Nikolay Nikolov, Arnor Solberg, Radu Prodan, Ahmet Soylu, Mihhail Matskin, Dumitru Roman: Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. Computer 56(10): 40-48 (2023). Doi: https://doi.org/10.1109/MC.2023.3285414
Magnus Bakken, Ahmet Soylu: Chrontext: Portable SPARQL queries over contextualised time series data in industrial settings. Expert Syst. Appl. 226: 120149 (2023). Doi: https://doi.org/10.1016/j.eswa.2023.120149
Calin Avram, Adrian Gligor, Dumitru Roman, Ahmet Soylu, Victoria Nyulas, Laura Avram: Machine learning based assessment of preclinical health questionnaires. Int. J. Medical Informatics 180: 105248 (2023). Doi: https://doi.org/10.1016/j.ijmedinf.2023.105248
Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin: TRANSQLATION: TRANsformer-based SQL RecommendATION. IEEE Big Data 2023: 4703-4711. Doi: https://doi.org/10.1109/BigData59044.2023.10386277
Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin: ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. COMPSAC 2023: 241-249. Doi: https://doi.org/10.1109/COMPSAC57700.2023.00038
Zhipeng Tan, Baifan Zhou, Zhuoxun Zheng, Ognjen Savkovic, Ziqi Huang, Irlán Grangel-González, Ahmet Soylu, Evgeny Kharlamov: Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. ISWC 2023: 453-471. Doi: https://doi.org/10.1007/978-3-031-47243-5_25
Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov: Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. ISWC 2023: 380-399. Doi: https://doi.org/10.1007/978-3-031-47243-5_21
Dumitru Roman, Radu Prodan, Nikolay Nikolov, Ahmet Soylu, Mihhail Matskin, Andrea Marrella, Dragi Kimovski, Brian Elvesæter, Anthony Simonet-Boulogne, Giannis Ledakis, Hui Song, Francesco Leotta, Evgeny Kharlamov: Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. Computer 55(11): 74-84 (2022). Doi: https://doi.org/10.1109/MC.2022.3154148
Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Ahmet Soylu, Evgeny Kharlamov: ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. CIKM 2022: 5064-5068. Doi: https://doi.org/10.1145/3511808.3557195
Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Ahmet Soylu, Ognjen Savkovic, Egor V. Kostylev, Evgeny Kharlamov: ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. CIKM 2022: 5074-5078. Doi: https://doi.org/10.1145/3511808.3557214
Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin: TranSQL: A Transformer-based Model for Classifying SQL Queries. ICMLA 2022: 788-793. Doi: https://doi.org/10.1109/ICMLA55696.2022.00131
Tengteng Lin, Qiaosheng Chen, Gong Cheng, Ahmet Soylu, Basil Ell, Ruoqi Zhao, Qing Shi, Xiaxia Wang, Yu Gu, Evgeny Kharlamov: ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval. SIGIR 2022: 2981-2991. Doi: https://doi.org/10.1145/3477495.3531729