Ahmet Soylu

Scientific Publications

• Disci, Rukiye, Gurcan, Fatih & Soylu, Ahmet (2025). Advanced Brain Tumor Classification in MR Images Using Transfer Learning and Pre-Trained Deep CNN Models. Cancers. ISSN 2072-6694. 17(1) doi:
  10.3390/cancers17010121
• Jayawardene, Iroshani, Skrzycki, Magdalena, Ma, Xiang, Soylu, Ahmet & Roman, Dumitru (2025). Synthetic Data Generation for Electric Vehicle Charging. I Žbontar, Klemen, Geiger, Bernhard C. & Pavšič, Amadej (red.) Workshop on AI for Sustainable Energy Systems and Green AI (Book of Abstracts). Verlag der Technischen Universität Graz. ISBN 9783991610458. p 21-22.
• 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). ISSN 1865-0929. 2022 p 317-330. doi:
  10.1007/978-3-031-51643-6_23
• Khan, Akif Quddus, Matskin, Mihhail, Prodan, Radu, Bussler, Christoph, Roman, Dumitru & Soylu, Ahmet (2024). Cloud storage tier optimization through storage object classification. Computing. ISSN 0010-485X. 106 p 3389-3418. doi:
  10.1007/s00607-024-01281-2
• Khan, Akif Quddus, Matskin, Mihhail, Prodan, Radu, Bussler, Christoph, Roman, Dumitru & Soylu, Ahmet (2024). Cloud storage cost: a taxonomy and survey. World wide web (Bussum). ISSN 1386-145X. 27 doi:
  10.1007/s11280-024-01273-4
• Zheng, Zhuoxun, Zhou, Baifan, Yang, Hui, Tan, Zhipeng, Sun, Zequn, Li, Chunnong, Waaler, Arild Torolv Søetorp, Kharlamov, Evgeny & Soylu, Ahmet (2024). Knowledge graph embedding closed under composition. Data mining and knowledge discovery. ISSN 1384-5810. 38 doi:
  10.1007/s10618-024-01050-x
• Khan, Akif Quddus, Matskin, Mihhail, Prodan, Radu, Bussler, Christoph, Roman, Dumitru & Soylu, Ahmet (2024). Cost modelling and optimisation for cloud: a graph-based approach. Journal of Cloud Computing. ISSN 2192-113X. 13(1) doi:
  10.1186/s13677-024-00709-6
• Gurcan, Fatih & Soylu, Ahmet (2024). Learning from Imbalanced Data: Integration of Advanced Resampling Techniques and Machine Learning Models for Enhanced Cancer Diagnosis and Prognosis. Cancers. ISSN 2072-6694. 16(19) doi:
  10.3390/cancers16193417
• Jayawardene, Iroshani, Roman, Dumitru, Zhao, Yingxiang, Ulyashin, Alexsander G., Soylu, Ahmet & Ma, Xiang (2024). Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station. CEUR Workshop Proceedings. ISSN 1613-0073. 3816 p 1-7.
  FULLTEKST
• Avogadro, Roberto, Jayawardene, Iroshani, Ma, Xiang, Soylu, Ahmet & Roman, Dumitru (2024). Koala-UI: An Interactive User Interface for Tabular Data Linking. CEUR Workshop Proceedings. ISSN 1613-0073. 3816
  FULLTEKST
• Gurcan, Fatih & Soylu, Ahmet (2024). Synthetic Boosted Resampling Using Deep Generative Adversarial Networks: A Novel Approach to Improve Cancer Prediction from Imbalanced Datasets. Cancers. ISSN 2072-6694. 16(23) doi:
  10.3390/cancers16234046
• Rula, Anisa, Sallinger, Emanuel, Savkovic, Ognjen, Ciuciu, Ioana Georgiana, Toma, Ioan, Parreira, Josiane Xavier, Prodan, Radu, Song, Hui & Soylu, Ahmet (2024). Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024. CEUR Workshop Proceedings. ISBN 978-3-031-72406-0. 3816(*)
  FULLTEKST
• 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. Sensors. ISSN 1424-8220. 23(2) doi:
  10.3390/s23020564
  FULLTEKST
• Su Yilmaz, Vadi, Akdag, Metehan, Dalveren, Yaser, Doruk, Resat Ozgur, Kara, Ali & Soylu, Ahmet (2023). Investigating the Impact of Two Major Programming Environments on the Accuracy of Deep Learning-Based Glioma Detection from MRI Images. Diagnostics (Basel). ISSN 2075-4418. 13(4) doi:
  10.3390/diagnostics13040651
• Bakken, Magnus & Soylu, Ahmet (2023). Chrontext: Portable SPARQL queries over contextualised time series data in industrial settings. Expert Systems With Applications. ISSN 0957-4174. 226 doi:
  10.1016/j.eswa.2023.120149
• Khan, Akif Quddus, Nikolov, Nikolay Vladimirov, Matskin, Mihhail, Prodan, Radu, Bussler, Christoph, Roman, Dumitru & Soylu, Ahmet (2023). Towards Graph-based Cloud Cost Modelling and Optimisation. I Cuzzocrea, Alfredo, Sharmin, Moushumi, Teranishi, Yuuichi & Towey, Dave (red.) 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings. ISBN 979-8-3503-2697-0. doi:
  10.1109/COMPSAC57700.2023.00203
• Layegh, Amirhossein, Hossein Payberah, Amir, Soylu, Ahmet, Roman, Dumitru & Matskin, Mihhail (2023). ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. I Cuzzocrea, Alfredo, Sharmin, Moushumi, Teranishi, Yuuichi & Towey, Dave (red.) 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings. ISBN 979-8-3503-2697-0. doi:
  10.1109/COMPSAC57700.2023.00038
• Fensel, Anna, Ozaki, Ana, Dumitru, Roman & Soylu, Ahmet (2023). Rules and Reasoning - 7th International Joint Conference, RuleML+RR 2023, Oslo, Norway, September 18-20, 2023, Proceedings. Springer Publishing Company. ISBN 978-3-031-45071-6. 14244(1)
• Avram, Calin, Gligor, Adrian, Roman, Dumitru, Soylu, Ahmet, Nyulas, Victoria & Avram, Laura (2023). Machine learning based assessment of preclinical health questionnaires. International Journal of Medical Informatics. ISSN 1386-5056. 180 doi:
  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. ISSN 0018-9162. 56(10) p 40-48. doi:
  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. ISSN 1865-1348. 490 p 38-54. doi:
  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). ISSN 0302-9743. 14183 p 205-216. doi:
  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). ISSN 0302-9743. 14266 p 380-399. doi:
  10.1007/978-3-031-47243-5_21
• Tan, Zhipeng, Zhou, Baifan, Zheng, Zhuoxun, Savkovic, Ognjen, Huang, Ziqiang, Gonzalez, Irlan-Grangel, Soylu, Ahmet & Kharlamov, Evgeny (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 14266 p 453-471. doi:
  10.1007/978-3-031-47243-5_25
• Tan, Zhipeng, Zheng, Zhuoxun, Klironomos, Antonis, Gad-Elrab, Mohamed H., Xiao, Guohui, Soylu, Ahmet, Kharlamov, Evgeny & Zhou, Baifan (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring. CEUR Workshop Proceedings. ISSN 1613-0073. 3632
  FULLTEKST
• Zheng, Zhuoxun, Savkovic, Ognjen, Nikolov, Nikolay, Phuc Luu, Huu, Soylu, Ahmet, Kharlamov, Evgeny & Zhou, Baifan (2023). Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration. CEUR Workshop Proceedings. ISSN 1613-0073. 3632
