Digital Commons Network^™

A Large-Scale Annotated Flight Time-Series Dataset And Geospatial Post-Flight Analysis Tools For Ngafid, Roman Kozulia

Theses

This work presents three contributions to the National General Aviation Flight Information Database (NGAFID): a maintenance-linked flight dataset forpredictivemaintenanceresearch, anaviationchartprocessingservice, and an interactive geospatial heat map for post-flight event analysis. The first contribution is a maintenance-linked flight dataset for predic- tive maintenance and prognostics research in general aviation. The dataset contains approximately 100,000 non-simulated maintenance work orders and more than a million multivariate flight recordings extracted from NGAFID. Eachflightisassociatedwithmaintenancerecordsandlabeledaspre-maintenance, day-of-maintenance, or post-maintenance. Flights are exported as one-hertz sensor time series with flight-phase annotations, while a clustering pipeline groups technician-written maintenance records into event categories. To our knowledge, thisisthelargestpubliclyavailablegeneralaviationflightdataset linked to …

A Study Of Phylogenetic Relationships Of Dichanthelium Based On Plastomes, Humera Fatima

Theses

Dichanthelium (Hitchcock & Chase) Gould is a genus in the grass family (Poaceae) with a wide range of morphological diversity, exhibiting significant ecological differences. Despite this, its evolutionary relationships are not fully understood. The ambiguity surrounding the boundaries of lineages and the relationships among species has hindered the systematics of the genus. This study aimed to reconstruct the phylogenetic relationships within Dichanthelium, verify the monophyly of species, and evaluate the strength of the inferred relationships across different analytical frameworks. Molecular sequence data of entire plastomes were examined using both maximum likelihood and Bayesian inference methods to develop phylogenetic hypotheses. Phylogenies …

Radical Regionalism: Integrating Historical Vernacular Wisdom With Modern Building Science For Resilient Envelope Design, Barbara Patricia Montano

Theses

This thesis investigates how vernacular environmental knowledge can be integrated with contemporary building science to inform climate-responsive residential building-envelope design. In response to the limitations of standardized construction approaches across diverse climatic regions, the research proposes Radical Regionalism, a framework that combines vernacular environmental principles, passive design strategies, sustainable material selection, building-envelope science, and resilience considerations within a performance-based design methodology. A comparative climate-based modeling methodology is applied to a representative single-family residential prototype across four contrasting United States climatic contexts: Miami, Florida (hot-humid); Phoenix, Arizona (hot-dry); Boston, Massachusetts (cold-humid); and Denver, Colorado (cold-dry). Representative conventional code-minimum wall assemblies are …

Predicting Rental Prices For Dubai Properties, Abdulrahman Mohammad Arab

Theses

This study explores the application of machine learning models to predict rental prices in the dynamic real estate market of Dubai. With increasing demand for data-driven valuation tools, accurate rental price estimation has become essential for tenants, landlords, investors, and property consultants. The research is grounded in the theory of supervised machine learning, focusing on the use of structured property features—such as location, size, furnishing status, and number of rooms—to forecast monthly rent values. The study employed the “Dubai Real Estate Goldmine, UAE Rental Market Data” from Kaggle as its primary dataset. This data, which reflects thousands of residential listings …

Enhancing Net-Zero Strategies At Rit Dubai Campus Through Life Cycle Assessment, Razan Ali

Theses

Net-zero commitments are pushing higher education institutions to measure their environmental impact more rigorously. RIT Dubai has aligned its sustainability targets with the UAE Net Zero 2050 initiative, and earlier greenhouse gas reporting identified commuting and electricity as the campus’s dominant emission sources, with transportation modelled only from city-level estimates. This thesis develops an individual-level, use-phase Life Cycle Assessment of transportation at RIT Dubai across the entire campus community of 2,795 members in seven segments: local and international students, faculty and staff, and the contracted service staff who travel to campus daily. A transportation Life Cycle Inventory was built from …

Factors Influencing Employee Engagement And Performance In Hybrid Work Environments, Saif Alblooshi

