Concepedia

Iren Valova

IV

16

Publications

363

Citations

13

H-Index

2000

Active since

Affiliations

University of Massachusetts Dartmouth(Current)

City University of New York

College of Staten Island

University of Wisconsin–Oshkosh

Iren Valova is an author at University of Massachusetts Dartmouth specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionData MiningNeuroscienceDeep LearningImage AnalysisSocial Sciences

Publications per year

2000–2022

16

Publications

16

Optimization of Convolutional Neural Networks for Imbalanced Set Classification

Iren Valova, Christopher G. Harris, Tony Mai et al. · Procedia Computer Science · 2020 · 40 citations · Full text

Data Augmentation, Image Classification, Machine Vision +15

A Real-Time Self-Adaptive Classifier for Identifying Suspicious Bidders in Online Auctions

Brian Ford, Haiping Xu, Iren Valova · The Computer Journal · 2012 · 37 citations

Fraud Detection, Electronic Auction, Engineering +18

Hadamard-based image decomposition and compression

Iren Valova, Yohei Kosugi · IEEE Transactions on Information Technology in Biomedicine · 2000 · 33 citations

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

Derek Beaton, Iren Valova, Daniel MacLean · Neurocomputing · 2010 · 32 citations

Self-organizing System, Network Science, Engineering +8

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

Iren Valova, Daniel Szer, Natacha Gueorguieva et al. · Neurocomputing · 2005 · 30 citations

Self-organizing System, Engineering, Machine Learning +10

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