Autori: Stoean Ruxandra
| Naslov | Bridging the past and present: AI-driven 3D restoration of degraded artefacts for museum digital display (Article) |
| Autori | Stoean Ruxandra Bacanin Nebojsa Stoean Catalin Ionescu Leonard |
| Info | JOURNAL OF CULTURAL HERITAGE, (2024), vol. 69 br. , str. 18-26 |
| Projekat | Romanian Ministry of Research and Innovation , CCCDI-UEFISCDI , within PNCDI III [178PCE/2021, PN-III-P4-ID-PCE-2020-0788] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics (Article) |
| Autori | Bacanin Nebojsa Jovanovic Luka Z Stoean Ruxandra Stoean Catalin Zivkovic Miodrag Z Antonijevic Milos Dobrojevic Milos |
| Info | AXIOMS, (2024), vol. 13 br. 5, str. - |
| Projekat | Science Fund of the Republic of Serbia |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Influence of Manual Inter-Observer Variability for the Performance of Deep Learning Models in Semantic Segmentation (Proceedings Paper) |
| Autori | Stoean Catalin Bacanin Nebojsa Stoean Ruxandra Ionescu Leonard Garau Alina Maria Ghitescu Cristina Camelia |
| Info | 2023 25TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING, SYNASC 2023, (2023), vol. br. , str. 266-273 |
| Projekat | Romanian Ministry of Research and Innovation, CCCDI - UEFISCDI, within PNCDI III [178PCE/2021, PN-III-P4-ID-PCE-2020-0788] |
| Ispravka | ISI/Web of Science Članak |
| Naslov | Study on Semantic Inpainting Deep Learning Models for Artefacts with Traditional Motifs (Proceedings Paper) |
| Autori | Stoean Catalin Bacanin Nebojsa Volkovich Zeev Ionescu Leonard Stoean Ruxandra |
| Info | ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2023, PT II, (2023), vol. 14135 br. , str. 479-490 |
| Projekat | Romanian Ministry of Research and Innovation, CCCDI - UEFISCDI within PNCDI III [178PCE/2021, PN-III-P4-ID-PCE-2020-0788] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts (Proceedings Paper) |
| Autori | Stoean Ruxandra Garcia Baez Patricio Suarez Araujo Carmen Paz Bacanin Nebojsa Atencia Miguel Stoean Catalin |
| Info | ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2023, PT II, (2023), vol. 14135 br. , str. 467-478 |
| Projekat | Romanian Ministry of Research and Innovation, CCCDI - UEFISCDI within PNCDI III [178PCE/2021, PN-III-P4-ID-PCE-2020-0788] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data (Article) |
| Autori | Minic Ana Jovanovic Luka Z Bacanin Nebojsa Stoean Catalin Zivkovic Miodrag Z Spalevic Petar C Petrovic Aleksandar Dobrojevic Milos Stoean Ruxandra |
| Info | SENSORS, (2023), vol. 23 br. 24, str. - |
| Projekat | COST (European Cooperation in Science and Technology) |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Computational framework for the evaluation of the composition and degradation state of metal heritage assets by deep learning (Article) |
| Autori | Stoean Ruxandra Bacanin Nebojsa Stoean Catalin Ionescu Leonard Atencia Miguel Joya Gonzalo |
| Info | JOURNAL OF CULTURAL HERITAGE, (2023), vol. 64 br. , str. 198-206 |
| Projekat | Romanian Ministry of Research and Innovation [178PCE/2021, PN-III-P4-ID-PCE-2020-0788]; Object PErception and Reconstruction with deep neural Architectures ( OPERA ), within PNCDI III |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation (Article) |
| Autori | Stoean Catalin Zivkovic Miodrag Z Bozovic Aleksandra Bacanin Nebojsa Strulak-Wojcikiewicz Roma Antonijevic Milos Stoean Ruxandra |
| Info | AXIOMS, (2023), vol. 12 br. 3, str. - |
| Projekat | Romanian Ministry of Research and Innovation, CCCDI - UEFISCDI, within PNCDI III [178PCE/2021, PN-III-P4-ID-PCE-2020-0788] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | On the Benefits of Using Metaheuristics in the Hyperparameter Tuning of Deep Learning Models for Energy Load Forecasting (Review) |
| Autori | Bacanin Nebojsa Stoean Catalin Zivkovic Miodrag Z Rakic Miomir Strulak-Wojcikiewicz Roma Stoean Ruxandra |
| Info | ENERGIES, (2023), vol. 16 br. 3, str. - |
| Projekat | Ministry of Education, Science and Technological Development of Republic of Serbia [III-44006] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs (Proceedings Paper) |
| Autori | Stoean Catalin Bacanin Nebojsa Stoean Ruxandra Ionescu Leonard Alecsa Cristian Hotoleanu Mircea Atencia Miguel Joya Gonzalo |
| Info | 2022 24TH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING, SYNASC, (2022), vol. br. , str. 276-283 |
| Projekat | Romanian Ministry of Research and Innovation, CCCDI - UEFISCDI [178PCE/2021, PN-III-P4-ID-PCE-2020-0788]; "Plan Propio de la Universidad de Malaga" and "Integrated Engineering Systems group" [TIC-125] |
| Ispravka | ISI/Web of Science Članak |
