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Skip to Search Results- 1Capitanio, Juliana S.
- 1Hunter, Garett A. C.
- 1Luchko, Aaron C
- 1Mathieu Chalifour
- 1Peake, Kyle
- 1Sammaknejad, Nima
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Spring 2011
Niemann-Pick Type C (NPC) disease is an autosomal recessive disorder that results in accumulation of unesterified cholesterol in late endosomes/lysosomes (LE/Ls), leading to progressive neurodegeneration and premature death. Microglia are resident immune cells of the central nervous system, which...
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Comparison of Sleep State Classification Performance Using Random Forests, Hidden Markov Models, and Non-homogeneous Hidden Markov Models
DownloadFall 2020
In this work, the CF00N polysomnograph data of 75 patients, with ranging severeties of Obstructive Sleep Apnea (OSA), is presented and analyzed in terms of sleep state classification. The pre-processing and cleaning of each polysomnograph recording were performed in R (R Core Team, 2019) using...
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Fall 2015
A large volume of literature exists on fault detection and isolation for industrial processes. In a general view, these various methods may be divided into process model based and process history based fault diagnosis. In both classes, there has been a recent focus on extracting the temporal...
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Gesture Recognition using Hidden Markov Models, Dynamic Time Warping, and Geometric Template Matching
DownloadFall 2013
Gesture recognition is useful in many applications, including human-computer interaction, automated sign language recognition, medical applications, and many more. The main focus of this thesis is to improve the isolated gesture recognition accuracy of Hidden Markov Models (HMMs) and to provide a...
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Glial Expression of Amyloid Precursor Protein (APP) and its Processing Enzymes in the ANPC Mouse Model
DownloadFall 2021
Alzheimer’s disease (AD) is a complex and progressive neurodegenerative disorder believed to be triggered by the accumulation of β-amyloid (Aβ) peptides derived from the proteolytic processing of amyloid precursor protein (APP). The regions primarily affected in AD brains are the hippocampus and...
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Fall 2017
The nucleus is a hallmark of eukaryotic cells. It segregates the genetic material from the cytoplasm. The nucleus is encapsulated by the nuclear envelope which is perforated with nuclear pore complexes (NPCs), macromolecular structures formed by proteins termed nucleoporins (Nups). NPCs and...
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Fall 2014
We develop an approach for optimizing Hidden Markov model representations of voltage-gated ion channels that addresses the issues of topology determination and poorly performing optimization algorithms. Developing accurate models of neurological processes is a major goal of computational...
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Tiered Behaviour Architecture for Virtual Characters using Cyclic Scheduling and Behaviour Capture
DownloadSpring 2015
A story-based video game contains many characters. A few are controlled by the player and the majority are virtual characters, controlled by artificial intelligence. In recent years, video game artificial intelligence has developed slower than other aspects of video games, such as graphics,...
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Spring 2023
Many competitive online video games release new characters on a regular basis. Designing these characters requires significant effort on several aspects including art, story, music, and game balance. Thus automating the design of these aspects offers value in saving human effort. This thesis...