Digital Commons Network^™

Object Detection And Classification In The Visible And Infrared Spectrums, Domenick D. Poster

Graduate Theses, Dissertations, and Problem Reports (ETD)

The over-arching theme of this dissertation is the development of automated detection and/or classification systems for challenging infrared scenarios. The six works presented herein can be categorized into four problem scenarios. In the first scenario, long-distance detection and classification of vehicles in thermal imagery, a custom convolutional network architecture is proposed for small thermal target detection. For the second scenario, thermal face landmark detection and thermal cross-spectral face verification, a publicly-available visible and thermal face dataset is introduced, along with benchmark results for several landmark detection and face verification algorithms. Furthermore, a novel visible-to-thermal transfer learning algorithm for face landmark …

Analysis Of The Brittle Failure Mechanism Of Underground Stone Mine Pillars By Implementing Numerical Modeling In Flac3d, Rosbel Jimenez

Graduate Theses, Dissertations, and Problem Reports (ETD)

The room and pillar mining method is the most commonly utilized method for extracting minerals found in flat-lying stratiform, and it has been used in the majority of underground stone mines in the United States (Esterhuizen et al., 2011), as a consequence, it is a primary topic of study in the mining field. If a set or layout of pillars is unstable, it can cause a major collapse, resulting in not only the destruction of the underground mine, but also air blast, subsidence, and convergence of the mine opening, especially if they occur in a short period of time (Esterhuizen …

Spatial Analysis Of Bike-Sharing Station Usage And Placement: Redefining Bike-Share Planning For Equity, Sydney E. French

Graduate Theses, Dissertations, and Problem Reports (ETD)

Historically, bike share system (BSS) station locations have been guided by potential economic and environmental benefits associated with increased bike share usage per station. For example, a typical location identification approach may attempt to maximize demand per station based on population size or activity and area characteristics. Such identification methods often result in an unequal representation of specific population groups among the systems’ users, thus hindering the potential sustainability-related benefits. To address these disparities, some bike share organizations have started developing and implementing equity-oriented programs focusing on expanding their reach to underserved communities. Nevertheless, the effectiveness of such programs has …

Detection And Observed Correlations Of Statin And Beta-Blocking Pharmaceuticals In West Virginia Surface Waters And Ichthyofauna, Joseph W. Kingsbury

Graduate Theses, Dissertations, and Problem Reports (ETD)

Within this thesis the source, presence, and the estimated ecotoxicological effects of cardiovascular medicines, specifically statins and beta-blockers are described within the Buckhannon, Tygart Valley, and West Fork Rivers of West Virginia. Included within this thesis is a general introduction providing key background information and relevant research related to the source, presence, and known toxicity of statins and beta-blockers. Following the general introduction there are 3 distinct chapters. Chapter 1 focuses on the estimated demographic based source loadings and the surface water concentration characteristics of statins and beta-blockers within the three rivers. Chapter 2 investigates the effects of statins and …

Comparing Activity-Based Market Segments On The George Washington And Jefferson National Forests Before And During The Covid-19 Pandemic, Eric Eugene Snyder

Graduate Theses, Dissertations, and Problem Reports (ETD)

Understanding market segments in forest-based tourism and their dynamics is integral for the tourism industry's ability to adapt and thrive in the ever-evolving market. The purpose of this research is to determine how recreation participation changed over a five-year period in the George Washington and Jefferson National Forests before and during the COVID-19 global pandemic. Data were collected via the National Visitor Use Monitoring (NVUM) surveys in fiscal years 2016 and 2021. NVUM surveys are on-site exit interview surveys that produce descriptive information about forest visitors. NVUM utilizes a stratified random sampling methodology that captures data across different use levels, …

Integrated Immunity-Based Methodology For Uav Monitoring And Control, Ryan G. Mclaughlin

Graduate Theses, Dissertations, and Problem Reports (ETD)

A general integrated and comprehensive health management framework based on the artificial immune system (AIS) paradigm is formulated and an automated system is developed and tested through simulation for the detection, identification, evaluation, and accommodation (DIEA) of abnormal conditions (ACs) on an unmanned aerial vehicle (UAV). The proposed methodology involves the establishment of a body of data to represent the function of the vehicle under nominal conditions, called the self, and differentiating this operation from that of the vehicle under an abnormal condition, referred to as the non-self. Data collected from simulations of the selected UAV autonomously flying a set …

Outdoor Recreation Participation: Negotiation Strategies For Overcoming Constraints Related To Race, Ethnicity And Gender In Florida Keys National Marine Sanctuary, Larissa Martins