Theses

The widespread adoption of hybrid work arrangements, in which employees divide their working time between remote and office-based settings, has fundamentally altered how organisations manage, measure, and sustain workforce engagement and performance. While hybrid models offer tangible benefits such as increased autonomy, reduced commuting burden, and greater scheduling flexibility, they simultaneously introduce a set of organisational challenges that conventional management frameworks were not designed to address. Chief among these challenges is the difficulty of maintaining consistent levels of employee engagement across distributed work settings, where informal communication, social connection, and direct managerial oversight are structurally constrained. The absence of robust, …

Modernizing Civic Building Design For Emergency Shelter Operations: An Architectural Framework With Proposed Design Guidelines For 21st-Century Shelter Readiness, Enrique M. Peralta

Theses

The frequency and severity of climate-related disasters are rising globally, resulting in the displacement of millions of individuals each year. Although this is a worldwide issue, the present research concentrates on the New York, New Jersey, and Connecticut tri-state region, where severe storms, flooding, prolonged power outages, and other natural hazards frequently necessitate the activation of emergency shelters. While schools, community centers, and other civic buildings are commonly designated for emergency shelter operations, these facilities were not originally designed to accommodate displaced groups during such events. This study focuses on the immediate sheltering period following a disaster, defined as the …

Sea-Ice Observation In The Arctic By The Arab Satellite 813, Simulated By The Radiative Transfer Model ‘Sciatran’, Tuqa Mohsin Al Hajri

Theses

The purpose of this research is to explore the spectral behavior of sea ice and to understand how Arctic sea ice surfaces appear when they are observed with a hyperspectral sensor. This is crucial because sea ice changes a lot during the melt season, and different surface types can sometimes look similar to a human eye, but physically they are different. It is thus essential to identify the spectral differences between these surfaces. The main objective of this study is to examine how the spectra of white ice and melt ponds change when their physical and optical properties are varied, …

Redefining Capital Cities: A Smart Growth Evaluation Of Capital Cities And How Albany Can Learn From Them, Richard Turoski Iii

Theses

Mid-sized American capital cities face distinct development challenges determined by historical growth patterns, economic restructuring, and evolving urban priorities. This study examines Albany, New York, through the lens of Smart Growth, a planning framework that emphasizes compact development, mixed land use, multimodal transportation, and reinvestment in existing urban areas. Using comparative policy analysis, Albany is evaluated alongside Columbus, Ohio; Hartford, Connecticut; and Harrisburg, Pennsylvania, enabling consistent cross-case comparison based on similar roles as state capitals and overlapping comprehensive planning timelines. The research studies Smart Growth principles by structured policy analysis centered on downtown revitalization, mixed-use development, transportation connectivity, waterfront redevelopment, …

As I Live And Breathe, Jessica Fitzgerald

Theses

This thesis employs the unique materiality of glass as a means of investigating interconnection and worth. Through glass, I explore the value of attention, and how directing it informs a sense of what matters. By allowing the fundamental forces of heat and gravity to lead the work, I explore connection, and the hidden ways in which Process influences Piece. The particular malleability of warm glass enables me to capture moments of making. It is the lens through which I focus my investigations, highlighting phenomena in process as the evidence of its creation.

An Lstm-Based Framework For Predictive Power Quality Monitoring, Ian Aiken

Theses

Rapid integration of photovoltaic (PV) systems introduces significant power quality challenges, including voltage sags and harmonic distortion, yet existing approaches either perform post-hoc classification or rely on computationally expensive meteorological forecasting unsuitable for real-time edge deployment. In this paper, a resource-efficient framework is developed for short-term power factor sag prediction using only on-line electrical measurements via a dual-track methodology. A regression model is first established to define the predictive limits of direct value estimation. The analysis of drop-event-specific metrics reveals that sensor features are lagging indicators incapable of regressing immediate drop magnitude, motivating a classification re- framing. A binary Long …

Reclaiming Suppressed Symbols: Yoruba Iconography And Nuyorican Identity In The Art Of Nitza Tufiño, Ariana Williams

