Natacha Gueorguieva

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 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

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

Natacha Gueorguieva, Iren Valova, George Georgiev · Procedia Computer Science · 2017 · 24 citations · Full text

Engineering, Similarity Measure, Minkowski Metrics +18

Initialization Issues in Self-organizing Maps

Iren Valova, George Georgiev, Natacha Gueorguieva et al. · Procedia Computer Science · 2013 · 22 citations · Full text

Pattern Formation, Initialization Issues, Proper Clustering +14

Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition

Iren Valova, Gary Milano, Kevin Bowen et al. · Applied Intelligence · 2010 · 21 citations

Artificial Intelligence, Fuzzy Logic, Cognitive Science +12