PUBLICATIONS

    1. Massri, M.Besher, Spahiu, Blerina, Grobelnik, Marko, Alexiev, Vladimir, Palmonari, Matteo, & Roman, Dumitru. (2023). Towards InnoGraph: A Knowledge Graph for AI Innovation. 3rd International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K 2023), Austin, Texas, USA. https://doi.org/10.1145/3543873.3587614
    2. Buza, Krisztian. (2023). Data Augmentation Does Not Necessarily Beat a Smart Algorithm. 12th Japanese-Hungarian Symposium on Discrete Mathematics and Its Applications. https://doi.org/10.5281/zenodo.8010581
    3. Buza, Krisztian Antal. (2023). Time Series Forecasting with Distortion-Aware Convolutional Neural Networks. 9th SIGKDD International Workshop on Mining and Learning from Time Series. https://doi.org/10.5281/zenodo.8186597
    4. Buza, Krisztian Antal. (2023). Classification of Sparse and Irregularly Sampled Time Series with Convolutional Neural Networks. 9th SIGKDD International Workshop on Mining and Learning from Time Series. https://doi.org/10.5281/zenodo.8186573
    5. R. Avogadro, M. Ciavotta, F. De Paoli, M. Palmonari and D. Roman (2023). Estimating Link Confidence for Human-in-the-loop Table Annotation. IEEE/WIC International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), Venice, Italy, 2023.
    6. Nikolay Nikolov, Arnor Solberg, Radu Prodan, Ahmet Soylu, Mihhail Matskin, Dumitru Roman (2023). Container-based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. IEEE Computer Magazine. Special issue on Computing in Telemedicine.
    7. Software, and Applications Conference (COMPSAC), Torino, Italy, 2023, pp. 1337-1342, https://10.1109/COMPSAC57700.2023.00203.
    8. Gorton, I., Khomh, F., Lenarduzzi, V., Menghi, C., Roman, D. (2023). Software Architectures for AI Systems: State of Practice and Challenges. In: Pelliccione, P., Kazman, R., Weber, I., Liu, A. (eds) Software Architecture. Springer, Cham. https://doi.org/10.1007/978-3-031-36847-9_2.
    9. Khan, A.Q.; Nikolov, N.; Matskin, M.; Prodan, R.; Roman, D.; Sahin, B.; Bussler, C.; Soylu, A. Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines. Sensors 2023, 23, 564. https://doi.org/10.3390/s23020564.
    10. A. Klironomos, B. Zhou, Z, Tan, Z. Zheng, G. Mohamed, H. Paulheim and E. Kharlamov (2023). ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics. Extended Semantic Web Conference. https://doi.org/10.48550/arXiv.2305.02966.
    11. Zhou, B., Nikolov, N., Zheng, Z., Luo, X., Savkovic, O., Roman, D., Soylu, A., and Kharlamov, E. (2023). Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. The 22nd International Semantic Web Conference. Athens, Greece. ArXiv, abs/2308.01094.
    12. Z. Tan, B. Zhou, Z. Zheng, O. Savkovic, Z. Huang, I. Gonzalez, A. Soylu, and Evgeny Kharlamov (2023). Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case. The 22nd International Semantic Web Conference. Athens, Greece. https://doi.org/10.48550/arXiv.2308.01105.
    13. D. Rincon-Yanez, M. H. Gad-Elrab, D. Stepanova, K.Tran, C. C. Xuan, B. Zhou, E. Kharlamov (2023). Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. Extended Semantic Web Conference. CoRR abs/2309.10550.
    14. Rincon-Yanez, D. et al. (2023). Addressing the Scalability Bottleneck of Semantic Technologies at Bosch. In: Pesquita, C., et al. The Semantic Web: ESWC 2023 Satellite Events. ESWC 2023. Lecture Notes in Computer Science, vol 13998. Springer, Cham. https://doi.org/10.1007/978-3-031-43458-7_33
    15. C.X. Chu, M.H. Gad-Elrab, T.K. Tran, M. Schiller, E. Kharlamov, D. Stepanova (2023). Supplier Optimization at Bosch with Knowledge Graphs and Answer Set Programming. n: Pesquita, C., et al. The Semantic Web: ESWC 2023 Satellite Events. ESWC 2023. Lecture Notes in Computer Science, vol 13998. Springer, Cham. https://doi.org/10.1007/978-3-031-43458-7_38
    16. R. Avogadro, M. Ciavotta, F. De Paoli, M. Palmonari, D. Roman (2023). Estimating Link Confidence for Human-in-the-loop Table Annotation. In proceeding of the 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Venice, Italy, 26-29 October 2023.
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