Machine learning has achieved state-of-the-art performance in many areas, including image recognition and natural language processing. However, there are still many challenges and mysteries attracting numerous researchers. This dissertation comprises a series of works concerning problems at the intersection of computer science theory, adversarial…

The purpose and outcome of this study was to provide insight into clearly articulated parameters that might serve as a basis for the development of a generalizable outcomes-based funding model that any higher education system could use. Funding models were analyzed and telephone interviews were conducted from the ten states that were identified by…

Uncertainty occurs when there is more than one realization that can represent an information. This dissertation concerns merely discrete realizations of an uncertainty. Different interpretations of an uncertainty and their relationships are addressed when the uncertainty is not a probability of each realization. A well known model that can handle…

Higher Education Support Personnel support the faculty in fulfilling the mission of America's colleges and universities. Rarely studied, these personnel include position classifications such as support/service professionals, technical/paraprofessionals, clerical and secretarial, service/maintenance, and skilled crafts. The support/service…