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1

Feature Selection for Multiclass Problems Based on Information Weights

George Georgiev, Iren Valova, Natacha Gueorguieva

Journal:

Procedia Computer Science

Year:

2011

Language:

english

File:

PDF, 203 KB

english, 2011

2

Initialization Issues in Self-organizing Maps

Valova, Iren, Georgiev, George, Gueorguieva, Natacha, Olson, Jacob

Journal:

Procedia Computer Science

Year:

2013

Language:

english

File:

PDF, 848 KB

english, 2013

3

[IEEE 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing - Honolulu, HI, USA (2007.04.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing - Function Approximation Through Growing Neural Network Based On RBF And Potential Functions

Valova, Iren, Gueorguieva, Natacha, Georgiev, George

Year:

2007

Language:

english

File:

PDF, 7.94 MB

english, 2007

4

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Growing mechanisms and cluster identification with TurSOM

Beaton, Derek, Valova, Iren, MacLean, Dan

Year:

2009

Language:

english

File:

PDF, 2.04 MB

english, 2009

5

POFGEC: growing neural network of classifying potential function generators

Gueorguieva, Natacha, Valova, Iren, Georgiev, Georgi

Journal:

International Journal of Knowledge Engineering and Soft Data Paradigms

Year:

2010

Language:

english

File:

PDF, 622 KB

english, 2010

6

The effect of human thought on data: an analysis of self-reported data in supervised learning and neural networks

Lovinger, Justin, Valova, Iren

Journal:

Progress in Artificial Intelligence

Year:

2017

Language:

english

File:

PDF, 1.60 MB

english, 2017

7

Solving Large Scale Classification Problems with Stochastic Based Optimization

Gueorguieva, Natacha, Valova, Iren, Klusek, Dominic

Journal:

Procedia Computer Science

Year:

2020

File:

PDF, 1013 KB

2020

8

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

Iren Valova, Natacha Gueorguieva, Yukio Kosugi

Journal:

Neural Computing and Applications

Year:

2004

Language:

english

File:

PDF, 994 KB

english, 2004

9

Modeling of neurotransmitter effects in olfactory bulb

Iren Valova, Oxana Lapteva, Natacha Gueorguieva

Journal:

Neural Computing and Applications

Year:

2007

Language:

english

File:

PDF, 656 KB

english, 2007

10

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

Iren Valova, Natacha Gueorguieva, Frank Troescher, Oxana Lapteva

Journal:

Neural Computing and Applications

Year:

2007

Language:

english

File:

PDF, 783 KB

english, 2007

11

Fractal initialization for high-quality mapping with self-organizing maps

Iren Valova, Derek Beaton, Alexandre Buer, Daniel MacLean

Journal:

Neural Computing and Applications

Year:

2010

Language:

english

File:

PDF, 1.36 MB

english, 2010

12

Bridging the fuzzy, neural and evolutionary paradigms for

Iren Valova, Gary Milano, Kevin Bowen, Natacha Gueorguieva

Journal:

Applied Intelligence

Year:

2011

Language:

english

File:

PDF, 1.57 MB

english, 2011

13

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

Iren Valova, Daniel Szer, Natacha Gueorguieva, Alexandre Buer

Journal:

Year:

2005

Language:

english

File:

PDF, 658 KB

english, 2005

14

CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps

Derek Beaton, Iren Valova, Daniel MacLean

Journal:

Year:

2010

Language:

english

File:

PDF, 3.31 MB

english, 2010

15

TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization

Derek Beaton, Iren Valova, Daniel MacLean

Journal:

Year:

2011

Language:

english

File:

PDF, 4.70 MB

english, 2011

16

Evaluation of classification quality and comparative analysis of clustering and self-organization

Aaron Larocque, Iren Valova

Journal:

Procedia Computer Science

Year:

2011

Language:

english

File:

PDF, 501 KB

english, 2011

17

Simulating the Influence of Ca on the Na Channel Excitability

Iren Valova, Natacha Gueorguieva, George Gueorguiev, Vyacheslav Glukh

Journal:

Procedia Computer Science

Year:

2011

Language:

english

File:

PDF, 311 KB

english, 2011

18

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data

Beaton, Derek, Valova, Iren

Year:

2007

Language:

english

File:

