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Xhulja Shahini

Xhulja Shahini studied Computer Engineering (Bachelor of Science) at Epoka University in Albania and Computer Science (Master of Science) at University of Bonn in Germany. She has been working as a research assistant in the field of applied Machine Learning from May 2019 till July 2020, where she discovered her interest in research. Later in 2020, she joined the “Software Systems Engineering” working group at the University of Duisburg-Essen as a PhD student to further deepen her knowledge in the field of: 

  • Machine Learning with Big Data 
  • Explainable Artificial Intelligence 
  • Software fault prediction

Publikationen

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  • Xhulja Shahini, Domenic Bubel and Andreas Metzger: Variance of ML-based software fault predictors: are we really improving fault prediction?. In: 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023, Durres, Albania, September 6-8, 2023 , IEEE , 2023 , 78-85.   [DOI]
  • Andreu Belsa Pellicer, Matilde Julián Segui, Achilleas Marinakis, Anastasios Nikolakopoulos, Vrettos Moulos, Héctor Iturria, José Antonio Clemente, Xhulja Shahini, Tristan Kley, Andreas Metzger, Miguel Bravo, Paolo Calciati, Christos-Antonios Gizelis, Filippos Nikolopoulos-Gkamatsis, Konstantinos Nestorakis, Ignacio Lacalle, Carlos Enrique Palau and Santiago Cáceres: Design of a Next-Generation Interoperable Cognitive Port Solution. In: Aurora González-Vidal, Ahmed Mohamed Abdelgawad, Essaid Sabir, Sébastien Ziegler and Latif Ladid (eds.): Internet of Things - 5th The Global IoT Summit, GIoTS 2022, Dublin, Ireland, June 20-23, 2022, Revised Selected Papers , Volume 13533 of Lecture Notes in Computer Science , Springer , 2022 , 149-160.   [DOI]
  • Afshin Sadeghi, Xhulja Shahini, Martin Schmitz and Jens Lehmann: BenchEmbedd: A FAIR Benchmarking tool forKnowledge Graph Embeddings. In: Ilaria Tiddi, Maria Maleshkova, Tassilo Pellegrini and Victor de Boer (eds.): Joint Proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, Amsterdam and Online, September 6-9, 2021 , Volume 2941 of CEUR Workshop Proceedings , CEUR-WS.org , 2021 .  

    • Associate Researcher

    Xhulja Shahini

    Software Systems Engineering (SSE)

    Universität Duisburg-Essen
    45127 Gerlingstraße 16
    Germany
    Phone: +49 201 18-37358
    E-mail:
    Room: S-GW 006