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Chad J. Coleman – ProQuest LLC, 2021
Determining which students are at-risk of poorer outcomes -- such as dropping out, failing classes, or decreasing standardized examination scores -- has become an important area of both research and practice in K-12 education. The models produced from this type of predictive modeling research are increasingly used by high schools in Early Warning…
Descriptors: Artificial Intelligence, Educational Technology, Technology Uses in Education, Elementary Secondary Education
Yang, Shuo – ProQuest LLC, 2017
With the expeditious advancement of information technologies, health-related data presented unprecedented potentials for medical and health discoveries but at the same time significant challenges for machine learning techniques both in terms of size and complexity. Those challenges include: the structured data with various storage formats and…
Descriptors: Probability, Models, Prediction, Longitudinal Studies
Toure, Ibrahim – ProQuest LLC, 2017
Terrorism is a complex and evolving phenomenon. In the past few decades, we have witnessed an increase in the number of terrorist incidents in the world. The security and stability of many countries is threatened by terrorist groups. Perpetrators now use sophisticated weapons and the attacks are more and more lethal. Currently, terrorist incidents…
Descriptors: Data Analysis, Prediction, Terrorism, Risk
Schwedler, Jennifer Green – ProQuest LLC, 2017
Enterprise software implementations are subject to high failure rates. Organizations of higher education can be particularly resistant to technology implementations as they can be perceived as eroding the traditions of the institution. The California State University (CSU) system is moving into a new phase of data-driven accountability for…
Descriptors: Information Technology, Innovation, Computer Software, Accountability
Lan, Liang – ProQuest LLC, 2012
In my dissertation, I will present my research which contributes to solve the following three open problems from biomedical informatics: (1) Multi-task approaches for microarray classification; (2) Multi-label classification of gene and protein prediction from multi-source biological data; (3) Spatial scan for movement data. In microarray…
Descriptors: Data Collection, Mathematics, Computation, Classification
Ghalwash, Mohamed F. – ProQuest LLC, 2013
Recent advances in technology have led to an explosion in data collection over time rather than in a single snapshot. For example, microarray technology allows us to measure gene expression levels in different conditions over time. Such temporal data grants the opportunity for data miners to develop algorithms to address domain-related problems,…
Descriptors: Classification, Accuracy, Multivariate Analysis, Time
Mejia, Felipe – ProQuest LLC, 2012
Structural health monitoring (SHM) has gained significant popularity in the last decade. This growing interest, coupled with new sensing technologies, has resulted in an overwhelming amount of data in need of management and useful interpretation. Acoustic emission (AE) testing has been particularly fraught by the problem of growing data and is…
Descriptors: Structural Elements (Construction), Acoustics, Pattern Recognition, Computation
Zecca, Mark S. – ProQuest LLC, 2010
Business managers who look for ways to cut costs face difficult questions about the efficiency and effectiveness of software engineering practices that are used to complete projects on time, on specification, and within budget (Johnson, 1995; Lindstrom & Jeffries, 2004). Theoretical models such as the Theory of Reasoned Action (TRA) have linked…
Descriptors: Models, Computer Software, Programming, Engineering
Mbella, Kinge Keka – ProQuest LLC, 2012
Mixed-format assessments are increasingly being used in large scale standardized assessments to measure a continuum of skills ranging from basic recall to higher order thinking skills. These assessments are usually comprised of a combination of (a) multiple-choice items which can be efficiently scored, have stable psychometric properties, and…
Descriptors: Educational Assessment, Test Format, Evaluation Methods, Multiple Choice Tests