  FULLTEKST
• Zheng, Zhuoxun, Zhou, Baifan, Tan, Zhipeng, Savkovic, Ognjen, Rincon-Yanez, Diego, Nikolov, Nikolay Vladimirov, Roman, Dumitru, Soylu, Ahmet & Kharlamov, Evgeny (2023). Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. CEUR Workshop Proceedings. ISSN 1613-0073. 3632
  FULLTEKST
• Tahmasebi, Shirin, Payberah, Amir H., Soylu, Ahmet, Roman, Dumitru & Matskin, Mihhail (2023). TRANSQLATION: TRANsformer-based SQL RecommendATION. I He, Jingrui, Palpanas, Themis, Hu, Xiaohua, Cuzzocrea, Alfredo, Dou, Dejing, Slezak, Dominik, Wang, Wei, Gruca, Aleksandra, Lin, Jerry Chun-Wei & Agrawal, Rakesh (red.) Proceedings 2023 IEEE International Conference on Big Data Dec 15 - Dec 18, 2023 • Sorrento, Italy. IEEE (Institute of Electrical and Electronics Engineers). ISBN 979-8-3503-2445-7. p 4703-4711. doi:
  10.1109/BigData59044.2023.10386277
• Roman, Dumitru, Alexiev, Vladimir, Paniagua, Javier, Elvesæter, Brian, Zernichow, Bjørn Marius von, Soylu, Ahmet, Simeonov, Boyan & Taggart, Chris (2022). The euBusinessGraph ontology: A lightweight ontology for harmonizing basic company information. Semantic Web Journal. ISSN 1570-0844. 13(1) p 41-68. doi:
  10.3233/SW-210424
• 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 (2022). TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data. Semantic Web Journal. ISSN 1570-0844. 13(2) p 265-291. doi:
  10.3233/SW-210442
• 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 (2022). Data Quality Barriers for Transparency in Public Procurement. Information. ISSN 2078-2489. 13(2) doi:
  10.3390/info13020099
• Ryen, Vetle, Soylu, Ahmet & Roman, Dumitru (2022). Building Semantic Knowledge Graphs from (Semi-)Structured Data: A Review. Future Internet. ISSN 1999-5903. 14(5) doi:
  10.3390/fi14050129
• Roman, Dumitru, Song, Hui, Loupos, Konstantinos, Krousarlis, Thomas, Soylu, Ahmet & Skarmeta, Antonio F. (2022). The Computing Fleet: Managing Microservices-based Applications on the Computing Continuum. I ICSA-C, 2022 (red.) 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C). IEEE conference proceedings. ISBN 978-1-6654-9493-9. p 40-44. doi:
  10.1109/ICSA-C54293.2022.00015
• Islam, Md Nazmul, Hasan, Mehedi, Hossain, Md Kabir, Alam, Md Golam Rabiul, Uddin, Md Zia & Soylu, Ahmet (2022). Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from CT-radiography. Scientific Reports. ISSN 2045-2322. 12(1) doi:
  10.1038/s41598-022-15634-4
• Fatih, Gurcan, Gonca Gokce Menekse, Dalveren, Nergiz, Ercil Cagiltay & Soylu, Ahmet (2022). Detecting Latent Topics and Trends in Software Engineering Research Since 1980 Using Probabilistic Topic Modeling. IEEE Access. ISSN 2169-3536. 10 p 74638-74654. doi:
  10.1109/ACCESS.2022.3190632
• Zhou, Dongzhuoran, Zhou, Baifan, Zheng, Zhuoxun, Kostylev, Egor, Cheng, Gong, Jimenez-Ruiz, Ernesto, Soylu, Ahmet & Kharlamov, Evgeny (2022). Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 13384 p 299-302. doi:
  10.1007/978-3-031-11609-4_45
• 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 (2022). The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 13384 p 287-290. doi:
  10.1007/978-3-031-11609-4_42
• Zheng, Zhuoxun, Zhou, Baifan, Zhou, Dongzhuoran, Cheng, Gong, Jimenez-Ruiz, Ernesto, Soylu, Ahmet & Kharlamov, Evgeny (2022). Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 13384 p 123-128. doi:
  10.1007/978-3-031-11609-4_23
• Thomas, Aleena, Nikolov, Nikolay, Pultier, Antoine, Roman, Dumitru, Elvesæter, Brian & Soylu, Ahmet (2022). SIM-PIPE DryRunner: An approach for testing container-based big data pipelines and generating simulation data. Computer Software and Applications Conference. ISSN 0730-3157. p 1159-1164. doi:
  10.1109/COMPSAC54236.2022.00182
• Gurcan, Fatih, Dalveren, Gonca Gokce Menekse, Cagiltay, Nergiz Ercil, Roman, Dumitru & Soylu, Ahmet (2022). Evolution of Software Testing Strategies and Trends: Semantic Content Analysis of Software Research Corpus of the Last 40 Years. IEEE Access. ISSN 2169-3536. 10 p 106093-106109. doi:
  10.1109/ACCESS.2022.3211949
• 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 (2022). Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. Computer. ISSN 0018-9162. 55(11) p 74-84. doi:
  10.1109/MC.2022.3154148
• Lin, Tengteng, Chen, Qiaosheng, Cheng, Gong, Soylu, Ahmet, Ell, Basil, Zhao, Ruoqi, Shi, Qing, Wang, Xiaxia, Gu, Yu & Kharlamov, Evgeny (2022). ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval. I Amigó, Enrique, Castells, Pablo, Gonzalo, Julio, Carterette, Ben, Culpepper, J. Shane & Kazai, Gabriella (red.) 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). ISBN 978-1-4503-8732-3. p 2981-2991. doi:
  10.1145/3477495.3531729
• Zheng, Zhuoxun, Zhou, Baifan, Zhou, Dongzhuoran, Soylu, Ahmet & Kharlamov, Evgeny (2022). ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics. I Al Hasan, Mohammad & Xiong, Li (red.) CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM). ISBN 978-1-4503-9236-5. p 5064-5068. doi:
  10.1145/3511808.3557195
• Zhou, Dongzhuoran, Zhou, Baifan, Zheng, Zhuoxun, Soylu, Ahmet, Savkovic, Ognjen, Kostylev, Egor & Kharlamov, Evgeny (2022). ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction. I Al Hasan, Mohammad & Xiong, Li (red.) CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM). ISBN 978-1-4503-9236-5. p 5074-5078. doi:
  10.1145/3511808.3557214
• Roman, Dumitru, Pultier, Antoine, Ma, Xiang, Soylu, Ahmet & Ulyashin, Alexander (2022). Data quality issues in solar panels installations: a case study. I Nguyen, Phu Hong, Magnanini, Maria Chiara & Sen, Sagar (red.) 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). ISBN 978-1-4503-9459-8. p 24-25. doi:
  10.1145/3549037.3564120
• Tahmasebi, Shirin, Hossein Payberah, Amir, Soylu, Ahmet, Roman, Dumitru & Matskin, Mihhail (2022). TranSQL: A Transformer-based Model for Classifying SQL Queries. I IEEE, . (red.) Proceedings 21st IEEE international conference on machine learning and applications : ICMLA 2022. IEEE conference proceedings. ISBN 978-1-6654-6283-9. p 788-793. doi:
  10.1109/ICMLA55696.2022.00131