PDF, 1.56 MB

english, 2007

19

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Parallel Growing SOM Monitored by Genetic Algorithm

MacLean, Daniel, Valova, Iren

Year:

2007

Language:

english

File:

PDF, 2.37 MB

english, 2007

20

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - TurSOM: A Turing inspired Self-Organizing Map

Beaton, Derek, Valova, Iren, MacLean, Dan

Year:

2009

Language:

english

File:

PDF, 1.82 MB

english, 2009

21

Biologically Inspired Olfactory Learning Architecture

Georgiev, George, Gosavi, Mrinal, Valova, Iren, Gueorguieva, Natacha

Journal:

Procedia Computer Science

Year:

2013

Language:

english

File:

PDF, 384 KB

english, 2013

22

QRS Complex Detector Implementing Orthonormal Functions

Georgiev, George, Valova, Iren, Gueorguieva, Natacha, Lei, Leo

Journal:

Procedia Computer Science

Year:

2012

File:

PDF, 1.02 MB

2012

23

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

Valova, Iren, Gueorguieva, Natacha, Georgiev, George

Journal:

Procedia Computer Science

Year:

2012

Language:

english

File:

PDF, 452 KB

english, 2012

24

[IEEE 2006 ieee/aiaa 25TH Digital Avionics Systems Conference - Portland, OR, USA (2006.10.15-2006.10.19)] 2006 ieee/aiaa 25TH Digital Avionics Systems Conference - Convergence and Optimization Study of a Growing Parallel Som Through a Genetic Algorithm

Beaton, Derek, Valova, Iren, MacLean, Dan, Hammond, John

Year:

2006

Language:

english

File:

PDF, 396 KB

english, 2006

25

Optimizations of the Gravitationally Organized Related Mapping ANN through Genetic Algorithms

Gorman, Chris, Valova, Iren

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 366 KB

english, 2014

26

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

Gueorguieva, Natacha, Valova, Iren, Georgiev, Georgi

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 485 KB

english, 2006

27

[IEEE 2006 ieee/aiaa 25TH Digital Avionics Systems Conference - Portland, OR, USA (2006.10.15-2006.10.19)] 2006 ieee/aiaa 25TH Digital Avionics Systems Conference - Blind Source Separation with Neural Networks: Demixing Sources From Mixtures with Different Parameters

Valova, Iren, Gueorguieva, Natacha, Georgiev, Georgi

Year:

2006

Language:

english

File:

PDF, 9.88 MB

english, 2006

28

[IEEE 2009 IEEE International Conference on Systems, Man and Cybernetics - SMC - San Antonio, TX, USA (2009.10.11-2009.10.14)] 2009 IEEE International Conference on Systems, Man and Cybernetics - The use of TurSOM for color image segmentation

Beaton, Derek, Valova, Iren, MacLean, Dan

Year:

2009

Language:

english

File:

PDF, 238 KB

english, 2009

29

[IEEE 2008 Seventh International Conference on Machine Learning and Applications - San Diego, CA, USA (2008.12.11-2008.12.13)] 2008 Seventh International Conference on Machine Learning and Applications - Identification of Patterns via Region-Growing Parallel SOM Neural Network

Valova, Iren, MacLean, Daniel, Beaton, Derek

Year:

2008

Language:

english

File:

PDF, 298 KB

english, 2008

30

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

Valova, Iren, Gueorguieva, Natacha, Kempka, Matthias

Journal:

International Journal of General Systems

Year:

2005

Language:

english

File:

PDF, 347 KB

english, 2005

31

New Members

Valova, Iren, Gueorguieva, Natacha, Kempka, Matthias

Journal:

Transactions of the New York Academy of Sciences

Year:

1970

Language:

english

File:

PDF, 1.44 MB

english, 1970

32

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

Georgiev, George, Valova, Iren, Gueorguieva, Natacha, Brady, David

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 411 KB

english, 2014

33

Evolving Vacation Packages: Genetic Algorithms for Entertainment

Valova, Iren, Embry, Andrew, Trudeau, MacKinley, Gueorguiev, Gueorgui

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 248 KB

english, 2014

34

Harnessing Mother Nature: Optimizing Genetic Algorithms for Adaptive Systems

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

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 318 KB

english, 2014

35

[IEEE 2014 13th International Conference on Machine Learning and Applications (ICMLA) - Detroit, MI, USA (2014.12.3-2014.12.6)] 2014 13th International Conference on Machine Learning and Applications - Genetically Supervised Self-Organizing Map for the Classification of Glass Samples

