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Filtering by: Creator Slawin, Alexandra M. Committee Member Tadepalli, Prasad Decade 2010-2019

Computing Resource Usage as a Factor of Student Success

Creator:

Moissinac, Béatrice

Abstract:

Learning Analytics and other branches of Educational Research such as Computing Education Research (CER) implicitly assume that students, especially college students, have no barriers to access learning platforms or software packages. This assumption may be attributed to such pervasive beliefs such as "everyone has a device", or "everyone can access...

Resource Type:

Dissertation
Conceptual Representations within the Social and Material Contexts of an Engineering Workplace and Academic Environments

Creator:

Barner, Matthew S.

Abstract:

Situated cognition theory emphasizes the role that social and material contexts have on learning and knowledge application. Several studies of engineering workplace environments have noted differences between the social and material contexts of the workplace and those of undergraduate engineering education. No existing research has studied the social and material...

Resource Type:

Dissertation
Interpretable Machine Learning: Applications in Biology and Genomics

Creator:

Danaee, Padideh

Abstract:

Machine learning (ML) and deep learning (DL) models impact our daily lives with applications in natural language modeling, image analysis, healthcare, genomics, and bioinformatics. The exponential growth of biological sequence data necessitates accompanying advances in computational methods. Although deep learning is highly effective for detecting and classifying biological sequences, challenges...

Resource Type:

Dissertation