A systematic review of federated learning in the healthcare area: From the perspective of data properties and applications

Prayitno, CR Shyu, KT Putra, HC Chen, YY Tsai… - Applied Sciences, 2021 - mdpi.com
Recent advances in deep learning have shown many successful stories in smart healthcare
applications with data-driven insight into improving clinical institutions' quality of care …

Organizational intention to adopt big data in the B2B context: An integrated view

S Sun, DJ Hall, CG Cegielski - Industrial Marketing Management, 2020 - Elsevier
Grounded in the diffusion of innovation theory (DOI), institutional theory, configuration
theory, and technology-organization-environment (TOE) framework, the study proposes a …

On data lake architectures and metadata management

P Sawadogo, J Darmont - Journal of Intelligent Information Systems, 2021 - Springer
Over the past two decades, we have witnessed an exponential increase of data production
in the world. So-called big data generally come from transactional systems, and even more …

An artificial intelligence life cycle: From conception to production

D De Silva, D Alahakoon - Patterns, 2022 - cell.com
This paper presents the" CDAC AI life cycle," a comprehensive life cycle for the design,
development, and deployment of artificial intelligence (AI) systems and solutions. It …

Data lakes: Trends and perspectives

F Ravat, Y Zhao - Database and Expert Systems Applications: 30th …, 2019 - Springer
As a relatively new concept, data lake has neither a standard definition nor an
acknowledged architecture. Thus, we study the existing work and propose a complete …

Leveraging the data lake: current state and challenges

C Giebler, C Gröger, E Hoos, H Schwarz… - Big Data Analytics and …, 2019 - Springer
The digital transformation leads to massive amounts of heterogeneous data challenging
traditional data warehouse solutions in enterprises. In order to exploit these complex data for …

Cultivating trustworthy artificial intelligence in digital government

TM Harrison, LF Luna-Reyes - Social Science Computer …, 2022 - journals.sagepub.com
While there is growing consensus that the analytical and cognitive tools of artificial
intelligence (AI) have the potential to transform government in positive ways, it is also clear …

Handling big data: research challenges and future directions

I Anagnostopoulos, S Zeadally, E Exposito - The Journal of …, 2016 - Springer
Today, an enormous amount of data is being continuously generated in all walks of life by all
kinds of devices and systems every day. A significant portion of such data is being captured …

Cybermatics: Cyber–physical–social–thinking hyperspace based science and technology

H Ning, H Liu, J Ma, LT Yang, R Huang - Future generation computer …, 2016 - Elsevier
Abstract The Internet of Things (IoT) is becoming an attractive system paradigm, in which
physical perceptions, cyber interactions, social correlations, and even cognitive thinking can …

Tracing the legitimacy of artificial intelligence: A longitudinal analysis of media discourse

E Korneeva, TO Salge, T Teubner, D Antons - … Forecasting and Social …, 2023 - Elsevier
Artificial Intelligence (AI) is one of the most relevant technologies of our time. During the last
decade, AI has made major technological breakthroughs most recently in the space of …