• Song, Hui, Soylu, Ahmet & Roman, Dumitru (2022). Towards Cognitive Self-Management of IoT-Edge-Cloud Continuum based on User Intents. I Zhao, Xinghui & Sill, Alan (red.) 15th IEEE/ACM International Conference on Utility and Cloud Computing. IEEE (Institute of Electrical and Electronics Engineers). ISBN 978-1-6654-6087-3. p 313-316. doi:
  10.1109/UCC56403.2022.00055
• Khan, Akif Quddus, Nikolov, Nikolay Vladimirov, Matskin, Mihhail, Prodan, Radu, Song, Hui, Roman, Dumitru & Soylu, Ahmet (2022). Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model. I Zhao, Xinghui & Sill, Alan (red.) 15th IEEE/ACM International Conference on Utility and Cloud Computing. IEEE (Institute of Electrical and Electronics Engineers). ISBN 978-1-6654-6087-3. p 317-320. doi:
  10.1109/UCC56403.2022.00056
• Zheng, Zhuoxun, Zhou, Baifan, Soylu, Ahmet & Kharlamov, Evgeny (2022). Towards a Visualisation Ontology for Data Analysis in Industrial Applications. CEUR Workshop Proceedings. ISSN 1613-0073. 3355
  FULLTEKST
• Sahin, Bekir, Yazidi, Anis, Roman, Dumitru & Soylu, Ahmet (2021). Ontology-Based Fault Tree Analysis Algorithms in a Fuzzy Environment for Autonomous Ships. IEEE Access. ISSN 2169-3536. 9 p 1-18. doi:
  10.1109/ACCESS.2021.3061929
• Uddin, Md Zia & Soylu, Ahmet (2021). Human activity recognition using wearable sensors, discriminant analysis, and long short-term memory-based neural structured learning. Scientific Reports. ISSN 2045-2322. 11(1) p 1-15. doi:
  10.1038/s41598-021-95947-y
• Sahin, Bekir, Yazir, Devran, Soylu, Ahmet & Yip, Tsz Leung (2021). Improved fuzzy AHP based game-theoretic model for shipyard selection. Ocean Engineering. ISSN 0029-8018. 233 doi:
  10.1016/j.oceaneng.2021.109060
• Roman, Dumitru, Reeves, Neal, Gonzalez, Esteban, Celino, Irene, Abd El Kader, Shady, Turk, Philip Andreas, Soylu, Ahmet, Corcho, Oscar, Cedazo, Raquel, Re Calegari, Gloria, Scandolari, Damiano & Simperl, Elena (2021). An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science. Data Technologies and Applications. ISSN 2514-9288. 55(5) p 622-642. doi:
  10.1108/DTA-10-2020-0253
• Zhou, Baifan, Svetashova, Yulia, Silva Gusmao, Andre, Soylu, Ahmet, Cheng, Gong, Mikut, Ralf, Waaler, Arild Torolv Søetorp & Kharlamov, Evgeny (2021). SemML: Facilitating development of ML models for condition monitoring with semantics. Journal of Web Semantics. ISSN 1570-8268. 71 p 1-21. doi:
  10.1016/j.websem.2021.100664
• Sahin, Bekir, Yazidi, Anis, Roman, Dumitru, Uddin, Md Zia & Soylu, Ahmet (2021). On Converting Crisp Failure Possibility into Probability for Reliability of Complex Systems. Lecture Notes in Networks and Systems. ISSN 2367-3370. 308 p 622-629. doi:
  10.1007/978-3-030-85577-2_73
• Sahin, Bekir, Yazidi, Anis, Roman, Dumitru, Uddin, Md Zia & Soylu, Ahmet (2021). An Analysis of Data Production Based on the Consistency of Decision Matrices. Lecture Notes in Networks and Systems. ISSN 2367-3370. 307 p 875-882. doi:
  10.1007/978-3-030-85626-7_102
• Moschoyiannis, Sotiris, Penaloza Nyssen, Rafael, Vanthienen, Jan, Soylu, Ahmet & Roman, Dumitru (2021). Rules and Reasoning. 5th International Joint Conference, RuleML+RR 2021, Leuven, Belgium, September 8–15, 2021, Proceedings. Springer. ISBN 978-3-030-91166-9. 12851(1)
  FULLTEKST
• Nikolov, Nikolay, Dessalk, Yared Dejene, Khan, Akif Quddus, Soylu, Ahmet, Matskin, Mihhail, Payberah, Amir & Roman, Dumitru (2021). Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet of Things: Engineering Cyber Physical Human Systems. ISSN 2542-6605. 16 p 1-19. doi:
  10.1016/j.iot.2021.100440
• Parnas Gulnes, Maren, Soylu, Ahmet & Roman, Dumitru (2021). A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia. Data Technologies and Applications. ISSN 2514-9288. 56(3) doi:
  10.1108/DTA-12-2020-0303
• Corodescu, Andrei-Alin, Nikolov, Nikolay, Khan, Akif Quddus, Soylu, Ahmet, Matskin, Mihhail, Payberah, Amir & Roman, Dumitru (2021). Locality-Aware Workflow Orchestration for Big Data. I Chbeir, Richard (red.) MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems. Association for Computing Machinery (ACM). ISBN 978-1-4503-8314-1. p 62-70. doi:
  10.1145/3444757.3485106
• Corodescu, Andrei-Alin, Nikolov, Nikolay, Khan, Akif Quddus, Soylu, Ahmet, Matskin, Mihhail, Payberah, Amir H. & Roman, Dumitru (2021). Big data workflows: Locality-aware orchestration using software containers. Sensors. ISSN 1424-8220. 21(24) p 1-27. doi:
  10.3390/s21248212
• Roman, Dumitru, Nikolov, Nikolay, Soylu, Ahmet, Elvesæter, Brian, Song, Hui, Prodan, Radu, Kimovski, Dragi, Marrella, Andrea, Leotta, Francesco, Matskin, Mihhail, Ledakis, Giannis, Theodosiou, Konstantinos, Simonet-Boulogne, Anthony, Perales, Fernando, Kharlamov, Evgeny, Ulisses, Alexandre, Solberg, Arnor & Ceccarelli, Raffaele (2021). Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview. Proceedings of the IEEE Symposium on Computers and Communications. ISSN 1530-1346. doi:
  10.1109/ISCC53001.2021.9631410
• Roman, Dumitru, Nikolov, Nikolay, Elvesæter, Brian, Soylu, Ahmet, Prodan, Radu, Kimovski, Dragi, Marrella, Andrea, Leotta, Francesco, Benvenuti, Dario, Matskin, Mihhail, Ledakis, Giannis, Simonet-Boulogne, Anthony, Perales, Fernando, Kharlamov, Evgeny, Ulisses, Alexandre, Solberg, Arnor & Ceccarelli, Raffaele (2021). DataCloud: Enabling the Big Data Pipelines on the Computing Continuum. I Cherfi, Samira, Perini, Anna & Nurcan, Selmin (red.) Research Challenges in Information Science: 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021, Proceedings. Springer. ISBN 978-3-030-75017-6. p 715-717. doi:
  10.1007/978-3-030-75018-3
  FULLTEKST
• Sahin, Bekir & Soylu, Ahmet (2020). Multi-Layer, Multi-Segment Iterative Optimization for Maritime Supply Chain Operations in a Dynamic Fuzzy Environment. IEEE Access. ISSN 2169-3536. 8 p 144993-145005. doi:
  10.1109/ACCESS.2020.3014968
• Sahin, Bekir, Yip, Tsz Leung, Tseng, Po-Hsing, Kabak, Mehmet & Soylu, Ahmet (2020). An Application of a Fuzzy TOPSIS Multi-Criteria Decision Analysis Algorithm for Dry Bulk Carrier Selection. Information. ISSN 2078-2489. 11(5) doi:
  10.3390/info11050251
• Sahin, Bekir & Soylu, Ahmet (2020). Intuitionistic fuzzy analytical network process models for maritime supply chain. Applied Soft Computing. ISSN 1568-4946. 96 doi:
  10.1016/j.asoc.2020.106614
• Gutiérrez-Basulto, Víctor, Kliegr, Tomas, Soylu, Ahmet, Giese, Martin & Roman, Dumitru (2020). Rules and Reasoning. 4th International Joint Conference, RuleML+RR 2020, Oslo, Norway, June 29 – July 1, 2020, Proceedings. Springer. ISBN 978-3-030-57977-7. 12173(1)
• Zhou, Baifan, Svetashova, Yulia, Pychynski, Tim, Baimuratov, Ildar, Soylu, Ahmet & Kharlamov, Evgeny (2020). SemFE: Facilitating ML Pipeline Development with Semantics. I d'Aquin, Mathieu & Dietze, Stefan (red.) CIKM 20 : The 29th ACM international conference on information and knowledge management : Virtual Event Ireland, October 19-23, 2020. ACM Publications. ISBN 9781450368599. p 3489-3492. doi:
  10.1145/3340531.3417436
  FULLTEKST
• Sahin, Bekir, Uddin, Md Zia & Soylu, Ahmet (2020). Towards Optimal Ship Navigation Using Image Processing. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 12509 p 135-147. doi:
  10.1007/978-3-030-64556-4_11
• Dessalk, Yared Dejene, Nikolov, Nikolay, Matskin, Mihhail, Soylu, Ahmet & Roman, Dumitru (2020). Scalable Execution of Big Data Workflows using Software Containers. I Chbeir, Richard, Manolopoulos, Yannis, Damiani, Ernesto & Benslimane, Djamal (red.) MEDES '20: Proceedings of the 12th International Conference on Management of Digital EcoSystems. ACM Publications. ISBN 978-1-4503-8115-4. p 76-83. doi:
  10.1145/3415958.3433082
  FULLTEKST
• Soylu, Ahmet, Corcho, Oscar, Elvesæter, Brian, Badenes-Olmedo, Carlos, Yedro Martínez, Francisco, Kovacic, Matej, Posinkovic, Matej, Makgill, Ian, Taggart, Chris, Simperl, Elena, Lech, Till Christopher & Roman, Dumitru (2020). Enhancing Public Procurement in the European Union Through Constructing and Exploiting an Integrated Knowledge Graph. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 12507 p 430-446. doi:
  10.1007/978-3-030-62466-8_27
• Samuelsen, Simen, Nikolov, Nikolay, Soylu, Ahmet & Roman, Dumitru (2020). An Approach for Representing and Storing RDF Data in Multi-model Databases. I María-Antonia, Ovalle-Perandone (red.) 14th International Conference on Metadata and Semantics Research (MTSR 2020). Springer Nature. ISBN 978-3-030-36598-1.
• Roman, Dumitru & Soylu, Ahmet (2020). Enabling the European Business Knowledge Graph for Innovative Data-Driven Products and Services. ERCIM News. ISSN 0926-4981. (121)
• Roman, Dumitru, Alexiev, Vladimir, Paniagua, Javier, Elvesæter, Brian, Zernichow, Bjørn Marius von, Soylu, Ahmet, Simeonov, Boyan & Taggart, Chris (2020). A Bird's-eye view of euBusinessGraph: A business knowledge graph for company data. CEUR Workshop Proceedings. ISSN 1613-0073. 2721(493) p 39-43.
  FULLTEKST
• Soylu, Ahmet, Corcho, Oscar, Elvesæter, Brian, Badenes-Olmedo, Carlos, Martínez, Francisco Yedro, Kovacic, Matej, Posinkovic, Matej, Makgill, Ian, Taggart, Chris, Simperl, Elena, Lech, Till Christopher & Roman, Dumitru (2020). Integrating and analysing public procurement data through a knowledge graph: A demonstration in a nutshell. CEUR Workshop Proceedings. ISSN 1613-0073. 2721(492) p 34-38.
  FULLTEKST
• Simperl, Elena, Corcho, Oscar, Grobelnik, Marko, Roman, Dumitru, Soylu, Ahmet, Ruíz, María Jesús Fernández, Gatti, Stefano, Taggart, Chris, Klima, Urška Skok, Uliana, Annie Ferrari, Makgill, Ian & Lech, Till Christopher (2019). Towards a Knowledge Graph Based Platform for Public Procurement. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 846 p 317-323. doi:
  10.1007/978-3-030-14401-2_29
• Soylu, Ahmet & Kharlamov, Evgeny (2019). Navigating OWL 2 Ontologies Through Graph Projection. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 846 p 113-119. doi:
  10.1007/978-3-030-14401-2_10
• Soylu, Ahmet, Elvesæter, Brian, Turk, Philip, Roman, Dumitru, Corcho, Oscar, Simperl, Elena, Konstantinidis, George & Lech, Till Christopher (2019). Towards an Ontology for Public Procurement Based on the Open Contracting Data Standard. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 11701 LNCS p 230-237. doi:
  10.1007/978-3-030-29374-1_19
• Klungre, Vidar Norstein, Soylu, Ahmet, Jimenez-Ruiz, Ernesto, Kharlamov, Evgeny & Giese, Martin (2019). Query Extension Suggestions for Visual Query Systems Through Ontology Projection and Indexing. New generation computing. ISSN 0288-3635. 37(4) p 361-392. doi:
  10.1007/s00354-019-00071-1
• Soylu, Ahmet, Elvesæter, Brian, Turk, Philip, Roman, Dumitru, Corcho, Oscar, Simperl, Elena, Makgill, Ian, Taggart, Chris, Grobelnik, Marko & Lech, Till Christopher (2019). An Overview of the TBFY Knowledge Graph for Public Procurement. CEUR Workshop Proceedings. ISSN 1613-0073. 2456
  FULLTEKST
• Sajid, Salhia, Zernichow, Bjørn Marius von, Soylu, Ahmet & Roman, Dumitru (2019). Predictive Data Transformation Suggestions in Grafterizer Using Machine Learning. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 1057 CCIS p 137-149. doi:
  10.1007/978-3-030-36599-8_12
• Abd El Kader, Shady, Nikolov, Nikolay, Zernichow, Bjørn Marius von, Cutrona, Vincenzo, Palmonari, Matteo, Elvesæter, Brian, Soylu, Ahmet & Roman, Dumitru (2019). Modeling and publishing French business register (SIRENE) data as linked data using the EubusinessGraph ontology. CEUR Workshop Proceedings. ISSN 1613-0073. 2549
• Klungre, Vidar Norstein, Soylu, Ahmet, Giese, Martin, Waaler, Arild & Kharlamov, Evgeny (2018). On Enhancing Visual Query Building over KGs Using Query Logs. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 11341 p 77-85. doi:
  10.1007/978-3-030-04284-4_6
• Soylu, Ahmet & Kharlamov, Evgeny (2018). Making Complex Ontologies End User Accessible via Ontology Projections. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 11341 p 295-303. doi:
  10.1007/978-3-030-04284-4_20
• Soylu, Ahmet, Corcho, Oscar, Simperl, Elena, Roman, Dumitru, Martínez, Francisco Yedro, Taggart, Chris, Makgill, Ian, Elvesæter, Brian, Symonds, Ben, McNally, Helen, Konstantinidis, George, Zhao, Yuchen & Lech, Till Christopher (2018). Towards Integrating Public Procurement Data into a Semantic Knowledge Graph. CEUR Workshop Proceedings. ISSN 1613-0073. 2262 p 1-4.
