Concepedia
Statistics
Publications
33
Citations
1.5K
H-Index
22
Active since
2005
Affiliations
University of Craiova(Current)
Singidunum University
Romanian Institute of Science and Technology
Babeș-Bolyai University
Universidad de Málaga
Cătălin Stoean is an author at University of Craiova specializing in machine learning, computing, and computer science.
Publications per year
2005–2024
Multimodal Optimization by Means of a Topological Species Conservation Algorithm
Cătălin Stoean, Ruxandra Stoean, D. Dumitrescu · IEEE Transactions on Evolutionary Computation · 2010 · 136 citations
Architecture, Biological Engineering, Design Optimization +12
Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering
Timea Bezdan, Cătălin Stoean, Ahmed Al Naamany et al. · Mathematics · 2021 · 124 citations · Full text
Computing, Computer Science, Artificial Intelligence +8
On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting
Nebojša Bačanin, Cătălin Stoean, Miodrag Živković et al. · Energies · 2023 · 121 citations · Full text
Computing, Data Science, Forecasting +16
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 · 2012 · 96 citations
Computing, Biomedical Informatics, Health Informatics +17
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation
Cătălin Stoean, Miodrag Živković, Aleksandra Bozovic et al. · Axioms · 2023 · 90 citations · Full text
Computing, Computer Science, Forecasting +16
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