Zobrazeno 1 - 10
of 718
pro vyhledávání: '"Elmagarmid, A."'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Type 2 diabetes is one of the most prevalent chronic diseases in the world, and more people than ever before have impaired glucose tolereance, or prediabetes. Many patients with impaired glucose tolerance and undiagnosed diabetes do not know
Externí odkaz:
https://doaj.org/article/af2b1f2aa3654effa39ac21e763196ed
Organizations are collecting increasingly large amounts of data for data driven decision making. These data are often dumped into a centralized repository, e.g., a data lake, consisting of thousands of structured and unstructured datasets. Perversely
Externí odkaz:
http://arxiv.org/abs/2306.00932
Autor:
Elmagarmid, Khadija A.1 (AUTHOR), Fadlalla, Mohamed2 (AUTHOR), Jose, Johann3 (AUTHOR), Arredouani, Abdelilah4,5 (AUTHOR) aarredouani@hbku.edu.qa, Bensmail, Halima2,6 (AUTHOR) hbensmail@hbku.edu.qa
Publikováno v:
Scientific Reports. 10/4/2024, Vol. 14 Issue 1, p1-14. 14p.
Data is inherently dirty and there has been a sustained effort to come up with different approaches to clean it. A large class of data repair algorithms rely on data-quality rules and integrity constraints to detect and repair the data. A well-studie
Externí odkaz:
http://arxiv.org/abs/1712.09437
Data Cleaning refers to the process of detecting and fixing errors in the data. Human involvement is instrumental at several stages of this process, e.g., to identify and repair errors, to validate computed repairs, etc. There is currently a plethora
Externí odkaz:
http://arxiv.org/abs/1712.08971
Autor:
Deng, Dong, Tao, Wenbo, Abedjan, Ziawasch, Elmagarmid, Ahmed, Li, Guoliang, Ilyas, Ihab F., Madden, Samuel, Ouzzani, Mourad, Stonebraker, Michael, Tang, Nan
Data integration has been a long-standing challenge in data management with many applications. A key step in data integration is entity consolidation. It takes a collection of clusters of duplicate records as input and produces a single "golden recor
Externí odkaz:
http://arxiv.org/abs/1709.10436
Autor:
Saha, Tanay Kumar, Ouzzani, Mourad, Hammady, Hossam M., Elmagarmid, Ahmed K., Dhifli, Wajdi, Hasan, Mohammad Al
A major task in systematic reviews is abstract screening, i.e., excluding, often hundreds or thousand of, irrelevant citations returned from a database search based on titles and abstracts. Thus, a systematic review platform that can automate the abs
Externí odkaz:
http://arxiv.org/abs/1610.00192
Autor:
Sathyanarayana, Aarti, Joty, Shafiq, Fernandez-Luque, Luis, Ofli, Ferda, Srivastava, Jaideep, Elmagarmid, Ahmed, Taheri, Shahrad, Arora, Teresa
Publikováno v:
JMIR Mhealth Uhealth 2016;4(4):e125
The importance of sleep is paramount for maintaining physical, emotional and mental wellbeing. Though the relationship between sleep and physical activity is known to be important, it is not yet fully understood. The explosion in popularity of actigr
Externí odkaz:
http://arxiv.org/abs/1607.07034
Autor:
Sathyanarayana, Aarti, Ofli, Ferda, Fernandes-Luque, Luis, Srivastava, Jaideep, Elmagarmid, Ahmed, Arora, Teresa, Taheri, Shahrad
Human Activity Recognition (HAR) is a powerful tool for understanding human behaviour. Applying HAR to wearable sensors can provide new insights by enriching the feature set in health studies, and enhance the personalisation and effectiveness of heal
Externí odkaz:
http://arxiv.org/abs/1607.04867
We propose a new data-centric synchronization framework for carrying out of machine learning (ML) tasks in a distributed environment. Our framework exploits the iterative nature of ML algorithms and relaxes the application agnostic bulk synchronizati
Externí odkaz:
http://arxiv.org/abs/1508.00703