Theses

This thesis examines the work of Afro-Puerto Rican artist Nitza Tufiño through Yoruba iconography, diasporic memory, and gendered Nuyorican identity. Grounded within the cultural and political context of the Nuyorican Movement of the 1960s and 1970s and, this study argues that Tufiño’s visual practice reframes suppressed African spiritual symbols through a woman-centered perspective, positioning Black femininity and spiritual labor as sites of resistance to colonial erasure and racial marginalization. Drawing upon Yoruba-derived cosmologies, Santería, and processes of visual syncretism, Tufiño integrates African, Indigenous Taíno, and Caribbean traditions to articulate a gendered visual language rooted in care, ritual, and collective memory. …

User-Centered Design For Public Financial Services: A Federal Student Loan Management App Case Study, Carmen River Christopher

Theses

Researchers have studied several facets of federal student loans, such as the impacts it has on borrowers’ finances, mentality, and life goals, plus the history of the federal student system and potential changes. There has been little research conducted on how borrowers make decisions regarding repayment, including choosing plans, navigating the repayment system, and understanding the long term implications of their choices. Since this research largely does not exist, there are few tools and resources to help guide borrowers as they manage the large, complex, and dynamic landscape that is navigating the federal loan system and repaying their debt. I …

Analyzing Comparisons Of Seascapes By Caspar David Friedrich And Fitz Henry Lane Through A Digital Gallery Show, Adrianna Murphy

Theses

This project focuses on a comparative digital exhibition and analysis between Caspar David Friedrich and Fitz Henry Lane’s seascape artwork. Both artists have not been shown together in a gallery; thus this research into common themes in their works reveals a new perspective on early- to mid-19th-century seascape art. This perspective shows how their different geographies and historical contexts converge through the shared visual language of contemplation, morality, and reflecting in the mystery of life through nature. The project aims to create a digital gallery that showcases an ideal layout and a comparison of the artists, with curated works that …

An Introduction To World Art History: Course Curriculum, Skyler M. Bancroft

Theses

Art history as a field has inherent biases that are primarily rooted in Western traditions. A majority of the content which students are exposed to focuses on regions such as Europe and the Americas, with less focus on Africa, Asia, and the Pacific. The purpose of this thesis project is to develop a secondary school curriculum that approaches art history from a world perspective to foster students’ sense of cultural awareness and empathy, as well as the development of skills such as critical thinking and visual literacy. Students will leave this course with a greater understanding of art from various …

Unveiled Voices: An Ode To Black Brides A Digital Resource Guide For Black Brides And Inclusive Bridal Design, Jaslyn A. Banks

Theses

This project examines the lack of inclusivity within the bridal industry, with a specific focus on the absence of skin-tone appropriate illusion mesh and diverse representation for Black brides. Through a combination of scholarly research and visual analysis, this study identifies how Eurocentric design standards continue to influence fabric development, marketing practices, and overall bridal aesthetics.

In response to these findings, this project introduces a digital lookbook titled Unveiled Voices: An Ode to Black Brides A Digital Resource Guide for Black Brides and Inclusive Bridal Design, which serves as a curated resource highlighting Black bridal designers who prioritize inclusivity, cultural …

The Making Of Shi'a Resistance In Afghanistan: Historical Roots, Communist Rule, And Soviet Occupation, 1978–1989, Sayed Sajjad Hojet

Theses

This thesis examines Shi'a political mobilization in Afghanistan from the 1978 Saur Revolution through the Soviet occupation, ending in 1989. It argues that Shi'a resistance was not simply a religious reaction to Marxist rule but a complex movement shaped by long-term marginalization, influenced by rival political ideas, and connected to cross-border networks in Iran. It traces how persecution under Amir Abdurrahman Khan created a system of political exclusion that shaped Shi'a collective identity before the communist takeover, and how ideologies such Marxism and Political Islam further politicized Shi'a youth in the mid-twentieth century. The PDPA's coercive policies after 1978 helped …

Avoiding White Elephants: An Empirical Assessment On The Failure Of Airport Capacity To Drive Tourism Receipts, Somanithel Kheang

