Large software systems can be designed as a set of loosely coupled services interacting with each other; simple services can be composed to form more complex services. But, for services to be usable in production, they ...

Adaptive beamformers (ABFs) use a spatial sample covariance matrix (SCM) that is estimated from data snapshots, i.e., temporal samples from each sensor, to mitigate directional interference and attenuate uncorrelated noise. ...

A clinical trial is a medical experiment using human volunteers. It is a highly controlled process required by the U.S. Food and Drug Administration in the research and development of medical innovations. From development ...

Vehicle systems that use driver behavior data to determine safe and unsafe behavior need to operate in real time and in real chaotic environments. The research in developing these systems do not have publicly accessible ...

The current approach to security is based on perimeter defense and relies on firewalls, intrusion detection systems (IDS), and intrusion prevention systems (IPS). These systems require a priori information about attack ...

An increasing amount of data is provided by information services: Programs

Artificial Intelligence (AI) has recently surged in the last few years, facilitating revolutionary state-of-the-art solutions in healthcare, banking, data & business analytics, transportation, retail, and much more. The ...

A continuous-time bivariate Markov chain comprises a pair of continuous-time random processes which are jointly Markov. One of the two processes is an underlying process while the other is assumed observable. An important ...

Supervised classification is a sub-task of machine learning where the goal is to infer a classification function using labeled data. A vast amount of research has been conducted in this area addressing various classification ...

A wireless sensor network consists of a large number of resource-constrained sensor nodes that are self-organized into a multi-hop network and cooperate on a single task. In many situations, sensor networks need to run ...