Events are occurrences in specific locations, time, and semantics that nontrivially impact
either our society or the nature, such as earthquakes, civil unrest, system failures …

Mental illness is one of the most pressing public health issues of our time. While counseling
and psychotherapy can be effective treatments, our knowledge about how to conduct …

Chronic diseases, such as Alzheimer's Disease, Diabetes, and Chronic Obstructive
Pulmonary Disease, usually progress slowly over a long period of time, causing increasing …

Modeling and predicting the popularity of online content is a significant problem for the
practice of information dissemination, advertising, and consumption. Recent work analyzing …

The number of service visits of Alzheimer's disease (AD) patients is different from each other
and their visit time intervals are non-uniform. Although the literature has revealed many …

Background and objective Critical care patient events like sepsis or septic shock in intensive
care units (ICUs) are dangerous complications which can cause multiple organ failures and …

Event sequence data such as electronic health records, a person's academic records, or car
service records, are ordered series of events which have occurred over a period of time …

Event sequence data is common to a broad range of application domains, from security to
health care to scholarly communication. This form of data captures information about the …

Background and objective Alzheimer's disease (AD) is the most common type of dementia
that can seriously affect a person's ability to perform daily activities. Estimates indicate that …

Every day we interact with machine learning systems offering individualized predictions for
our entertainment, social connections, purchases, or health. These involve several …