How can one build a distributed framework that allows efficient deployment of a wide
spectrum of modern advanced machine learning (ML) programs for industrial-scale …

Abstract Natural Language Processing (NLP) transforms human language into machine
language that can be understood by machines through computer technology. Relation …

Background The biomedical community benefits from the increasing availability of genomic
data to support meaningful scientific research, eg, Genome-Wide Association Studies …

Background In biomedical research, data sharing and information exchange are very
important for improving quality of care, accelerating discovery, and promoting the …

Data collection is required to be safe and efficient considering both data privacy and system
performance. In this paper, we study a new problem: distributed data sharing with privacy …

In emerging information networks, it is crucially important to provide efficient search on
distributed documents while preserving their owners' privacy, for which privacy preserving …

Owners can store their information on dispersed servers in information networks. It urges
users to store and access data in and from various servers by setting up on any device. In …

In emerging information networks, having a privacy preserving index (or PPI) is critically
important for locating information of interest for data sharing across autonomous providers …

Successful crisis management is consisted of different factors, varying actors and operation
environments. Health care system is one of the most critical sectors in societies to operate …

Crowdsourcing is emerging as a powerful paradigm to help perform a wide range of tedious
tasks in various enterprise applications. As such applications become more complex …