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Ruxandra Stoean
Ruxandra Stoean
Associate Professor of Computer Science, University of Craiova
Verified email at inf.ucv.ro - Homepage
Title
Cited by
Cited by
Year
Multimodal optimization by means of a topological species conservation algorithm
C Stoean, M Preuss, R Stoean, D Dumitrescu
IEEE Transactions on Evolutionary Computation 14 (6), 842-864, 2010
1562010
Performance of a novel chaotic firefly algorithm with enhanced exploration for tackling global optimization problems: Application for dropout regularization
N Bacanin, R Stoean, M Zivkovic, A Petrovic, TA Rashid, T Bezdan
Mathematics 9 (21), 2705, 2021
1262021
Modeling medical decision making by support vector machines, explaining by rules of evolutionary algorithms with feature selection
R Stoean, C Stoean
Expert Systems with Applications 40 (7), 2677-2686, 2013
1112013
Deep architectures for long-term stock price prediction with a heuristic-based strategy for trading simulations
C Stoean, W Paja, R Stoean, A Sandita
PloS one 14 (10), e0223593, 2019
692019
Evolutionary-driven support vector machines for determining the degree of liver fibrosis in chronic hepatitis C
R Stoean, C Stoean, M Lupsor, H Stefanescu, R Badea
Artificial intelligence in medicine 51 (1), 53-65, 2011
652011
On the benefits of using metaheuristics in the hyperparameter tuning of deep learning models for energy load forecasting
N Bacanin, C Stoean, M Zivkovic, M Rakic, R Strulak-Wójcikiewicz, ...
Energies 16 (3), 1434, 2023
532023
Analysis on the potential of an EA–surrogate modelling tandem for deep learning parametrization: an example for cancer classification from medical images
R Stoean
Neural Computing and Applications 32 (2), 313-322, 2020
522020
Support vector machines and evolutionary algorithms for classification
C Stoean, R Stoean
Single or Together, 2014
502014
Metaheuristic-based hyperparameter tuning for recurrent deep learning: application to the prediction of solar energy generation
C Stoean, M Zivkovic, A Bozovic, N Bacanin, R Strulak-Wójcikiewicz, ...
Axioms 12 (3), 266, 2023
442023
Feature selection for a cooperative coevolutionary classifier in liver fibrosis diagnosis
C Stoean, R Stoean, M Lupsor, H Stefanescu, R Badea
Computers in biology and medicine 41 (4), 238-246, 2011
422011
Disburdening the species conservation evolutionary algorithm of arguing with radii
CL Stoean, M Preuss, R Stoean, D Dumitrescu
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
352007
Surface study of inhibitor films formed by polyvinyl alcohol and silver nanoparticles on stainless steel in hydrochloric acid solution using convolutional neural networks
A Samide, C Stoean, R Stoean
Applied Surface Science 475, 1-5, 2019
342019
Ensemble of classifiers for length of stay prediction in colorectal cancer
R Stoean, C Stoean, A Sandita, D Ciobanu, C Mesina
Advances in Computational Intelligence: 13th International Work-Conference …, 2015
332015
Adaptation of deep convolutional neural networks for cancer grading from histopathological images
S Postavaru, R Stoean, C Stoean, GJ Caparros
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
312017
Evolutionary support vector regression machines
R Stoean, D Dumitrescu, M Preuss, C Stoean
2006 Eighth International Symposium on Symbolic and Numeric Algorithms for …, 2006
302006
Elitist generational genetic chromodynamics-a new radii-based evolutionary algorithm for multimodal optimization
C Stoean, M Preuss, R Gorunescu, D Dumitrescu
2005 IEEE Congress on Evolutionary Computation 2, 1839-1846, 2005
302005
Automated detection of presymptomatic conditions in Spinocerebellar Ataxia type 2 using Monte Carlo dropout and deep neural network techniques with electrooculogram signals
C Stoean, R Stoean, M Atencia, M Abdar, L Velįzquez-Pérez, A Khosravi, ...
Sensors 20 (11), 3032, 2020
292020
Svm-based cancer grading from histopathological images using morphological and topological features of glands and nuclei
C Stoean, R Stoean, A Sandita, D Ciobanu, C Mesina, CL Gruia
Intelligent interactive multimedia systems and services 2016, 145-155, 2016
282016
Niching foundations: basin identification on fixed-property generated landscapes
M Preuss, C Stoean, R Stoean
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
272011
Support vector machine learning with an evolutionary engine
R Stoean, M Preuss, C Stoean, E El-Darzi, D Dumitrescu
Journal of the Operational Research Society 60 (8), 1116-1122, 2009
262009
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