Theses

This study investigates the relationship between airport infrastructure capacity and international tourism receipts across 12 major Asian and European economies from 2000 to 2019. Using a Panel Fixed Effects framework, the analysis tests the "Supply-Led Growth" hypothesis to determine if physical infrastructure expansion independently drives tourism revenue. To address potential endogeneity and reverse causality, the study employs specification where all independent variables are lagged by one year.The empirical results yield a robust null finding: airport capacity does not exhibit a statistically significant impact on tourism receipts. Conversely, government consumption is identified as a potent driver of tourism performance, with a …

Material Selection In The Mountain West: A Multi-Criteria Decision Analysis (Mcda) Based Approach For Architects, Melissa Bach

Theses

With modern advancements in technology and the expansion of a globally interconnected network, architects have access to a large range of building materials. Increasing public concern for the environment has prompted architects to prioritize materials that are more sustainable, but varying definitions of sustainability, coupled with unclear guidelines for material selection, repeatedly lead to uncertainty and decision-making challenges within the profession. To address this, a comprehensive methodology such as Multi-Criteria Decision Analysis (MCDA) is needed for the material selection processes. Furthermore, a gap in the literature demonstrates that the application of MCDA for material selection in the Mountain West region …

Energy Loss Hotspot Mapping In Power Distribution Networks, Abdulla Alhammadi

Theses

The electricity systems used in power distribution in the United States also consume a lot of electricity to warm up until it gets to homes, business or industries. These are technical losses which are caused by the physical resistance of the aging electrical equipment like transformers, conductors and distribution lines. With the aging of infrastructure, the resistance rises, and the amount of wasted energy increases. Although this is a large problem, most utility companies continue to use rough age estimations or customer complaints instead of using more direct and objective data-driven techniques to determine the concentration of the worst losses. …

Kosovo Pisa Monitoring Via System Signals Benchmarking 2015/2018/2022, Peer Clusters, Early-Warning Screening, And Mixed-Methods Triangulation In Grade 10 Mathematics, Leon Cana

Theses

This thesis develops a practical monitoring approach for Kosovo’s PISA outcomes by linking country-level benchmarking of PISA 2015, 2018, and 2022 with measurable system signals and a focused school-level triangulation. Quantitatively, it benchmarks Kosovo against Western Balkans Six (WB6) and selected European peers through mathematics mean scores, below-Level-2 shares, and top-performing shares. It then uses k-means clustering to define empirical peer groups and tests an early-warning screening exercise in which 2015/2018 information is used to classify held-out 2022 high-risk profiles. Qualitatively, it triangulates the statistical signal patterns with policy document analysis and a low-burden Grade 10 mathematics micro-study in Prishtina …

Ai In Action: Redefining Loan Default Prediction For The Digital Lending Era, Joe Vinson Ukken

Theses

Credit risk assessment remains a very important part of financial institutions, particularly within the rapidly evolving digital lending environment. The research explores the effectiveness of five machine learning models—Logistic Regression, Decision Tree, Random Forest, Gradient Boosting, and Support Vector Machine—in predicting loan default using both financial indicators and categorical borrower attributes. The study is motivated by the growing availability of structured borrower data and the need to evaluate whether advanced machine learning algorithms can be implemented over conventional credit scoring methods. A publicly available L&T Vehicle Loan Default Prediction dataset comprising 233,154 borrower records and 41 structured attributes, the CRISP-DM …

An Evidence-Based Ethical Risk Classification Framework (Ercf) For Ai Policies, Ahmad Almarri

Theses

This thesis develops and evaluates an evidence-based Ethical Risk Classification Framework (ERCF) for analyzing substantive ethical engagement in AI policy documents. The study addresses the gap between high-level AI ethics principles and reproducible computational methods for comparative governance analysis. A secondary dataset of AI ethics policy recordswas used as the starting point. After retrieval, text extraction, and validation, a corpus of 44 policy documents was constructed from an initial 112 records (110 link-bearing entries). Supervised classification was implemented for four core dimensions: Accountability, Bias & Fairness, Privacy, and Transparency. A TF-IDF + Logistic Regression baseline was evaluated using stratified 5-fold …

From There To There, Daniil Kolchanov

Theses

From There to There is a semi-fictional journey, an attempt to figure out what home is, that uses photography as the main medium. It started with the physical act of leaving my country, but quickly turned into an internal journey. In this project, I am interested in themes of displacement, lack of belonging, and home as a utopian idea. Combining different ideas of home, metaphors, symbols and everyday moments, I talk about an idealized home, ideas of stability, connection, and a sense of belonging in an ever-changing environment. From There to There questions the internal relationship between identity, memory, community, …

