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Filtering by: Creator Zielke, Ryszard A. Degree Field Computer Science

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

Full Text:

Machine Learning: Applications in Biology and Genomics Abstract approved: David A. Hendrix Machine
Constraint based personalization

Creator:

Nagboth, Sai Rajkiran

Abstract:

Personalization is defined as a process that facilitates interaction among consumers and providers such that individual consumers are enabled to more readily access the content and services of providers, and individual providers are enabled to more effectively and easily deliver their content and services to consumers. This project presents a...

Resource Type:

Capstone Project

Full Text:

Constraint Based Personalization A PROJECT presented to
An empirical study into learning through experimentation

Creator:

Ruff, Ritchey Alvin

Abstract:

A key aspect of how we understand the world revolves around an ability to manipulate our surroundings to experiment. From the scientific method through theories of child development, the ability to experiment is deemed critical; however, few studies have been performed to understand the strengths and weaknesses of different experimental...

Resource Type:

Dissertation

Full Text:

Redacted for privacy Abstract approved. Thomas G. Dietterich A key aspect of how we understand the world