Publications

• Publications

  Analyzing the Evolution of Disinformation Content on Facebook – a Pilot Study

  Tuparova, E., Tagarev, A., Tulechki, N., & Boytcheva, S. (2022). Analyzing the Evolution of Disinformation Content on Facebook – a Pilot Study.

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• Publications

  Empowering Digital Pathology Applications through Explainable Knowledge Extraction Tools

  Stefano Marchesin, Fabio Giachelle, Niccolò Marini, Manfredo Atzori, Svetla Boytcheva, Genziana Buttafuoco, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Ornella Irrera, Henning Müller, Todor Primov, Simona Vatrano, Gianmaria Silvello. Empowering Digital Pathology Applications through Explainable Knowledge Extraction Tools. In Journal of Pathology Informatics, 15 September 2022, https://doi.org/10.1016/j.jpi.2022.100139

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  Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

  Niccolò Marini, Stefano Marchesin, Sebastian Otálora, Marek Wodzinski, Alessandro Caputo, Mart van Rijthoven, Witali Aswolinskiy, John-Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Vatrano, Filippo Fraggetta, Jeroen van der Laak, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Muller & Manfredo Atzori. Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. In npj Digital Medicine, 22 July 2022, https://doi.org/10.1038/s41746-022-00635-4

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  Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of buildingSmart Data Dictionary

  Vladimir Alexiev, Mihail Radkov, Nataliya Keberle. Semantic bSDD: Improving the GraphQL, JSON and RDF Representations of buildingSmart Data Dictionary. In Linked Data in Architecture and Construction (LDAC 2023), June 2022, Matera, Italy.

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  Modelling Digital Health Data: the ExaMode Ontology for Histopathology

  Dennis Dosso, Manfredo Atzori, Svetla Boytcheva, Francesco Ciompi, Giorgio Maria Di Nunzio, Filippo Fraggetta, Fabio Giachelle, Stefano Marchesin, Niccolò Marini, Henning Müller, Todor Primov and Gianmaria Silvello. Modelling Digital Health Data: the ExaMode Ontology for Histopathology. In Semantic Web 0 (2022) 1 1 IOS Press. https://doi.org/10.5281/zenodo.4081387

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  Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification

  Hristov, A., Tahchiev, A., Papazov, H., Tulechki, N., Primov, T., & Boytcheva, S. (2021, September). Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021) (pp. 557-565). https://doi.org/10.26615/978-954-452-072-4_063

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  Tackling Multilinguality and Internationality in Fake News

  Tagarev, A., Bozhanova, K., Nikolova-Koleva, I., & Ivanov, I. (2021, September). Tackling Multilinguality and Internationality in Fake News. In Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021) (pp. 1380-1386). https://doi.org/10.26615/978-954-452-072-4_154

   

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  Digital tools for checking facts and fighting disinformation: The WeVerify project

  Tulechki, N. Marinova, Z., Tagarev, A., “Digital tools for checking facts and fighting disinformation: The WeVerify project” in “Disinformation: New Challenges”, St. Kiment Ohridski University Press, Sofia

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• Publications

  Using Data Mining Methods for Investment Opportunities Identification

  Boytcheva, S., Tagarev, A. Using Data Mining Methods for Investment Opportunities Identification. In Vol 14 (2018): Vanguard Scientiffic Instruments in Management.

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