  FULLTEKST
• Simperl, Elena, Corcho, Oscar, Grobelnik, Marko, Roman, Dumitru, Soylu, Ahmet, Jesús Fernández Ruíz, María, Gatti, Stefano, Taggart, Chris, Skok Klima, Urška, Ferrari Uliana, Annie, Makgill, Ian & Lech, Till Christopher (2018). TheyBuyForYou: Enabling Procurement Data Value Chains. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 1115 p 179-186. doi:
  10.1007/978-3-030-63161-1_15
• Kharlamov, Evgeny, Skjæveland, Martin G, Hovland, Dag, Mailis, Theofilos, Jimenez-Ruiz, Ernesto, Xiao, Guohui, Soylu, Ahmet, Horrocks, Ian & Waaler, Arild (2018). Finding Data Should be Easier than Finding Oil. I Abe, Naoki, Liu, Huan, Hu, Xiaohua, Ahmed, Nesreen, Qiao, Mu, Song, Yang, Kossmann, Donald, Liu, Bing, Lee, Kisung, Tang, Jiliang, He, Jingrui & Saltz, Jeffrey (red.) 2018 IEEE International Conference on Big Data (Big Data), Seattle, 10-13 Dec. 2018. IEEE (Institute of Electrical and Electronics Engineers). ISBN 978-1-5386-5035-6. doi:
  10.1109/BigData.2018.8622035
• Soylu, Ahmet, Giese, Martin, Schlatte, Rudolf, Jimenez-Ruiz, Ernesto, Kharlamov, Evgeny, Özçep, Özgür, Neuenstadt, Christian & Brandt, Sebastian (2017). Querying industrial stream-temporal data: An ontology-based visual approach. Journal of Ambient Intelligence and Smart Environments. ISSN 1876-1364. 9(1) p 77-95. doi:
  10.3233/AIS-160415
• Soylu, Ahmet, Kharlamov, Evgeny, Zheleznyakov, Dmitriy, Jimenez-Ruiz, Ernesto, Giese, Martin, Skjæveland, Martin G, Hovland, Dag, Schlatte, Rudolf, Brandt, Sebastian, Lie, Hallstein & Horrocks, Ian (2017). OptiqueVQS: a Visual Query System over Ontologies for Industry. Semantic Web Journal. ISSN 1570-0844. p 1-28. doi:
  10.3233/sw-180293
  FULLTEKST
• Kharlamov, Evgeny, Mailis, Theofilos, Mehdi, Gulnar, Neuenstadt, Christian, Özçep, Özgür Lütfü, Roshchin, Mikhail, Solomakhina, Nina, Soylu, Ahmet, Svingos, Christoforos, Brandt, Sebastian, Giese, Martin, Ioannidis, Yannis, Lamparter, Steffen, Möller, Ralf, Kotidis, Yannis & Waaler, Arild (2017). Semantic access to streaming and static data at Siemens. Journal of Web Semantics. ISSN 1570-8268. 44 p 54-74. doi:
  10.1016/j.websem.2017.02.001
• Kharlamov, Evgeny, Hovland, Dag, Skjæveland, Martin G, Bilidas, Dimitris, Jimenez-Ruiz, Ernesto, Xiao, Guohui, Soylu, Ahmet, Lanti, Davide, Rezk, Martin, Zheleznyakov, Dmitriy, Giese, Martin, Lie, Hallstein, Ioannidis, Yannis, Kotidis, Yannis, Koubarakis, Manolis & Waaler, Arild Torolv Søetorp (2017). Ontology Based Data Access in Statoil. Journal of Web Semantics. ISSN 1570-8268. 44 p 3-36. doi:
  10.1016/j.websem.2017.05.005
• Vega-Gorgojo, Guillermo, Giese, Martin, Heggestøyl, Simen, Soylu, Ahmet & Waaler, Arild (2016). PepeSearch: Semantic Data for the masses. PLOS ONE. ISSN 1932-6203. 11(3) doi:
  10.1371/journal.pone.0151573
• Vega-Gorgojo, Guillermo, Slaughter, Laura, Giese, Martin, Heggestøyl, Simen, Soylu, Ahmet & Waaler, Arild (2016). Visual query interfaces for semantic datasets: An evaluation study. Journal of Web Semantics. ISSN 1570-8268. 39 p 81-96. doi:
  10.1016/j.websem.2016.01.002
  FULLTEKST
• Soylu, Ahmet, Giese, Martin, Jiménez-Ruiz, Ernesto, Kharlamov, Evgeny, Zheleznyakov, Dmitriy & Horrocks, Ian (2016). Ontology-based end-user visual query formulation: Why, what, who, how, and which? Universal Access in the Information Society. ISSN 1615-5289. p 1-33. doi:
  10.1007/s10209-016-0465-0
• Soylu, Ahmet, Giese, Martin, Schlatte, Rudolf, Jiménez-Ruiz, Ernesto, Ozcep, Ozgur & Brandt, Sebastian (2016). Domain experts surfing on stream sensor data over ontologies. CEUR Workshop Proceedings. ISSN 1613-0073. 1588 p 11-20.