Groof, Richard de, Valova, Iren

Year:

2014

Language:

english

File:

PDF, 234 KB

english, 2014

36

Introduction

Journal:

XRDS Crossroads The ACM Magazine for Students

Year:

2007

Language:

english

File:

PDF, 24 KB

english, 2007

37

RADDACL2: a recursive approach to discovering density clusters

Avila, Daniel, Valova, Iren

Journal:

Progress in Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 5.42 MB

english, 2015

38

[IEEE 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2015.12.9-2015.12.11)] 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Scrubbing the Web for Association Rules: An Application in Predictive Text

Lovinger, Justin, Valova, Iren

Year:

2015

Language:

english

File:

PDF, 585 KB

english, 2015

39

[IEEE 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2015.12.9-2015.12.11)] 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Decaying Potential Fields Neural Network: An Approach for Parallelizing Topologically Indicative Mapping Exemplars

Rogers, Clinton, Valova, Iren

Year:

2015

Language:

english

File:

PDF, 911 KB

english, 2015

40

GORMANN: Gravitationally Organized Related Mapping Artificial Neural Network

Gorman, Chris, Valova, Iren

Journal:

The Computer Journal

Year:

2015

Language:

english

File:

PDF, 1.73 MB

english, 2015

41

Part IX: Intelligent and Adaptive Systems Preface

Journal:

Procedia Computer Science

Year:

2014

Language:

english

File:

PDF, 261 KB

english, 2014

42

DYPOF: Dynamically Adaptive RBF Neural Network with Potential Functions

Gueorguieva, Natacha, Valova, Iren

Journal:

International Journal of Smart Engineering System Design

Year:

2003

Language:

english

File:

PDF, 1.68 MB

english, 2003

43

SPIE Proceedings [SPIE Optical Science, Engineering and Instrumentation '97 - San Diego, CA (Sunday 27 July 1997)] Applications of Digital Image Processing XX - Treelike neural network for brain magnetic resonance image segmentation

Valova, Iren, Kosugi, Yukio, Tescher, Andrew G.

Year:

1997

Language:

english

File:

PDF, 328 KB

english, 1997

44

WSCISOM: wireless sensor data cluster identification through a hybrid SOM/MLP/RBF architecture

Olson, Jacob, Valova, Iren, Michel, Howard

Journal:

Progress in Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 6.25 MB

english, 2016

45

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Neural Field: Supervised apportioned incremental learning (SAIL)

Lovinger, Justin, Valova, Iren

Year:

2016

Language:

english

File:

PDF, 404 KB

english, 2016

46

[IEEE 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Fuzzyfication of principle component analysis for data dimensionalty reduction

Gueorguieva, Natacha, Valova, Iren, Georgiev, George

Year:

2016

Language:

english

File:

PDF, 636 KB

english, 2016

47

M&MFCM: Fuzzy C-means Clustering with Mahalanobis and Minkowski Distance Metrics

Gueorguieva, Natacha, Valova, Iren, Georgiev, George

Journal:

Procedia Computer Science

Year:

2017

Language:

english

File:

PDF, 1.61 MB

english, 2017

48

Gist: general integrated summarization of text and reviews

Lovinger, Justin, Valova, Iren, Clough, Chad

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2017

Language:

english

File:

PDF, 840 KB

english, 2017

49

No Neuron Left Behind: A genetic approach to higher precision topological mapping of self-organizing maps

Gorman, Chris, Rogers, Clint, Valova, Iren

Journal:

Open Computer Science

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

50

[IEEE OCEANS 2015 - MTS/IEEE Washington - Washington, DC (2015.10.19-2015.10.22)] OCEANS 2015 - MTS/IEEE Washington - Towards an automated detection of the Gulf Stream North Wall from concurrent satellite images

Gangopadhyay, Avijit, Rezendes, Jeffrey A., Lydon, Kevin, Balasubramanian, Ramaprasad, Valova, Iren

Year:

2015

Language:

english

File:

PDF, 33 KB

english, 2015