Visual analytics for machine learning has recently evolved as one of the most exciting areas
in the field of visualization. To better identify which research topics are promising and to …

To make predictions and explore large datasets, healthcare is increasingly applying
advanced algorithms of artificial intelligence. However, to make well‐considered and …

Abstract Human Bio-Behavioral Rhythms (HBRs) such as sleep-wake cycles (Circadian
Rhythms), and the degree of regularity of sleep and physical activity have important health …

Exploratory analysis of the chemical space is an important task in the field of
cheminformatics. For example, in drug discovery research, chemists investigate sets of …

Abstract Introduction The US FDA receives more than 2 million postmarket reports each
year. Safety Evaluators (SEs) review these reports, as well as external information, to identify …

From the time an aircraft arrives at an airport until its departure, a set of planned services,
such as fuelling, maintenance, and exchange of passengers, called Ground Handling …

Instance-based Incident Analysis (IIA)–a labor intensive and error-prone task–requires
analysts to review text-based reports of incidents, where each may be evidence of a larger …

Drug safety analysts at the US Food & Drug Administration analyze medication error reports
submitted to the Adverse Event Reporting System (FAERS) to detect and prevent detrimental …

abstract Human Bio-Behavioral Rhythms (HBRs) such as sleep-wake cycles (Circadian
Rhythms), and the degree of regularity of sleep and physical activity have important health …

Regulatory agencies in domains from health-care, finance, and aviation receive a large
number of incident reports related to the products or services being overseen. Analysts at …