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Iren Valova
Iren Valova
Professor of Computer Science, University of Massachusetts Dartmouth
Verified email at umassd.edu - Homepage
Title
Cited by
Cited by
Year
A real-time self-adaptive classifier for identifying suspicious bidders in online auctions
BJ Ford, H Xu, I Valova
The Computer Journal 56 (5), 646-663, 2013
452013
Hadamard-based image decomposition and compression
I Valova, Y Kosugi
IEEE Transactions on Information Technology in Biomedicine 4 (4), 306-319, 2000
382000
CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps
D Beaton, I Valova, D MacLean
Neurocomputing 73 (10-12), 2147-2159, 2010
372010
A parallel growing architecture for self-organizing maps with unsupervised learning
I Valova, D Szer, N Gueorguieva, A Buer
Neurocomputing 68, 177-195, 2005
372005
M&MFCM: fuzzy c-means clustering with mahalanobis and minkowski distance metrics
N Gueorguieva, I Valova, G Georgiev
Procedia computer science 114, 224-233, 2017
292017
Initialization Issues in Self-organizing Maps
I Valova, G Georgiev, N Gueorguieva, J Olson
Procedia Computer Science 20, 52-57, 2013
262013
Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition
I Valova, G Milano, K Bowen, N Gueorguieva
Applied Intelligence 35 (2), 211-225, 2011
252011
Identifying Suspicious Bidders Utilizing Hierarchical Clustering and Decision Trees.
BJ Ford, H Xu, I Valova
IC-AI, 195-201, 2010
252010
Optimization of Convolutional Neural Networks for Imbalanced Set Classification
I Valova, C Harris, T Mai, N Gueorguieva
Procedia Computer Science 176, 660-669, 2020
242020
Gist: general integrated summarization of text and reviews
J Lovinger, I Valova, C Clough
Soft Computing 23 (5), 1589-1601, 2019
222019
Chest X-Ray Image Preprocessing for Disease Classification
G Caseneuve, I Valova, N LeBlanc, M Thibodeau
Procedia Computer Science 192, 658-665, 2021
192021
Modeling of inhibition/excitation firing in olfactory bulb through spiking neurons
I Valova, N Gueorguieva, F Troescher, O Lapteva
Neural Computing and Applications 16 (4), 355-372, 2007
172007
Fractal initialization for high-quality mapping with self-organizing maps
I Valova, D Beaton, A Buer, D MacLean
Neural Computing and Applications 19 (7), 953-966, 2010
162010
Image decomposition by answer-in-weights neural network
I Valova, K Kameyama, Y Kosugi
IEICE TRANSACTIONS on Information and Systems 78 (9), 1221-1224, 1995
151995
Learning and data clustering with an RBF-based spiking neuron network
N Gueorguieva, I Valova, G Georgiev
Journal of Experimental & Theoretical Artificial Intelligence 18 (01), 73-86, 2006
102006
Fuzzyfication of principle component analysis for data dimensionalty reduction
N Gueorguieva, I Valova, G Georgiev
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1818-1825, 2016
92016
Identification of patterns via region-growing parallel SOM neural network
I Valova, D MacLean, D Beaton
2008 Seventh International Conference on Machine Learning and Applications …, 2008
92008
Simulating Influence of Channel Kinetics and Temperature on Hodgkin-Huxley Threshold Dynamics
G Georgiev, I Valova, N Gueorguieva, D Brady
Procedia Computer Science 36, 464-469, 2014
72014
Parallel growing SOM monitored by genetic algorithm
D MacLean, I Valova
2007 International Joint Conference on Neural Networks, 1697-1702, 2007
72007
An oscillation-driven neural network for the simulation of an olfactory system
I Valova, N Gueorguieva, Y Kosugi
Neural Computing & Applications 13 (1), 65-79, 2004
72004
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