Graduate Theses, Dissertations, and Problem Reports (ETD)

By understanding the demographics of those participating in outdoor recreation, and identifying who is using these resources, managers can effectively create opportunities for underrepresented communities. Previous research had underscored the innumerous benefits related to coastal outdoor recreation activities, from human well-being to local socio-economic benefits. This study is divided into two papers that both took place in Florida Keys National Marine Sanctuary. The purpose of the first paper was to investigate the constraints that minority groups related to gender, race and ethnicity groups face prior participation in coastal activities, along with negotiation strategies that are employed in order to overcome …

Delphi Panel Consensus Regarding Current Clinical Practice Management Options For Demodex Blepharitis, Marjan Farid, Brandon D Ayres, Eric Donnenfeld, Ian Benjamin Gaddie, Preeya K Gupta, Edward Holland, Richard Lindstrom, Stephen C Pflugfelder, Paul M Karpecki, Kelly K Nichols, Christopher E Starr, Elizabeth Yeu

Faculty, Staff and Students Publications

PURPOSE: To obtain consensus on Demodex blepharitis (DB) treatment using a modified Delphi panel process.

METHODS: Literature search identified gaps in knowledge surrounding treatment of DB. Twelve ocular surface disease experts comprised the Demodex Expert Panel on Treatment and Eyelid Health (DEPTH). They completed a live roundtable discussion in addition to 3 surveys consisting of scaled, open-ended, true/false, and multiple-choice questions pertaining to the treatment of DB. Consensus for scaled questions using a 1 to 9 Likert scale was predefined as median scores of 7–9 and 1–3. For other question types, consensus was achieved when 8 of 12 panelists agreed. …

Efficient Training On Alzheimer’S Disease Diagnosis With Learnable Weighted Pooling For 3d Pet Brain Image Classification, Xin Xing, Muhammad Usman Rafique, Gongbo Liang, Hunter Blanton, Zu Zhang, Chris Wang, Nathan Jacobs, Ai-Ling Lin

Computer Science Faculty Publications (Archived)

Three-dimensional convolutional neural networks (3D CNNs) have been widely applied to analyze Alzheimer’s disease (AD) brain images for a better understanding of the disease progress or predicting the conversion from cognitively impaired (CU) or mild cognitive impairment status. It is well-known that training 3D-CNN is computationally expensive and with the potential of overfitting due to the small sample size available in the medical imaging field. Here we proposed a novel 3D-2D approach by converting a 3D brain image to a 2D fused image using a Learnable Weighted Pooling (LWP) method to improve efficient training and maintain comparable model performance. By …

Cardiovascular Disease Risk Stratification In The Pakistani Population With And Without Metabolic Syndrome: A Single Centre Cross-Sectional Study, Amber Hanif Palla, Asad Saulat Fatimi, Salim S Virani, Syeda Sadia Fatima

Faculty, Staff and Students Publications

Existing atherosclerotic cardiovascular disease (ASCVD) risk stratification algorithms are predominantly validated only for Western populations, and do not include parameters of metabolic syndrome (MetS) which may increase the relative risk for cardiovascular disease in South Asians. This study aimed to compare the differences between 10-year ASCVD risk by the Framingham Risk Score (FRS), Pooled Cohort Risk Equations (PCE), and QRISK3 calculators in a cohort of apparently healthy Pakistani adults and stratify the ASCVD risk by MetS status.A cross-sectional study recruited 179 subjects between the ages of 40 to 74 years from the outpatient department of the Aga Khan University Hospital …

Astrocytic-Based Controller Shifts Epileptic Activity To The Chaotic State, Mojde Nahtani, Mehdi Siahi, Javad Razjouyan

Faculty, Staff and Students Publications

Introduction: Investigating an effective controller to shift hippocampal epileptic periodicity to normal chaotic behavior will be new hope for epilepsy treatment. Astrocytes nourish and protect neurons and maintain synaptic transmission and network activity. Therefore, this study explored the ameliorating effect of the astrocyte computational model on epileptic periodicity.

Methods: Modified Morris-Lecar equations were used to model the hippocampal CA3 network. Network inhibitory parameters were employed to generate oscillation-induced epileptiform periodicity. The astrocyte controller was based on a functional dynamic mathematical model of brain astrocytic cells.

Results: Results demonstrated that the synchronization of two neural networks shifted the brain's chaotic state …

Adventures In Flute Playing: A Literature Survey And Anticipated Beginning Flute Method, Sammy Holloman

Graduate Theses, Dissertations, and Problem Reports (ETD)

This Literature Survey will investigate 10 method books used by beginning flute students, aged 6-13, in the United States. In this survey, books will be analyzed to identify which musical concepts are covered and their overall methodical approach. Comprehensive graphs are offered in the Appendix to provide readers brief contextual information on the books analyzed.

