Due to their widespread applicability, graphs and networks appear in various contexts. The increasing scale of graphs encountered in the real-world requires the developmentof efficient algorithms that run reasonably fast and produce close to optimal solutions.
The main focus of this thesis is the development of fast graph algorithms for...
This dissertation explores the economics of health and housing policies. In the first chapter, I discuss information disclosure policies in healthcare. Information disclosure programs can help consumers make better choices, but the consumers who respond the most to the information may not benefit the most or generate the most savings...
Machine learning is seeping into every fabric in various practical domains such as autonomous driving, wearable computing, and smart buildings. However, in the actual development and integration, especially when the learning-based components are frequently included as components of large complex systems where the physical instances can be included as interactable...
Bio-integrated electronics with advanced monitoring capabilities have garnered considerable interest as a means of expanding patient care beyond traditional hospital and clinic settings. These mechanically soft microsystems, many of which are bioresorbable and wireless, have the potential to replace bulky, rigid, and wired medical technologies by matching or exceeding their...
Amyloid beta oligomers (AβOs) are a key instigator of neurodegeneration in Alzheimer’s disease (AD). The work presented in this thesis includes three disease-modifying approaches to disrupt pathological AβO-related mechanisms in AD: (1) inhibiting AβO buildup, (2) blocking AβO-induced tau phosphorylation, and (3) neutralizing AβOs. These three approaches were tested in...
Technology that processes text, audio and video, as well as location data, has revolutionized many industries by enabling innovative operations for customer retention. To retain transactions for a platform and viewers for advertisers, this dissertation leverages novel digital tools to analyze consumer behavior, proposes original economic frameworks to guide platform...
Christian artists use dramatic license and theatrical representation to mold idealized versions of the Bible into recreational spaces for popular consumption, such as immersive theaters, theme parks, and museums. For these Christian artists, the impulse to evangelize through theatrical representation overcomes deeply ingrained religious sentiments of antitheatricality and result in...
In this paper, I analyze a piece of music that I wrote called The Health, a 90-minute musical ceremony that comprises speech, action, video projections, costumes, lights, chant, song, recomposed hold music, diagnostic exams, and renaissance magic. I wrote the piece for Mocrep and myself to perform, the initial run...
Deduplication, also referred to as "entity resolution", is a common and crucial pre-processing step in the construction of social networks. Traditional deduplication methods compare the attributes (such as name and age) of potential matching pairs to estimate a match probability for a pair. Recently research has used clustering techniques for...
This dissertation considers how women’s spectatorship—how women are imagined as viewing subjects, and what are defined as feminine ways of watching—is transformed by digital technologies, and what it reveals about the shifting nature of privacy and visibility. It maps the contours of our current configuration of gendered looking relations by...