Network and service management encompasses a set of activities, methods, procedures,
and tools, whose ultimate goal is to guarantee the proper functioning of a networked system …

OBJECTIVE: Clinicians and medical researchers alike require useful, intuitive, and
intelligent tools to process large amounts of time-oriented multiple-patient data from multiple …

Comparative Effectiveness Research (CER) is designed to provide research evidence on
the effectiveness and risks of different therapeutic options on the basis of data compiled from …

Security information and event management (SIEM) systems are generally used to monitor
the network for malicious activities. These systems are capable of detecting a wide range of …

Behavior-based analysis of emerging malware families involves finding suspicious patterns
in large collections of execution traces. This activity cannot be automated for previously …

Time-oriented domains with large volumes of time-stamped information, such as medicine,
security information and finance, require useful, intuitive intelligent tools to process large …

Web applications offer business and convenience services that society has become
dependent on, such as online banking. Success of these applications is dependent on end …

Objectives A common prerequisite for tasks such as classification, prediction, clustering and
retrieval of longitudinal medical records is a clinically meaningful similarity measure that …

In this paper, we present a method to discover, visualize, and predict behavior pattern of
attackers in a network based system. We proposed a system that is able to discover …

In this study, we propose a new approach for detecting previously unencountered instances
of known classes of malicious software based on their temporal behavior. In the proposed …