  FULLTEKST
• Soylu, Ahmet, Giese, Martin, Schlatte, Rudolf, Jiménez-Ruiz, Ernesto, Özcep, Özgür & Brandt, Sebastian (2016). A visual query system for stream data access over ontologies. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 9989 p 161-166. doi:
  10.1007/978-3-319-47602-5_32
• Kharlamov, Evgeny, Brandt, Sebastian, Giese, Martin, Jimenez-Ruiz, Ernesto, Kotidis, Yannis, Lamparter, Steffen, Mailis, Theofilis P., Neuenstadt, Christian, Özcep, Özgür, Pinkel, Christoph, Soylu, Ahmet, Svingos, Christoforos, Zheleznyakov, Dmitriy, Horrocks, Ian, Ioannidis, Yannis, Möller, Ralf & Waaler, Arild (2016). Enabling semantic access to static and streaming distributed data with optique: demo. I Gal, Avigdor, Weidlich, Matthias, Kalogeraki, Vana & Venkasubramanian, Nalini (red.) Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, DEBS '16, Irvine, CA,USA, June 20 -24. ACM Publications. ISBN 978-1-4503-4021-2. p 350-353. doi:
  10.1145/2933267.2933290
• Kharlamov, Evgeny, Mailis, Theofilis P., Bereta, Konstantina, Bilidas, Dimitris, Brandt, Sebastian, Jimenez-Ruiz, Ernesto, Lamparter, Steffen, Neuenstadt, Christian, Özcep, Özgür, Soylu, Ahmet, Svingos, Christoforos, Xiao, Guohui, Zheleznyakov, Dmitriy, Calvanese, Diego, Horrocks, Ian, Giese, Martin, Ioannidis, Yannis, Kotidis, Yannis, Möller, Ralf & Waaler, Arild (2016). A Semantic Approach to Polystores. I Joshi, James (red.) Proceedings 2016 IEEE International Conference on Big Data. IEEE (Institute of Electrical and Electronics Engineers). ISBN 978-1-4673-9005-7. p 2565-2573. doi:
  10.1109/BigData.2016.7840898
• Soylu, Ahmet, Giese, Martin, Jimenez-Ruiz, Ernesto, Kharlamov, Evgeny, Schlatte, Rudolf, Neuenstadt, Christian, Ozcep, Ozgur, Lie, Hallstein, Klungre, Vidar Norstein, Brandt, Sebastian & Horrocks, Ian (2016). Ontology-based visual querying with OptiqueVQS: Statoil and Siemens cases. CEUR Workshop Proceedings. ISSN 1613-0073. 1818 p 34-39.
• Giese, Martin, Soylu, Ahmet, Vega, Gorgojo Guillermo, Waaler, Arild, Haase, Peter, Jimenez-Ruiz, Ernesto, Lanti, Davide, Rezk, Martin, Xiao, Guohui, Oezcep, Oezguer & Rosati, Riccardo (2015). Optique: Zooming in on Big Data. Computer. ISSN 0018-9162. 48(3) p 60-67. doi:
  10.1109/MC.2015.82
• Soylu, Ahmet, Giese, Martin, Jimenez-ruiz, Ernesto, Vega, Gorgojo Guillermo & Horrocks, Ian (2015). Experiencing OptiqueVQS: A Multi-paradigm and Ontology-based Visual Query System for End Users. Universal Access in the Information Society. ISSN 1615-5289. 15(1) p 129-152. doi:
  10.1007/s10209-015-0404-5
• Soylu, Ahmet, Kharlamov, Evgeny, Zheleznyakov, Dmitriy, Jiménez-Ruiz, Ernesto, Giese, Martin & Horrocks, Ian (2015). OptiqueVQS: Ontology-based visual querying. CEUR Workshop Proceedings. ISSN 1613-0073. 1456 p 91-96.
  FULLTEKST
• Kharlamov, Evgeny, Brandt, Sebastian, Giese, Martin, Jiménez-Ruiz, Ernesto, Lamparter, Steffen, Neuenstadt, Christian, Ozcep, Ozgur, Pinkel, Christoph, Soylu, Ahmet, Zheleznyakov, Dmitriy, Roshchin, Mikhail, Watson, Stuart & Horrocks, Ian (2015). Semantic access to siemens streaming data: The OPTIQUE way. CEUR Workshop Proceedings. ISSN 1613-0073. 1486
  FULLTEKST
• Kharlamov, Evgeny, Jiménez-Ruiz, Ernesto, Pinkel, Christoph, Rezk, Martin, Skjæveland, Martin G, Soylu, Ahmet, Xiao, Guohui, Zheleznyakov, Dmitriy, Giese, Martin, Horrocks, Ian & Waaler, Arild (2015). OPTIQUE: Ontology-based data access platform. CEUR Workshop Proceedings. ISSN 1613-0073. 1486
  FULLTEKST
• Soylu, Ahmet, Kharlamov, Evgeny, Zheleznyakov, Dmitriy, Jiménez-Ruiz, Ernesto, Giese, Martin & Horrocks, Ian (2015). Ontology-Based Visual Query Formulation: An Industry Experience. I Bebis, George, Boyle, Richard, Parvin, Bahram, Koracin, Darko, Pavlidis, Ioannis, Feris, Rogerio, McGraw, Tim, Elendt, Mark, Kopper, Regis, Ragan, Eric, Ye, Zhao & Weber, Gunther (red.) Advances in Visual Computing 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part I. Springer. ISBN 978-3-319-27857-5. p 842-854. doi:
  10.1007/978-3-319-27857-5_75
• Soylu, Ahmet & Giese, Martin (2015). Qualifying Ontology-Based Visual Query Formulation. I Andreasen, Troels, Christiansen, Henning, Kacprzyk, Janusz, Larsen, Henrik, Pasi, Gabriella, Pivert, Olivier, Tré, Guy De, Amparo, Maria, Yazici, Adnan & Zadrożny, Sławomir (red.) Flexible Query Answering Systems 2015 Proceedings of the 11th International Conference FQAS 2015, Cracow, Poland, October 26-28, 2015. Springer. ISBN 978-3-319-26154-6. p 243-255. doi:
  10.1007/978-3-319-26154-6_19
• Kharlamov, Evgeny, Solomakhina, Nina, Oezcep, Oezguer, Zheleznyakov, Dmitriy, Hubauer, Thomas, Lampater, Steffen, Roshchin, Mikhail, Soylu, Ahmet & Watson, Stuart (2014). How semantic technologies can enhance data access at siemens energy. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 8796 p 601-619. doi:
  10.1007/978-3-319-11964-9_38
• Soylu, Ahmet, Kharlamov, Evgeny, Zheleznyakov, Dmitriy, Jimenez-ruiz, Ernesto, Giese, Martin & Horrocks, Ian (2014). OptiqueVQS: Visual Query Formulation for OBDA. CEUR Workshop Proceedings. ISSN 1613-0073. 1193 p 725-728.
  FULLTEKST
• Lebesbye, Torgeir & Soylu, Ahmet (2014). Towards a Visual Annotation Tool for End-User Semantic Content Authoring. CEUR Workshop Proceedings. ISSN 1613-0073. 1299 p 57-62.
  FULLTEKST
• Soylu, Ahmet, Giese, Martin, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Zheleznyakov, Dmitriy & Horrocks, Ian (2014). Why not simply Google? I Olsson, Thomas & Hvannberg, Ebba Þóra (red.) NordiCHI '14 : Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational, Oct 26-30 2014, Helsinki, Finland. Association for Computing Machinery (ACM). ISBN 978-1-4503-2542-4. p 1039-1042. doi:
  10.1145/2639189.2670270
  FULLTEKST
• Soylu, Ahmet, Giese, Martin, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Zheleznyakov, Dmitriy & Horrocks, Ian (2014). Towards Exploiting Query History for Adaptive Ontology-based Visual Query Formulation. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 478 p 107-119. doi:
  10.1007/978-3-319-13674-5_11
  FULLTEKST
• Cuenca grau, Bernardo, Giese, Martin, Horrocks, Ian, Hubauer, Thomas, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Schmidt, Michael, Soylu, Ahmet & Zheleznyakov, Dmitriy (2013). Towards Query Formulation and Query-Driven Ontology Extensions in OBDA Systems. CEUR Workshop Proceedings. ISSN 1613-0073.
