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pro vyhledávání: '"A Bogatu"'
Embeddings are now used to underpin a wide variety of data management tasks, including entity resolution, dataset search and semantic type detection. Such applications often involve datasets with numerical columns, but there has been more emphasis pl
Externí odkaz:
http://arxiv.org/abs/2410.07485
Matching patients to clinical trials demands a systematic and reasoned interpretation of documents which require significant expert-level background knowledge, over a complex set of well-defined eligibility criteria. Moreover, this interpretation pro
Externí odkaz:
http://arxiv.org/abs/2409.18998
Autor:
Wysocki, Oskar, Wysocka, Magdalena, Carvalho, Danilo, Bogatu, Alex Teodor, Gusicuma, Danilo Miranda, Delmas, Maxime, Unsworth, Harriet, Freitas, Andre
We present BioLunar, developed using the Lunar framework, as a tool for supporting biological analyses, with a particular emphasis on molecular-level evidence enrichment for biomarker discovery in oncology. The platform integrates Large Language Mode
Externí odkaz:
http://arxiv.org/abs/2406.18626
Publikováno v:
Romanian Journal of Transport Infrastructure, Vol 13, Iss 1, Pp 1-28 (2024)
The implementation of a management system has increasingly become a necessity for organizations, one of the main purposes being to establish actions to achieve quality objectives. Currently there are many management systems but for a manufacturer of
Externí odkaz:
https://doaj.org/article/561d50aaeed242bb8511b14ce7d2c76e
Entailment trees have been proposed to simulate the human reasoning process of explanation generation in the context of open--domain textual question answering. However, in practice, manually constructing these explanation trees proves a laborious pr
Externí odkaz:
http://arxiv.org/abs/2208.01376
Autor:
Bogatu, Alex, Wysocka, Magdalena, Wysocki, Oskar, Butterworth, Holly, Landers, Donal, Kilgour, Elaine, Freitas, Andre
Cytokine release syndrome (CRS), also known as cytokine storm, is one of the most consequential adverse effects of chimeric antigen receptor therapies that have shown promising results in cancer treatment. When emerging, CRS could be identified by th
Externí odkaz:
http://arxiv.org/abs/2206.10612
A data lake is a repository of data with potential for future analysis. However, both discovering what data is in a data lake and exploring related data sets can take significant effort, as a data lake can contain an intimidating amount of heterogene
Externí odkaz:
http://arxiv.org/abs/2206.03881
Autor:
Maria Ferrara, Matteo Bilardo, Dragos-Ioan Bogatu, Doyun Lee, Mahmood Khatibi, Samira Rahnama, Jun Shinoda, Ying Sun, Yongjun Sun, Alireza Afshari, Fariborz Haghighat, Ongun B. Kazanci, Ryozo Ooka, Enrico Fabrizio
Publikováno v:
Energies, Vol 17, Iss 14, p 3371 (2024)
In the context of increasing energy demands and the integration of renewable energy sources, this review focuses on recent advancements in energy storage control strategies from 2016 to the present, evaluating both experimental and simulation studies
Externí odkaz:
https://doaj.org/article/e75040f7cf5c422c8b10b5a0adc2b15a
Publikováno v:
2020 IEEE 36th International Conference on Data Engineering (ICDE)
Data analytics stands to benefit from the increasing availability of datasets that are held without their conceptual relationships being explicitly known. When collected, these datasets form a data lake from which, by processes like data wrangling, s
Externí odkaz:
http://arxiv.org/abs/2011.10427
Publikováno v:
2021 IEEE 37th International Conference on Data Engineering (ICDE)
Accurately identifying different representations of the same real-world entity is an integral part of data cleaning and many methods have been proposed to accomplish it. The challenges of this entity resolution task that demand so much research atten
Externí odkaz:
http://arxiv.org/abs/2011.10406