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2024
1 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
A Taxonomy for Cloud Storage Cost. Communications in Computer and Information Science (CCIS) 2024 s. 317-330
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2023
2 Avram, Calin; Gligor, Adrian; Roman, Dumitru; Soylu, Ahmet; Nyulas, Victoria; Avram, Laura.
Machine learning based assessment of preclinical health questionnaires. International Journal of Medical Informatics 2023 ;Volum 180. s. -
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3 Bakken, Magnus; Soylu, Ahmet.
Chrontext: Portable SPARQL queries over contextualised time series data in industrial settings. Expert Systems With Applications 2023 ;Volum 226. s. -
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4 Benvenuti, Dario; Marrella, Andrea; Rossi, Jacopo; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Perales, Fernando.
A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery. Lecture Notes in Business Information Processing 2023 ;Volum 490. s. 38-54
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5 Fensel, Anna; Ozaki, Ana; Dumitru, Roman; Soylu, Ahmet.
Rules and Reasoning - 7th International Joint Conference, RuleML+RR 2023, Oslo, Norway, September 18-20, 2023, Proceedings. Springer Publishing Company 2023 (ISBN 978-3-031-45071-6) ;Volum 14244.269 s. Lecture Notes in Computer Science (LNCS)(1)
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6 Khan, Akif Quddus; Nikolov, Nikolay; Matskin, Minhail; Prodan, Radu; Roman, Dumitru; Sahin, Bekir; Bussler, Christoph; Soylu, Ahmet.
Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines. Sensors 2023 ;Volum 23.(2) s. -
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7 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
Towards Cloud Storage Tier Optimization with Rule-Based Classification. Lecture Notes in Computer Science (LNCS) 2023 ;Volum 14183. s. 205-216
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8 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
Towards Graph-based Cloud Cost Modelling and Optimisation. I: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings 2023 ISBN 979-8-3503-2697-0. s. -
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9 Kliegr, Tomáš; Gutierrez-Basulto, Victor; Soylu, Ahmet.
Introduction to the Special Issue on Logic Rules and Reasoning: Selected Papers from the 4th International Joint Conference on Rules and Reasoning (RuleML+RR 2020). Theory and Practice of Logic Programming 2023 s. 1-4
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10 Layegh, Amirhossein; Hossein Payberah, Amir; Soylu, Ahmet; Roman, Dumitru; Matskin, Mihhail.
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. I: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings 2023 ISBN 979-8-3503-2697-0. s. -
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11 Nikolov, Nikolay Vladimirov; Solberg, Arnor; Prodan, Radu; Soylu, Ahmet; Matskin, Mihhail; Roman, Dumitru.
Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. Computer 2023 ;Volum 56.(10) s. 40-48
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12 Su Yilmaz, Vadi; Akdag, Metehan; Dalveren, Yaser; Doruk, Resat Ozgur; Kara, Ali; Soylu, Ahmet.
Investigating the Impact of Two Major Programming Environments on the Accuracy of Deep Learning-Based Glioma Detection from MRI Images. Diagnostics (Basel) 2023 ;Volum 13.(4) s. -
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13 Tahmasebi, Shirin; Payberah, Amir H.; Soylu, Ahmet; Roman, Dumitru; Matskin, Mihhail.
TRANSQLATION: TRANsformer-based SQL RecommendATION. I: Proceedings 2023 IEEE International Conference on Big Data Dec 15 - Dec 18, 2023 • Sorrento, Italy. IEEE (Institute of Electrical and Electronics Engineers) 2023 ISBN 979-8-3503-2445-7. s. 4703-4711
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14 Tan, Zhipeng; Zheng, Zhuoxun; Klironomos, Antonis; Gad-Elrab, Mohamed H.; Xiao, Guohui; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan.
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. CEUR Workshop Proceedings 2023 ;Volum 3632. s. -
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15 Tan, Zhipeng; Zhou, Baifan; Zheng, Zhuoxun; Savkovic, Ognjen; Huang, Ziqiang; Gonzalez, Irlan-Grangel; Soylu, Ahmet; Kharlamov, Evgeny.
Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. Lecture Notes in Computer Science (LNCS) 2023 ;Volum 14266. s. 453-471
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16 Zheng, Zhuoxun; Savkovic, Ognjen; Nikolov, Nikolay; Phuc Luu, Huu; Soylu, Ahmet; Kharlamov, Evgeny; Zhou, Baifan.
Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. CEUR Workshop Proceedings 2023 ;Volum 3632. s. -
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17 Zheng, Zhuoxun; Zhou, Baifan; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny.
Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. CEUR Workshop Proceedings 2023 ;Volum 3632. s. -
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18 Zhou, Baifan; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny.
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS) 2023 ;Volum 14266. s. 380-399
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2022
19 Fatih, Gurcan; Gonca Gokce Menekse, Dalveren; Nergiz, Ercil Cagiltay; Soylu, Ahmet.
Detecting Latent Topics and Trends in Software Engineering Research Since 1980 Using Probabilistic Topic Modeling. IEEE Access 2022 ;Volum 10. s. 74638-74654
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20 Gurcan, Fatih; Dalveren, Gonca Gokce Menekse; Cagiltay, Nergiz Ercil; Roman, Dumitru; Soylu, Ahmet.
Evolution of Software Testing Strategies and Trends: Semantic Content Analysis of Software Research Corpus of the Last 40 Years. IEEE Access 2022 ;Volum 10. s. 106093-106109
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21 Islam, Md Nazmul; Hasan, Mehedi; Hossain, Md Kabir; Alam, Md Golam Rabiul; Uddin, Md Zia; Soylu, Ahmet.
Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography. Scientific Reports 2022 ;Volum 12.(1) s. -
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22 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Song, Hui; Roman, Dumitru; Soylu, Ahmet.
Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model. I: 15th IEEE/ACM International Conference on Utility and Cloud Computing. IEEE (Institute of Electrical and Electronics Engineers) 2022 ISBN 978-1-6654-6087-3. s. 317-320
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23 Lin, Tengteng; Chen, Qiaosheng; Cheng, Gong; Soylu, Ahmet; Ell, Basil; Zhao, Ruoqi; Shi, Qing; Wang, Xiaxia; Gu, Yu; Kharlamov, Evgeny.
ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval. I: SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022. Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-8732-3. s. 2981-2991
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24 Roman, Dumitru; Alexiev, Vladimir; Paniagua, Javier; Elvesæter, Brian; Zernichow, Bjørn Marius von; Soylu, Ahmet; Simeonov, Boyan; Taggart, Chris.
The euBusinessGraph ontology: A lightweight ontology for harmonizing basic company information. Semantic Web Journal 2022 ;Volum 13.(1) s. 41-68
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25 Roman, Dumitru; Prodan, Radu; Nikolov, Nikolay; Soylu, Ahmet; Matskin, Mihhail; Marrella, Andrea; Kimovski, Dragi; Elvesæter, Brian; Simonet-Boulogne, Anthony; Ledakis, Giannis; Song, Hui; Leotta, Francesco; Kharlamov, Evgeny.
Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. Computer 2022 ;Volum 55.(11) s. 74-84
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26 Roman, Dumitru; Pultier, Antoine; Ma, Xiang; Soylu, Ahmet; Ulyashin, Alexander.
Data quality issues in solar panels installations: a case study. I: Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022). Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-9459-8. s. 24-25
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27 Roman, Dumitru; Song, Hui; Loupos, Konstantinos; Krousarlis, Thomas; Soylu, Ahmet; Skarmeta, Antonio F..
The Computing Fleet: Managing Microservices-based Applications on the Computing Continuum. I: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C). IEEE conference proceedings 2022 ISBN 978-1-6654-9493-9. s. 40-44
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28 Ryen, Vetle; Soylu, Ahmet; Roman, Dumitru.
Building Semantic Knowledge Graphs from (Semi-)Structured Data: A Review. Future Internet 2022 ;Volum 14.(5) s. -
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29 Song, Hui; Soylu, Ahmet; Roman, Dumitru.
Towards Cognitive Self-Management of IoT-Edge-Cloud Continuum based on User Intents. I: 15th IEEE/ACM International Conference on Utility and Cloud Computing. IEEE (Institute of Electrical and Electronics Engineers) 2022 ISBN 978-1-6654-6087-3. s. 313-316
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30 Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Blount, Tom; Yedro Martínez, Francisco; Kovavic, Matej; Posinkovic, Matej; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru.
TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data. Semantic Web Journal 2022 ;Volum 13.(2) s. 265-291
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31 Soylu, Ahmet; Corcho, Oscar; Elvesæter, Brian; Badenes-Olmedo, Carlos; Yedro Martínez, Francisco; Kovavic, Matej; Posinkovic, Matej; Medvescek, Mitja; Makgill, Ian; Taggart, Chris; Simperl, Elena; Lech, Till Christopher; Roman, Dumitru.
