English version
Dumitru Roman

Dumitru Roman

Publikasjoner og forskningsresultater

Vitenskapelige publikasjoner

Khan, Akif Quddus; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). Cloud storage tier optimization through storage object classification. Computing.
https://doi.org/10.1007/s00607-024-01281-2

Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). A Taxonomy for Cloud Storage Cost. Communications in Computer and Information Science (CCIS).
https://doi.org/10.1007/978-3-031-51643-6_23

Waszak, Maryna; Moen, Terje; Hansen, Anders; Bouquet, Gregory; Pultier, Antoine; Ma, Xiang; Roman, Dumitru (2024). Vibration Sensors for Detecting Critical Events: A Case Study in Ferrosilicon Production. 12 s. IEEE Access. Vol. 12.
https://doi.org/10.1109/ACCESS.2024.3356067

Khan, Akif Quddus; Nikolov, Nikolay; Matskin, Minhail; Prodan, Radu; Roman, Dumitru ; Sahin, Bekir; Bussler, Christoph; Soylu, Ahmet (2023). Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines. 20 s. Sensors. Vol. 23.
https://doi.org/10.3390/s23020564

Layegh, Amirhossein; Hossein Payberah, Amir; Soylu, Ahmet ; Roman, Dumitru ; Matskin, Mihhail (2023). ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. Cuzzocrea, Alfredo; Sharmin, Moushumi; Teranishi, Yuuichi; Towey, Dave (Red.). 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings.
https://doi.org/10.1109/COMPSAC57700.2023.00038

Avram, Calin; Gligor, Adrian; Roman, Dumitru ; Soylu, Ahmet ; Nyulas, Victoria; Avram, Laura (2023). Machine learning based assessment of preclinical health questionnaires. 7 s. International Journal of Medical Informatics. Vol. 180.
https://doi.org/10.1016/j.ijmedinf.2023.105248

Nikolov, Nikolay Vladimirov; Solberg, Arnor; Prodan, Radu; Soylu, Ahmet ; Matskin, Mihhail; Roman, Dumitru (2023). Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. Computer. Vol. 56.
https://doi.org/10.1109/MC.2023.3285414

Benvenuti, Dario; Marrella, Andrea; Rossi, Jacopo; Nikolov, Nikolay Vladimirov; Roman, Dumitru ; Soylu, Ahmet ; Perales, Fernando (2023). A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery. Lecture Notes in Business Information Processing. Vol. 490.
https://doi.org/10.1007/978-3-031-41623-1_3

Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2023). Towards Cloud Storage Tier Optimization with Rule-Based Classification. Lecture Notes in Computer Science (LNCS). Vol. 14183.
https://doi.org/10.1007/978-3-031-46235-1_13

Zhou, Baifan ; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru ; Soylu, Ahmet ; Kharlamov, Evgeny (2023). Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS). Vol. 14266.
https://doi.org/10.1007/978-3-031-47243-5_21





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