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 | 156 | 2010 |
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 | 111 | 2013 |
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 | 100 | 2021 |
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 | 75 | 2022 |
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 | 68 | 2019 |
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 | 65 | 2011 |
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 | 51 | 2023 |
Support vector machines and evolutionary algorithms for classification C Stoean, R Stoean Single or Together, 2014 | 50 | 2014 |
Cancer diagnosis through a tandem of classifiers for digitized histopathological slides D Lichtblau, C Stoean PloS one 14 (1), e0209274, 2019 | 47 | 2019 |
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 | 42 | 2011 |
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 | 41 | 2023 |
Multi-swarm algorithm for extreme learning machine optimization N Bacanin, C Stoean, M Zivkovic, D Jovanovic, M Antonijevic, ... Sensors 22 (11), 4204, 2022 | 41 | 2022 |
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 | 40 | 2022 |
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 | 35 | 2007 |
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 | 34 | 2019 |
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 | 33 | 2015 |
A novel method for covid-19 pandemic information fake news detection based on the arithmetic optimization algorithm M Zivkovic, C Stoean, A Petrovic, N Bacanin, I Strumberger, T Zivkovic 2021 23rd international symposium on symbolic and numeric algorithms for …, 2021 | 31 | 2021 |
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 | 31 | 2017 |
Evolutionary support vector regression machines R Stoean, D Dumitrescu, M Preuss, C Stoean 2006 Eighth International Symposium on Symbolic and Numeric Algorithms for …, 2006 | 30 | 2006 |
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 | 30 | 2005 |