Data Quality Barriers for Transparency in Public Procurement. Information 2022 ;Volum 13.(2)
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32 Tahmasebi, Shirin; Hossein Payberah, Amir; Soylu, Ahmet; Roman, Dumitru; Matskin, Mihhail.
TranSQL: A Transformer-based Model for Classifying SQL Queries. I: Proceedings 21st IEEE international conference on machine learning and applications : ICMLA 2022. IEEE conference proceedings 2022 ISBN 978-1-6654-6283-9. s. 788-793
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33 Thomas, Aleena; Nikolov, Nikolay; Pultier, Antoine; Roman, Dumitru; Elvesæter, Brian; Soylu, Ahmet.
SIM-PIPE DryRunner: An approach for testing container-based big data pipelines and generating simulation data. Computer Software and Applications Conference 2022 s. 1159-1164
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34 Zheng, Zhuoxun; Zhou, Baifan; Soylu, Ahmet; Kharlamov, Evgeny.
Towards a Visualisation Ontology for Data Analysis in Industrial Applications. CEUR Workshop Proceedings 2022 ;Volum 3355.
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35 Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny.
Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring. The 21st International Semantic Web Conference (ISWC); 2022-10-23 - 2022-10-27
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36 Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny.
Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. Lecture Notes in Computer Science (LNCS) 2022 ;Volum 13384. s. 123-128
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37 Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Khan, Akif Quddus; Soylu, Ahmet; Kharlamov, Evgeny.
Towards A Statistic Ontology for Data Analysis in Smart Manufacturing. The 21st International Semantic Web Conference (ISWC); 2022-10-23 - 2022-10-27
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38 Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny.
Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. I: CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-9236-5. s. 5102-5103
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39 Zheng, Zhuoxun; Zhou, Baifan; Zhou, Dongzhuoran; Soylu, Ahmet; Kharlamov, Evgeny.
ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. I: CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-9236-5. s. 5064-5068
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40 Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny.
The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS) 2022 ;Volum 13384. s. 287-290
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41 Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Kostylev, Egor; Cheng, Gong; Jimenez-Ruiz, Ernesto; Soylu, Ahmet; Kharlamov, Evgeny.
Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case. Lecture Notes in Computer Science (LNCS) 2022 ;Volum 13384. s. 299-302
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42 Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Cheng, Gong; Jimenez-Ruiz, Ernesto; Kostylev, Egor; Kharlamov, Evgeny.
Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case. The 21st International Semantic Web Conference (ISWC); 2022-10-23 - 2022-10-27
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43 Zhou, Dongzhuoran; Zhou, Baifan; Zheng, Zhuoxun; Soylu, Ahmet; Savkovic, Ognjen; Kostylev, Egor; Kharlamov, Evgeny.
ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. I: CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM) 2022 ISBN 978-1-4503-9236-5. s. 5074-5078
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2021
44 Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir H.; Roman, Dumitru.
Big data workflows: Locality-aware orchestration using software containers. Sensors 2021 ;Volum 21.(24) s. 1-27
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45 Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru.
Locality-Aware Workflow Orchestration for Big Data. I: MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems. Association for Computing Machinery (ACM) 2021 ISBN 978-1-4503-8314-1. s. 62-70
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46 Kratochvil, Renate; Khanamiryan, Mariya; Soylu, Ahmet; Kvålshaugen, Ragnhild.
Organizational context factors that stimulate digital mindsets to unfold in digital transformation. Academy of Management Proceedings 2021
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47 Moschoyiannis, Sotiris; Penaloza Nyssen, Rafael; Vanthienen, Jan; Soylu, Ahmet; Roman, Dumitru.
Rules and Reasoning. 5th International Joint Conference, RuleML+RR 2021, Leuven, Belgium, September 8–15, 2021, Proceedings. Springer 2021 (ISBN 978-3-030-91166-9) ;Volum 12851.250 s. Lecture Notes in Computer Science (LNCS)(1)
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48 Nikolov, Nikolay; Dessalk, Yared Dejene; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru.
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet of Things: Engineering Cyber Physical Human Systems 2021 ;Volum 16. s. 1-19
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49 Parnas Gulnes, Maren; Soylu, Ahmet; Roman, Dumitru.
A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia. Data Technologies and Applications 2021 ;Volum 56.(3) s. -
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50 Parnas Gulnes, Maren; Soylu, Ahmet; Roman, Dumitru.
Graph-based Management of Neuroscience Data: Representation, Integration and Analysis. ERCIM News 2021
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