  FULLTEKST
• Calvanese, Diego, Giese, Martin, Haase, Peter, Ioannidis, Yannis, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Kllapi, Herald, Koubarakis, Manolis, Lampater, Steffen, Moeller, Ralf, Neuenstadt, Christian, Oezcep, Oezguer, Rodriguez-muro, Mariano, Roshchin, Mikhail, Ruzzi, Marco, Savo, Domenico Fabio, Schmidt, Michael, Soylu, Ahmet, Waaler, Arild & Zheleznyakov, Dmitriy (2013). The Optique Project: Towards OBDA Systems for Industry. CEUR Workshop Proceedings. ISSN 1613-0073. 1080
• Haase, Peter, Horrocks, Ian, Hovland, Dag, Hubauer, Thomas, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Kluwer, Johan Wilhelm, Christoph, Pinkel, Rosati, Riccardo, Santarelli, Valerio, Soylu, Ahmet & Zheleznyakov, Dmitriy (2013). Optique System: Towards Ontology and Mapping Management in OBDA Solutions. CEUR Workshop Proceedings. ISSN 1613-0073.
  FULLTEKST
• Soylu, Ahmet, Skjæveland, Martin G, Giese, Martin, Horrocks, Ian, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny & Zheleznyakov, Dmitriy (2013). A Preliminary Approach on Ontology-Based Visual Query Formulation for Big Data. I Garoufallou, Emmanouel & Greenberg, Jane (red.) Metadata and Semantics Research 7th Research Conference, MTSR 2013, Thessaloniki, Greece, November 19-22, 2013. Proceedings. Springer. ISBN 978-3-319-03436-2. p 201-212. doi:
  10.1007/978-3-319-03437-9_21
• Giese, Martin, Calvanese, Diego, Haase, Peter, Horrocks, Ian, Ioannidis, Yannis, Kllapi, Herald, Koubarakis, Manolis, Lenzerini, Maurizio, Moeller, Ralf, Oezcep, Oezguer, Rodriguez-muro, Mariano, Rosati, Riccardo, Schlatte, Rudolf, Schmidt, Michael, Soylu, Ahmet & Waaler, Arild (2013). Scalable End-user Access to Big Data. I Akerkar, Rajendra (red.) Big Data Computing. Taylor & Francis. ISBN 978-1-46-657837-1. doi:
  10.1201/b16014-9
• Kharlamov, Evgeny, Jimenez-ruiz, Ernesto, Zheleznyakov, Dmitriy, Bilidas, Dimitris, Giese, Martin, Haase, Peter, Horrocks, Ian, Kllapi, Herald, Koubarakis, Manolis, Oezcep, Oezguer, Rodriguez-muro, Mariano, Rosati, Riccardo, Schmidt, Michael, Schlatte, Rudolf, Soylu, Ahmet & Waaler, Arild (2013). Optique: Towards OBDA Systems for Industry. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 7955 p 125-140. doi:
  10.1007/978-3-642-41242-4_11
• Calvanese, Diego, Giese, Martin, Haase, Peter, Horrocks, Ian, Hubauer, Thomas, Ioannidis, Yannis, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Kllapi, Herald, Kluwer, Johan Wilhelm, Koubarakis, Manolis, Lampater, Steffen, Moeller, Ralf, Neuenstadt, Christian, Nordveit, Toralv, Oezcep, Oezguer, Rodriguez-muro, Mariano, Roshchin, Mikhail, Savo, Fabio, Schmidt, Michael, Soylu, Ahmet, Waaler, Arild & Zheleznyakov, Dmitriy (2013). Optique: OBDA Solution for Big Data. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 7955 p 293-295. doi:
  10.1007/978-3-642-41242-4_48
• Soylu, Ahmet, Giese, Martin, Jimenez-ruiz, Ernesto, Kharlamov, Evgeny, Zheleznyakov, Dmitriy & Horrocks, Ian (2013). OptiqueVQS—Towards an Ontology-based Visual Query System for Big Data. I Ladid, Latif, Montes, Antonio, Bruck, Peter A., Ferri, Fernando & Chbeir, Richard (red.) Fifth International Conference on Management of Emergent Digital EcoSystems, MEDES '13, Luxembourg, Luxembourg, October 29-31, 2013. Association for Computing Machinery (ACM). ISBN 978-1-4503-2004-7. p 119-126. doi:
  10.1145/2536146.2536149
• Soylu, Ahmet (2012). Exploiting metadata, ontologies and semantics to design/enhance new end-user experiences for adaptive pervasive computing environments. Leuven University Press. ISBN 978-90-8649-518-4.
• Soylu, Ahmet, Mödritscher, Felix & De Causmaecker, Patrick (2012). Ubiquitous Web Navigation through Harvesting Embedded Semantic Data: A Mobile Scenario. Integrated Computer-Aided Engineering. ISSN 1069-2509. 19(1) p 93-109. doi:
  10.3233/ICA-2012-0393
• Soylu, Ahmet, Mödritscher, Felix, Wild, Fridolin, De Causmaecker, Patrick & Desmet, Piet (2012). Mashups by Orchestration and Widget-based Personal Environments: Key Challenges, Solution Strategies, and an Application. Program. ISSN 0033-0337. 46(4) p 383-428. doi:
  10.1108/00330331211276486
• Soylu, Ahmet, De Causmaecker, Patrick, Davy, Preuveneers, Berbers, Yolande & Desmet, Piet (2011). Formal Modelling, Knowledge Representation and Reasoning for Design and Development of User-centric Pervasive Software: A Meta-review. International Journal of Metadata, Semantics and Ontologies. ISSN 1744-2621. 6(2) p 96-125. doi:
  10.1504/IJMSO.2011.046595
• Soylu, Ahmet, Wild, Fridolin, Mödritscher, Felix, Desmet, Piet, Verlinde, Serge & De Causmaecker, Patrick (2011). Mashups and Widget Orchestration. I Chbeir, Richard (red.) Proceeding of the International Conference on Management of Emergent Digital EcoSystems (MEDES'11). ACM Publications. ISBN 978-1-4503-1047-5. p 226-234. doi:
  10.1145/2077489.2077532
• Mödritscher, Felix, Taferner, Wolfgang, Soylu, Ahmet & De Causmaecker, Patrick (2011). Visualization of Networked Collaboration in Digital Ecosystems through Two-mode Network Patterns. I Chbeir, Richard (red.) Proceeding of the International Conference on Management of Emergent Digital EcoSystems (MEDES'11). ACM Publications. ISBN 978-1-4503-1047-5. p 158-162. doi:
  10.1145/2077489.2077519
• Soylu, Ahmet, Vandewaetere, Mieke, Wauters, Kelly, Jacques, Igor, De Causmaecker, Patrick, Desmet, Piet, Clarebout, Geraldine & Van den noortgate, Wim (2011). Ontology-Driven Adaptive and Pervasive Learning Environments – APLEs: An Interdisciplinary Approach. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 126 p 99-115. doi:
  10.1007/978-3-642-20074-8_9
• Soylu, Ahmet, De Causmaecker, Patrick & Wild, Fridolin (2010). Ubiquitous Web for Ubiquitous Computing Environments: The Role of Embedded Semantics. Journal of Mobile Multimedia (JMM). ISSN 1550-4646. 6(1) p 26-48.