The results from this survey have influenced the creation of my beginning flute method, Adventures in Flute Playing, which incorporates exercises that are less commonly found in the method books being used today. Adventures in Flute Playing will consist of a series of online videos …

Vaccine-Linked Chemotherapy Improves Cardiac Structure And Function In A Mouse Model Of Chronic Chagas Disease, Kathryn M Jones, Elise N Mangin, Corey L Reynolds, Liliana E Villanueva, Julio Vladimir Cruz, Leroy Versteeg, Brian Keegan, April Kendricks, Jeroen Pollet, Fabian Gusovsky, Maria Elena Bottazzi, Peter J Hotez

Faculty, Staff and Students Publications

INTRODUCTION: Chagas disease, caused by chronic infection with the protozoan parasite Trypanosoma cruzi, affects 6-7 million people worldwide. The major clinical manifestation of Chagas disease is chronic Chagasic cardiomyopathy (CCC), which encompasses a spectrum of symptoms including arrhythmias, hypertrophy, dilated cardiomyopathy, heart failure, and sudden death. Current treatment is limited to two antiparasitic drugs, benznidazole (BNZ) and nifurtimox, but both have limited efficacy to halt the progression of CCC. We developed a vaccine-linked chemotherapy strategy using our vaccine consisting of recombinant Tc24-C4 protein and a TLR-4 agonist adjuvant in a stable squalene emulsion, in combination with low dose benznidazole treatment. …

Methods For Analyzing Physics Student Retention And Physics Curricula, John Darrell Hansen

Graduate Theses, Dissertations, and Problem Reports (ETD)

Retention of students in college has been a concern of academic institutions for many years. In the last two decades, the focus on student retention in STEM fields has intensified. The current graduation rate of students in science, technology, engineering and mathematics (STEM) fields is well below that required to fill the projected need of STEM professionals. The work presented in this dissertation investigates the problem of student retention in physics programs. Four studies were performed. The first identifies the relationships between student retention and pre-college and early-college academic factors at an eastern U.S. university using logistic regression and Bayesian …

Localization Of People In Gnss-Denied Environments Using Neural-Inertial Prediction And Kalman Filter Correction, Lauren N. Cash

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis presents a method based on neural networks and Kalman filters for estimating the position of a person carrying a mobile device (i.e., cell phone or tablet) that can communicate with static UWB sensors or is carried in an environment with known landmark positions. This device is used to collect and share inertial measurement unit (IMU) information — which includes data from sensors such as accelerometers, gyroscopes, and magnetometers — and UWB and landmark information. The collected data, in combination with other necessary initial condition information, is input into a pre-trained deep neural network (DNN) which predicts the movement …

Composers At War: A Study Of Composers Who Fought In World War I And World War Ii, Jason T. Hoffmann

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research document explores the connections between the war experiences of four composers and whether the possibility existed that any of the composers had posttraumatic stress disorder (PTSD), moral injury, mild traumatic brain injuries (mTBI), traumatic brain injury (TBI) or chronic traumatic encephalopathy (CTE). Scholars have not thoroughly examined the music of composers written before, during, and after war experiences and any potential changes to musical styles or compositional techniques. In my research I look at the effects that war can have on composers through autobiographical and biographical accounts of Ivor Gurney (WWI), Olivier Messiaen (WWII), Maurice Ravel (WWI), and …

Manganese-Based A-Site High-Entropy Perovskite Oxides For Solar Thermochemical Hydrogen Production, Cijie Liu

Graduate Theses, Dissertations, and Problem Reports (ETD)

Non-stoichiometric perovskite oxides have been studied as a new family of redox oxides for solar thermochemical hydrogen (STCH) production owing to their favourable thermodynamic properties. However, conventional perovskite oxides suffer from limited phase stability and kinetic properties, and poor cyclability. Here, we report a strategy of introducing A-site multi-principal-component mixing to develop a high-entropy perovskite oxide, (La_1/6Pr_1/6Nd_1/6Gd_1/6Sr_1/6Ba_1/6)MnO₃ (LPNGSB_Mn), which shows desirable thermodynamic and kinetics properties as well as excellent phase stability and cycling durability. LPNGSB_Mn exhibits enhanced hydrogen production (~77.5 mmol moloxide^–1) compared to (La …

Gut-Lung Axis Of The Microbiome Alterations After Ultrafine Particles And Ozone Inhalation, Md Habibul Hasan Mazumder

