In these lectures I will present an introduction to the results that have been recently obtained in constraint optimization of random problems using statistical mechanics techniques. After presenting the general results, in order to simplify the presentation I will describe in details only the problems related to the coloring of a random graph.

Detecting source code vulnerabilities is an essential issue today. In this paper, to improve the efficiency of detecting in software written C/C++, we propose use a combination Deep Graph Convolutional Neural Network (DGCNN) and property graph (CPG). Specifically, 3 main proposed phases research method include: phase 1: building feature profiles code. At step, suggest using analysis techniques ...

Expanding antiretroviral therapy provision in resource-constrained settings: social processes and their policy challenges Steven Russell , Janet Seeley & Alan Whiteside To cite this article: Steven Russell , Janet Seeley & Alan Whiteside (2010) Expanding antiretroviral therapy provision in resource-constrained settings: social processes and their policy challenges, AIDS Care, 22:S1, 1-5, DOI: 1...

In induction of systemic and mucosal immunity, particulate antigens are more effective than soluble antigens possibly because they are more efficiently endocytosed by mucosal-associated lymphoid tissue (MALT) M cells. In this study, we determined the systemic and mucosal immune responses in rabbits following intranasal immunization of tetanus toxoid TT and CpG-ODN encapsulated within PLGA nanos...

In induction of systemic and mucosal immunity, particulate antigens are more effective than soluble antigens possibly because they are more efficiently endocytosed by mucosal-associated lymphoid tissue (MALT) M cells. In this study, we determined the systemic and mucosal immune responses in rabbits following intranasal immunization of tetanus toxoid TT and CpG-ODN encapsulated within PLGA nanos...

BACKGROUND Cuba has extended its medical cooperation to Pacific Island Countries (PICs) by supplying doctors to boost service delivery and offering scholarships for Pacific Islanders to study medicine in Cuba. Given the small populations of PICs, the Cuban engagement could prove particularly significant for health systems development in the region. This paper reviews the magnitude and form of C...

Continuous constrained optimization is a powerful tool for synthesizing novel human motion segments that are short. Graph-based motion synthesis methods such as motion graphs and move trees are popular ways to synthesize long motions by playing back a sequence of existing motion segments. However, motion graphs only support transitions between similar frames, and move trees only support transit...