• Soylu, Ahmet, Mödritscher, Felix & De Causmaecker, Patrick (2010). Multi-facade and Ubiquitous Web Navigation and Access through Embedded Semantics. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 6485 p 272-289. doi:
  10.1007/978-3-642-17569-5_27
• Soylu, Ahmet, Wild, Fridolin, Mödritscher, Felix & De Causmaecker, Patrick (2010). Semantic Mash-Up Personal and Pervasive Learning Environments (SMupple). Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. 6389 p 501-504. doi:
  10.1007/978-3-642-16607-5_37
• Soylu, Ahmet, Mödritscher, Felix & De Causmaecker, Patrick (2010). Utilizing Embedded Semantics for User-Driven Design of Pervasive Environments. Communications in Computer and Information Science (CCIS). ISSN 1865-0929. 108 p 63-77. doi:
  10.1007/978-3-642-16552-8_7
• Soylu, Ahmet, De Causmaecker, Patrick & Desmet, Piet (2009). Context and Adaptivity in Pervasive Computing Environments: Links with Software Engineering and Ontological Engineering. Journal of Software. ISSN 1796-217X. 4(9) p 992-1013. doi:
  10.4304/jsw.4.9.992-1013
• Soylu, Ahmet & De Causmaecker, Patrick (2009). Merging Model Driven and Ontology Driven System Development Approaches Pervasive Computing Perspective. IEEE - International Conference on Optical MEMS and Nanophotonics. ISSN 2162-3430. p 730-735. doi:
  10.1109/ISCIS.2009.5291915
• Soylu, Ahmet & De Causmaecker, Patrick (2009). Embedded Semantics Empowering Context-Aware Pervasive Computing Environments. International Conference on Pattern Recognition. ISSN 1051-4651. p 310-317. doi:
  10.1109/UIC-ATC.2009.12
• Soylu, Ahmet, Desmet, Piet & De Causmaecker, Patrick (2009). Context and Adaptivity in Context-Aware Pervasive Computing Environments. International Conference on Pattern Recognition. ISSN 1051-4651. p 94-101. doi:
  10.1109/UIC-ATC.2009.11
• Soylu, Ahmet, Kuru, Selahattin, Wild, Fridolin & Mödritscher, Felix (2008). E-Learning and Microformats: A Learning Object Harvesting Model and a Sample Application. CEUR Workshop Proceedings. ISSN 1613-0073. 388
• Wild, Fridolin, Sigurðarson, Steinn e., Sobernig, Stefan, Stahl, Christina, Soylu, Ahmet, Rebas, Vahur, Górka, Dariusz, Danielewska-tulecka, Anna & Tapiador, Antonio (2007). An Interoperability Infrastructure for Distributed Feed Networks. CEUR Workshop Proceedings. ISSN 1613-0073. 309

Dissemination

• Jayawardene, Iroshani, Skrzycki, Magdalena, Ma, Xiang, Soylu, Ahmet & Roman, Dumitru (2025). Synthetic Data Generation for Electric Vehicle Charging.
• Jayawardene, Iroshani, Roman, Dumitru, Zhao, Yingxiang, Ulyashin, Alexsander G., Soylu, Ahmet & Ma, Xiang (2024). Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station.
• Avogadro, Roberto, Jayawardene, Iroshani, Ma, Xiang, Soylu, Ahmet & Roman, Dumitru (2024). Koala-UI: An Interactive User Interface for Tabular Data Linking.
• Zheng, Zhuoxun, Zhou, Baifan, Yang, Hui, Tan, Zhipeng, Waaler, Arild Torolv Søetorp, Kharlamov, Evgeny & Soylu, Ahmet (2024). Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data.
• Chen, Qiaosheng, Luo, Weiqing, Huang, Zixian, Lin, Tengteng, Wang, Xiaxia, Soylu, Ahmet, Ell, Basil, Zhou, Baifan, Kharlamov, Evgeny & Cheng, Gong (2024). ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.
• Zhou, Dongzhuoran, Zhou, Baifan, Zheng, Zhuoxun, Soylu, Ahmet, Cheng, Gong, Jimenez-Ruiz, Ernesto, Kostylev, Egor & Kharlamov, Evgeny (2022). Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.
• Zheng, Zhuoxun, Zhou, Baifan, Zhou, Dongzhuoran, Cheng, Gong, Jimenez-Ruiz, Ernesto, Soylu, Ahmet & Kharlamov, Evgeny (2022). Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.
• Zheng, Zhuoxun, Zhou, Baifan, Zhou, Dongzhuoran, Khan, Akif Quddus, Soylu, Ahmet & Kharlamov, Evgeny (2022). Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.
• Zheng, Zhuoxun, Zhou, Baifan, Zhou, Dongzhuoran, Soylu, Ahmet & Kharlamov, Evgeny (2022). Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch. I Al Hasan, Mohammad & Xiong, Li (red.) CIKM'22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM). ISBN 978-1-4503-9236-5. p 5102-5103. doi:
  10.1145/3511808.3557512
• Roman, Dumitru, Pultier, Antoine, Ma, Xiang, Soylu, Ahmet & Ulyashin, Alexsander G. (2022). Data quality issues in solar panels installations: a case study.
• Kratochvil, Renate, Khanamiryan, Mariya, Soylu, Ahmet & Kvålshaugen, Ragnhild (2021). Organizational context factors that stimulate digital mindsets to unfold in digital transformation. Academy of Management Annual Meeting Proceedings. ISSN 0065-0668.
• Parnas Gulnes, Maren, Soylu, Ahmet & Roman, Dumitru (2021). Graph-based Management of Neuroscience Data: Representation, Integration and Analysis. ERCIM News. ISSN 0926-4981.
  FULLTEKST
• Sahin, Bekir & Soylu, Ahmet (2020). An Automatic Anomaly Detection System (AADS) for Fully Autonomous Ships. ERCIM News. ISSN 0926-4981. 122
• Soylu, Ahmet & Elvesæter, Brian (2020). Enhancing Public Procurement in the European Union Through Constructing and Exploiting an Integrated Knowledge Graph.
• Turk, Philip, Soylu, Ahmet, Simperl, Elena, Corcho, Oscar, Grobelnik, Marko, Roman, Dumitru, Fernandez, Maria, Gatti, Stefano, Taggart, Chris, Skok Klima, Urška, Ferrari Uliana, Annie, Makgill, Ian & Lech, Till Christopher (2018). TheyBuyForYou: Enabling Procurement Data Value Chains.
• Soylu, Ahmet, Giese, Martin, Jimenez-Ruiz, Ernesto, Kharlamov, Evgeny, Schlatte, Rudolf, Neuenstadt, Christian, Özcep, Özgür, Lie, Hallstein, Klungre, Vidar Norstein, Brandt, Sebastian & Horrocks, Ian (2016). Ontology-based Visual Querying with OptiqueVQS: Statoil and Siemens Cases. CEUR Workshop Proceedings. ISSN 1613-0073. 1818
  FULLTEKST
• Kharlamov, Evgeny, Giese, Martin, Jimenez-ruiz, Ernesto, Skjæveland, Martin G, Soylu, Ahmet, Zheleznyakov, Dmitriy, Bagosi, Timea, Console, Marco, Haase, Peter, Horrocks, Ian, Marciuska, Sarunas, Pinkel, Christoph, Rodriguez-muro, Mariano, Ruzzi, Marco, Santarelli, Valerio, Fabio Savo, Domenico, Sengupta, Kunal, Schmidt, Michael, Thorstensen, Evgenij, Trame, Johannes & Waaler, Arild (2013). Optique 1.0: Semantic Access to Big Data: The Case of Norwegian Petroleum Directorate's FactPages.

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