In this article, we price American options under Heston's stochastic volatility model using a radial basis function (RBF) with partition of unity method (PUM) applied to a linear complementary formulation of the free boundary partial differential equation problem. RBF-PUMs are local meshfree methods that are accurate and flexible with respect...
Natural Language Comprehension is a challenging domain of Natural Language Processing. To improve a model’s language comprehension/understanding, one approach would be to enrich the structure of the model to enhance its capability in learning the latent rules of the language.
In this dissertation, we will first introduce several deep models...
Vortical structures are the driving mechanism of transition to turbulence in porous media requiring adequately resolved observations along with analysis of the scale and energy of flow within the pores. Of specific interest is to understand the vortex dynamics, energy, and turbulent mixing and transport properties in the scale of...
Data centers (DCs) have been witnessing unprecedented growth in size, number and complexity in recent years. They consist of tens of thousands of servers interconnected by fast network switches, hosting and enabling numerous applications with various traffic characteristics and requirements. As a result, DC networks have been presented with several...
Deep learning is now being utilized widely in applications where sensitive data is being used for model training, for example, in health care. In this scenario, any data leakage will cause privacy concerns to whose data records are used to train the model. An attacker can actively cause privacy leakage...
There is very little research on Iranian women’s style preferences. Because of Islamophobia in the media and tensions between the U.S. and Iran, many Iranian women are portrayed as part of a large, vague bloc of Muslim women who are considered to be outside of fashion and wear shapeless black...
Bullying cultivates insecurity and fear while generating attention for the perpetrator and degrading the student-victim in front of others. The act erodes the self-efficacy and identity of minority students more specifically and produces a hostile climate that undermines the learning and social development to all affected. Despite the pervasive negative...
This project investigates the ways in which conceptions of women and gender in Islam are articulated within discourses of modernity, freedom, and justice. Considering the ways in which third-world literature and scholarship interacts with, and creates, multiculturalist discourse, this paper examines representation, spokesmanship, and the role of the cosmopolitan humanities...
The post-election violence in the aftermath of Iran’s 2009 presidential
election was viewed through the lens of new, social media. New media
publishers created and supported a movement, and in the process they wove
a national struggle into the global media landscape. This exploration places
Twitter in the context of...