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Catalin Stoean
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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
1552010
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
1102013
Hybrid fruit-fly optimization algorithm with k-means for text document clustering
T Bezdan, C Stoean, AA Naamany, N Bacanin, TA Rashid, M Zivkovic, ...
Mathematics 9 (16), 1929, 2021
952021
Novel improved salp swarm algorithm: An application for feature selection
M Zivkovic, C Stoean, A Chhabra, N Budimirovic, A Petrovic, N Bacanin
Sensors 22 (5), 1711, 2022
682022
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
672019
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
Support vector machines and evolutionary algorithms for classification
C Stoean, R Stoean
Single or Together, 2014
492014
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
472023
Cancer diagnosis through a tandem of classifiers for digitized histopathological slides
D Lichtblau, C Stoean
PloS one 14 (1), e0209274, 2019
462019
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
Multi-swarm algorithm for extreme learning machine optimization
N Bacanin, C Stoean, M Zivkovic, D Jovanovic, M Antonijevic, ...
Sensors 22 (11), 4204, 2022
392022
Application of natural language processing and machine learning boosted with swarm intelligence for spam email filtering
N Bacanin, M Zivkovic, C Stoean, M Antonijevic, S Janicijevic, M Sarac, ...
Mathematics 10 (22), 4173, 2022
362022
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
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
342023
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
332019
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
322015
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
312005
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
302017
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
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
292011
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Articles 1–20