4 papers
Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes
Ali Akbar Septiandri, Deyu Ming, F. Alejandro DiazDelaO +2
Healthcare data, particularly in critical care settings, presents three key challenges for analysis. First, physiological measurements come from different sources but are inherentl…
The Impact of Responsible AI Research on Innovation and Development
Ali Akbar Septiandri, Marios Constantinides, Daniele Quercia
Translational research, especially in the fast-evolving field of Artificial Intelligence (AI), is key to converting scientific findings into practical innovations. In Responsible A…
The Potential Impact of AI Innovations on U.S. Occupations
Ali Akbar Septiandri, Marios Constantinides, Daniele Quercia
An occupation is comprised of interconnected tasks, and it is these tasks, not occupations themselves, that are affected by AI. To evaluate how tasks may be impacted, previous appr…
WEIRD ICWSM: How Western, Educated, Industrialized, Rich, and Democratic is Social Computing Research?
Ali Akbar Septiandri, Marios Constantinides, Daniele Quercia
Much of the research in social computing analyzes data from social media platforms, which may inherently carry biases. An overlooked source of such bias is the over-representation…