Natacha Gueorguieva - researchr alias

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Viewing Publication 1 - 31 from 31

2020

Optimization of Convolutional Neural Networks for Imbalanced Set ClassificationIren Valova, Christopher Harris, Tony Mai, Natacha Gueorguieva. kes 2020: 660-669 [doi]

2019

Solving Regression Models with First Order Stochastic Based OptimizersNatacha Gueorguieva, Iren Valova, Brian Keegan. ner 2019: 985-988 [doi]

2016

Fuzzyfication of principle component analysis for data dimensionalty reductionNatacha Gueorguieva, Iren Valova, George Georgiev. fuzzIEEE 2016: 1818-1825 [doi]

2015

Feature Selection Using Gustafson-Kessel Fuzzy Algorithm in High Dimension Data ClusteringGeorge Georgiev, Natacha Gueorguieva, Matthew Chiappa, Austin Krauza. icmla 2015: 1-6 [doi]

2014

Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold DynamicsGeorge Georgiev, Iren Valova, Natacha Gueorguieva, David Brady. complexsystems 2014: 464-469 [doi]

Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive SystemsJustin Lovinger, Iren Valova, MacKenzie Rogers, Ryan Nadeau, Natacha Gueorguieva. complexsystems 2014: 523-528 [doi]

2013

Biologically Inspired Olfactory Learning ArchitectureGeorge Georgiev, Mrinal Gosavi, Iren Valova, Natacha Gueorguieva. complexsystems 2013: 33-38 [doi]

Initialization Issues in Self-organizing MapsIren Valova, George Georgiev, Natacha Gueorguieva, Jacob Olson. complexsystems 2013: 52-57 [doi]

2012

QRS Complex Detector Implementing Orthonormal FunctionsGeorge Georgiev, Iren Valova, Natacha Gueorguieva, Leo Lei. procedia, 12:426-431, 2012. [doi]

Simulating Voltage-Gated Na and K Ion Channel Kinetics Using Hodgkin- Huxley ModeIren Valova, Natacha Gueorguieva, George Georgiev. procedia, 12:420-425, 2012. [doi]

2011

2010

POFGEC: growing neural network of classifying potential function generatorsNatacha Gueorguieva, Iren Valova, Georgi Georgiev. ijkesdp, 2(2):130-159, 2010. [doi]

2007

Modeling of neurotransmitter effects in olfactory bulbIren Valova, Oxana Lapteva, Natacha Gueorguieva. nca, 16(4-5):341-353, 2007. [doi]

Modeling of inhibition/excitation firing in olfactory bulb through spiking neuronsIren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva. nca, 16(4-5):355-372, 2007. [doi]

2006

Learning and data clustering with an RBF-based spiking neuron networkNatacha Gueorguieva, Iren Valova, Georgi Georgiev. jetai, 18(1):73-86, 2006. [doi]

2005

2004

2003

2002

Oscillatory Responses in Pre-Cortex Model of Olfactory SystemIren Valova, Natacha Gueorguieva, George Georgiev. icai 2002: 1177-1183

2001

Odor information processing in human-oscillatory modelGeorge Georgiev, Natacha Gueorguieva, Plamen Tchimev, Iren Valova. SMC 2001: 52-57 [doi]

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