Graduate Theses, Dissertations, and Problem Reports (ETD)

Air pollution poses a significant threat to public health. It is a mixture of particulate matter, gaseous substances, and other secondary substances. Despite epidemiological research indicating the interactive effects of various components of air pollution, existing studies and regulatory limits often focus on single-exposure scenarios. The emerging understanding of the microbiome’s role in regulating immune response, metabolism, and pathophysiology of various diseases points towards interactions between environmental exposures and microbial dysbiosis. In this dissertation, mice were exposed to relevant deposited doses of carbon black (CB) and ozone (O3), and lung inflammation as well as the lung-gut axis of the microbiome …

Relationships Between Geochemistry, Carbon Content, And Grain Size In Clastic Cave Sediments, Rebekah Rose Nicholas

Graduate Theses, Dissertations, and Problem Reports (ETD)

Understanding geochemical and physical properties of cave sediment gives insight to sediment characterization and carbon storage in the cave system. Previous work on clastic sediments largely encompasses physical properties, neglecting the importance of geochemical parameters on sediment deposition.

This study reports physical and chemical properties of sediment cores from three caves: two caves in Puerto Rico and one cave in Virginia. A total of 25 cores were used in this study; 6 of these cores were new and collected in 2022 from Butler Cave (BTC) in Virginia to focus on the effects of water level. Core samples were analyzed for …

The Percussionist's Guide To Music Theory Fundamentals, Mckenna M. Lee

Graduate Theses, Dissertations, and Problem Reports (ETD)

The research priorities that I have established as a theorist, percussionist, and an instructor of both, have led me to a master's thesis project combining music theory practices within the study and performance of percussion repertoire. As the graduate assistant of the percussion department at West Virginia University, I have been teaching applied orchestral percussion lessons and leading percussion ensembles. In my experience, a number of first-year percussionists in the studio at WVU have had a limited background with reading definite pitches on the staff, and struggle with sight-reading and pitch identification, therefore making their Written I and Aural I …

Single Field Of View Calibration Through Estimating Three Mutually Orthogonal Vanishing Points For Spatial Data Collection In Traffic Scenes, Sourav Dutta

Graduate Theses, Dissertations, and Problem Reports (ETD)

Accurately extracting the three mutually orthogonal vanishing points plays a vital role in the field of view calibration for many surveillance-based traffic applications. However, the paucity of parallel lines along the dominant directions in many traffic scenes engenders the inapplicability of the current methods for a successful calibration. This research proposed a novel vanishing point estimating method for traffic scenes. This method capitalizes on both the road scene and moving vehicles for the determination of the dominant directions of the real-world coordinate frame. It also exploits distinctive edgelets for the direct identification of vanishing point candidates. Both lab and field …

Application Of Computational Biophysics Techniques To Characterize Cell Membrane-Associated Events, Kyle Billings

Graduate Theses, Dissertations, and Problem Reports (ETD)

Cell membranes are crowded environments which can modulate protein structure-function relationships through interaction with lipids, other proteins, carbohydrate structures and so on. This work focuses the impact of the membrane environment on two varieties of peptides: Microbial rhodopsin proteins, and cyclic peptides.

Life on Earth is dependent on the ability of plants and microbes to harness sunlight for energy production. Their ability to transform light into carbohydrates requires tailor-made machinery, and for a wealth of microorganisms, microbial rhodopsin proteins (MR) are critical for maintaining the concentration gradients used to produce the energy molecule Adenosine triphosphate (ATP). The central retinal molecule …

Studies On Depth And Torsion In Tensor Products Of Modules, Uyen Huyen Thao Le

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation represents an in-depth exploration of two distinct yet interconnected research topics within commutative algebra: one centered around a conjecture of Huneke and R. Wiegand and the other concerns a depth inequality of Auslander. It consists of the following three papers as well as the author's work under the direction of Professor Olgur Celikbas:

• Remarks on a conjecture of Huneke and Wiegand and the vanishing of (co)homology, Journal of Mathematical Society of Japan Advance Publication. (joint work with Olgur Celikbas, Hiroki Matsui, and Arash Sadeghi).
• An extension of a depth inequality of Auslander, Taiwanese Journal of Mathematics, …

Improving The Health And Safety Of Manufacturing Workers By Detecting And Addressing Personal Protective Equipment (Ppe) Violations In Real-Time With The Use Of Automated Ppe Detection Technology, Joseph Olufemi Fasinu

Graduate Theses, Dissertations, and Problem Reports (ETD)