Migration Of The Spirit, Yaqub Shabazz

Theses

Migration of the Spirit examines interior transition through sustained painting practice. While migration is often understood as geographic displacement, this thesis reframes it as an interior reorientation shaped by halted time, disciplined solitude, and the act of reclaiming one’s own narrative. Grounded in lived experience within institutional systems and sustained decades of teaching and studio practice, the work reflects a movement from externally imposed narratives toward self-authored clarity. The paintings are marked by architectural compression, repeated motifs, and restrained palettes dominated by sienna, umber, and muted blues. Figures emerge within densely structured spatial fields shaped by assertive linear frameworks that …

Asl Language Development And Interpreting Instruction: A Nationwide Study Of American Sign Language Interpreter Education Programs With Comparison To Spoken‑Language Interpreter/Translation Education, Alianna Giudice

Theses

Interpreter training programs in the United States vary in how they structure language development and interpreting instruction, with particularly stark differences between American Sign Language (ASL) interpreter training programs (ITPs) and spoken‑language interpreting and translation programs. In many ASL ITPs, students begin interpreting coursework before achieving foundational fluency, resulting in language acquisition and interpreting skill development occurring concurrently. In contrast, spoken‑language programs typically require incoming students to demonstrate functional fluency prior to beginning interpreting training. These structural differences may overwhelm ASL learners, constrain their linguistic development, and contribute to the graduation of interpreters who are not yet prepared to meet …

Building Resilient Cities: Strategies For Sustainable Urban Development In Response To Climate Change In Uae, Thekra Hattawi

Theses

This thesis discusses the way cities may grow and adopt resilient urban measures to incorporate sustainability, technological advancements, governance systems, and financial systems in order to reduce the effects of climatic changes. Cities across the globe are being threatened by the effects of climate change due to the growing number of threats to humans, which include global temperatures increasing, marine level rising, droughts due to water shortages, and extreme weather patterns. This thesis will discuss ways in which the city centers of cities particularly in the UAE can strategize and embrace a holistic resiliency planning to address these multidimensional problems. …

Inequality And Well-Being, Sarah E. Boslaugh

Theses

Human well-being has been a topic of interest to philosophers at least since the time of Aristotle, and well-being has also been a core concern of social scientists since the birth of the discipline in the late 18^th century. Some theories of well-being include economic inequality as a factor, and multiple ways to measure this factor have been developed; as with well-being, there is no single best measure of economic inequality and the choice of which measure to use may be based on both theoretical and practical reasons. I argue that income inequality should always be included as a …

The Indian River Lagoon Through The Lens Of An Artist: Examining The Impact Of Growth And Development On The Lagoon's Water Quality, Lisa K. Skelly

Theses

This project investigates the ecological degradation of the Indian River Lagoon, a vital estuary on central Florida’s east coast. The research focuses on the intersection of habitat loss and water quality degradation, specifically as they relate to anthropogenic factors such as land development and nutrient pollution. Furthermore, the study evaluates the effectiveness of environmental art in fostering environmentally conscious behavior. I translated these findings into a cohesive body of work, including ceramics, fiber arts, and oil painting, utilizing site-specific materials sourced from the lagoon. By integrating these organic elements, the work aims to showcase the estuary’s natural beauty while highlighting …

An Artist’S Playground: Building Bridges Between Children’S Education And Their Knowledge Of Art Through Multi-Modal Learning, Alice J. Cauchi

Theses

Not all museums welcome children as part of their main audience with open arms. Research suggests that experiencing museums as a child supports classroom learning and development, but only when the museums engage young children properly. This paper explores how incorporating multi-modal interactives into art museums can effectively engage children, ages 4 to 8, and build a foundation that supports lifelong learning. Drawing on ideas from early-childhood education, museum visitor-engagement studies, and interactivity sciences, this project results in a framework that guides art museums on how they can overlap play, interactives, and content to incorporate this age group effectively to …