Natacha Gueorguieva

32 papers B 6C 2Misc 5Journal 10Unranked 9

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