 2001: 52-57
Coauthor Index
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