Ruxandra Stoean - Concepedia

Author

Ruxandra Stoean

University of Craiova ORCID

Also Known As

R Stoean, R. Stoean, Ruxandra Stoean, Stoean, Ruxandra

136

Publications

1.6K

Citations

H-Index

109

Concepts

All Affiliations

University of Craiova Romanian Institute of Science and Technology Singidunum University Universidad de Málaga Babeș-Bolyai University

About

Ruxandra Stoean is an author at University of Craiova specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	21	1.1K
2	Management	5	5	155
3	Health Sciences	2	2	89
4	Medicine	2	2	79
5	Business	1	1	69

Ruxandra Stoean

Publications

1.2K

Citations

H-Index

Page 1

	Year	Citations
Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization Nebojša Bačanin, Ruxandra Stoean, Miodrag Živković, Mathematics Artificial IntelligenceConvolutional Neural NetworkGlobal Optimization ProblemsEngineeringMachine Learning	2021	175
Multimodal Optimization by Means of a Topological Species Conservation Algorithm Cătălin Stoean, Ruxandra Stoean, D. Dumitrescu IEEE Transactions on Evolutionary Computation EngineeringFitnessEvolutionary AlgorithmsEvolutionary TechniqueEvolutionary Multimodal Optimization	2010	135
On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting Nebojša Bačanin, Cătălin Stoean, Miodrag Živković, Energies Artificial IntelligenceEngineeringMachine LearningModel TuningDeep Learning Models	2023	111
Modeling medical decision making by support vector machines, explaining by rules of evolutionary algorithms with feature selection Ruxandra Stoean, Cătălin Stoean Expert Systems with Applications Evolutionary Data MiningSupport Vector MachineEngineeringMachine LearningData Science	2012	96
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation Cătălin Stoean, Miodrag Živković, Aleksandra Bozovic, Axioms Artificial IntelligenceEngineeringMachine LearningModel TuningBidirectional Lstm	2023	84
Deep architectures for long-term stock price prediction with a heuristic-based strategy for trading simulations Cătălin Stoean, Wiesław Paja, Ruxandra Stoean, PLoS ONE EngineeringMachine LearningHeuristic-based StrategyRecurrent Neural NetworkTrading Simulations	2019	69
Analysis on the potential of an EA–surrogate modelling tandem for deep learning parametrization: an example for cancer classification from medical images Ruxandra Stoean Neural Computing and Applications Image AnalysisMachine LearningMedical ImagingDeep LearningData Science	2018	57
Evolutionary-driven support vector machines for determining the degree of liver fibrosis in chronic hepatitis C Ruxandra Stoean, Cătălin Stoean, Monica Lupșor‐Platon, Artificial Intelligence in Medicine Liver FibrosisEngineeringDiagnosisPathologyChronic Hepatitis C	2010	48
Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data Ana Minic, Luka Jovanović, Nebojša Bačanin, Sensors Anomaly DetectionMachine LearningEngineeringIntelligent DiagnosticsEcg Readings	2023	47
Disburdening the species conservation evolutionary algorithm of arguing with radii Cătălin Stoean, Ruxandra Stoean, D. Dumitrescu BiologyBiodiversityEvolution StrategyEngineeringMolecular Ecology	2007	33

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