The Centers for Disease Control and Prevention (CDC) emphasized that Personal Protective Equipment (PPE) can significantly reduce the risk of occupational injuries and illnesses. However, improper use, failure to use, and other PPE-related violations can still result in injuries and fatalities. Eye and face protection violation has been one of the top 10 most frequently violated OSHA standards in fiscal years 2018, 2019, 2020, 2021 and 2022 consecutively. A common practice among safety professionals to ensure PPE compliance has been to physically inspect or monitor PPE usage among workers, which has been found to be unsustainable on a continuous real-time …

Factors Influencing High School Physical Education Teachers' Content Selection, Olivia J. Gillispie

Graduate Theses, Dissertations, and Problem Reports (ETD)

There is limited research that has examined the factors that influence the selection of content for high school physical education. Addressing this gap in the literature is important, as those decisions influence student attitudes and engagement in physical education. The purpose of this study is twofold. First, this study aimed to explore what factors influence high school physical education teachers’ decision-making processes when selecting content to include in their curriculum (phase one). Second, this study investigated the facilitators and barriers to selecting and teaching the content areas suggested in the SHAPE America (2013) High School Grade-Level Outcomes (phase two).

This …

Social Determinants Of Health And Functional Disability At Mid- And Late-Life, Carly Pullen

Graduate Theses, Dissertations, and Problem Reports (ETD)

The number and proportion of older adults living in the U.S. and globally are increasing. Not only are more adults living longer (Rania et al., 2021), there is evidence that people are

entering late life with more functional disability than in previous generations (He & Larsen,

2014). Social determinants of health include demographic and environmental influences than can impact a range of health outcomes beyond more direct risk factors (Duran and Perez-Stable, 2019). Using data from 243,693 community-dwelling adults who completed the 2020 Behavioral Risk Factor Surveillance System survey, we tested the associations among social determinants of health (i.e., age, …

Ambush, Reprisal, Riot, Revolt, And Reform: The Transnational Evolution Of British Colonial Policing In Ireland And The Palestine Mandate, 1918-1948, Tyler Kickler Krahe

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation looks at the changes in British colonial policing between Ireland and the Palestine Mandate from 1918 and 1948. This time period covers the duration of the Anglo-Irish War, as well as Britain’s mandatory control of Palestine. It is the argument of this work that from 1918 to 1936, between Ireland and the Palestine Mandate, British colonial police forces demonstrated a pattern of evolving police training, practice, and organization, spurred on by violent action and followed by attempts at reform. This pattern continued until the Arab Revolt of 1936 when the police forces in the Palestine Mandate abandoned attempts …

Career Progression And Experiences Of Late Career Women Strength And Conditioning Coaches, Marla Df Gladstone

Graduate Theses, Dissertations, and Problem Reports (ETD)

Women in strength and conditioning roles at the NCAA Division I level account for approximately 16% of the S&C coaching professionals (NCAA, 2022). Between 2000 and 2022, only six studies have examined the population of female strength and conditioning coaches (SCC). The aim of this project was to understand the challenges women SCC have experienced reaching, entering, and sustaining to late career. Another goal was to learn how women SCC navigated through the barriers within the coaching profession. Due to the construction of gender in organizations, role congruity theory has been used to analyze the experiences of women in sport …

Motion Planning In Artificial And Natural Vector Fields, Bernardo Martinez Rocamora Junior

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation advances the field of autonomous vehicle motion planning in various challenging environments, ranging from flows and planetary atmospheres to cluttered real-world scenarios. By addressing the challenge of navigating environmental flows, this work introduces the Flow-Aware Fast Marching Tree algorithm (FlowFMT*). This algorithm optimizes motion planning for unmanned vehicles, such as UAVs and AUVs, navigating in tridimensional static flows. By considering reachability constraints caused by vehicle and flow dynamics, flow-aware neighborhood sets are found and used to reduce the number of calls to the cost function. The method computes feasible and optimal trajectories from start to goal in challenging …

Understanding The Impact Of Scientific Testimony On Potential Jury Members: Independent And Interactive Effects Of Expert Characteristics And Jury Member’S Social Location, Ellory R. Dabbs

Graduate Theses, Dissertations, and Problem Reports (ETD)

As science and technology evolve, they impact society at different levels. With these changes, it is important to understand how members of society will be affected. One area where there has been a rise in the use of scientific information is in jury trials. Those who are on trial for a criminal offense are more often relying on forensic evidence, and forensic experts, to aid in their defense, and those who are prosecuting a criminal case are also relying on forensic evidence and forensic experts. However, forensic evidence is not consistent in type or interpretation – what one person may …