Digital Commons Network^™

Combine Shapelets, Zeng Qingwen

LMU/LLS Theses and Dissertations

Sensor-based human activity recognition has become an important research field within pervasive and ubiquitous computing. Techniques for recognizing atomic activities such as gestures or actions are mature for now, but complex activity recognition still remains a challenging issue. I was a candidate in an activity classification thesis. It collected 4 activities, which included walking on the sidewalk for a set distance, walking up and down a set of stairs, walking on the treadmill at 2.5 mph for 2 minutes, and jogging on the treadmill at 5.5 mph for 1 minute. It took 30 minutes to collect one candidate data. If …

Recommendations To Internal Auditors Regarding The Auditing And Attestation Of Mathematical Programming Models, Jose Rincón, Greg Akai, Daryl Ono

LMU Librarian Publications & Presentations

Mathematical programming planning models increase operational efficiency and minimize operating costs, but the underlying mathematics generally is complex. Combinatorial optimization is technically sophisticated which requires a strong quantitative background to successfully implement. Most internal auditors will not have the technical training to critically assess the underlying mathematics of mathematical programming planning models, but the internal auditor can still provide insight and attestation which can increase the efficiency of mathematical programming planning models.

Computational Investigation Of Mononuclear Iron Water Oxidation Catalyst Design, Kristal Stevens, Emily Jarvis

Chemistry and Biochemistry Faculty Works

Hydrogen production from non-carbon sources is an essential component of clean and sustainable technology for reducing greenhouse gas emissions from fuels. Water oxidation, which splits water molecules into hydrogen (protons) and molecular oxygen, is a thermodynamically challenging, multistep reaction achieved in photosynthetic organisms via photocatalysis by the Oxygen Evolving Complex (OEC) of Photosystem II. Mononuclear water oxidation catalysts that aim to mimic nature typically rely on heavy, rare metals such as ruthenium and iridium. Replacing these metals with iron is particularly appealing because it is abundant, benign, and inexpensive. We use density functional theory to characterize the catalytic ability of …

Supporting The “Virtuous Cycle” In Urban Ecosystems: How Research Can Inform Plans, Policies, And Projects That Impact Urban Resilience, Michele Romilini, Sophie S. Parker, Gregory B. Pauly, Eric M. Wood

Center for Urban Resilience Scholarship

No abstract provided.

Isolating The Electronic Effects Of Systematic Twist In Highly Substituted Aromatic Hydrocarbons Using Density Functional Theory, Grace Tully, Emily A. Jarvis

Honors Thesis

Density functional theory (DFT) was employed to investigate dodecaphenyltetracene as well as similar molecules containing differing backbone lengths and electron withdrawing groups with interest in manipulating the twist to lower the LUMO level for increased electron mobility. Optimization and frequency time-independent calculations followed by time-dependent (TD-DFT) energy calculations were performed at the B3LYP/G-311G level of theory to analyze electronic trends as a result of increased backbone length and consequently distorted end-to-end molecular twist. These calculations demonstrate a linear relationship with negative slope between the estimated HOMO-LUMO, fundamental, and optical gaps as a function of the number of fused rings along …

Procedural Level Generation For A Top-Down Roguelike Game, Kieran Ahn, Tyler Edmiston

Honors Thesis

In this file, I present a sequence of algorithms that handle procedural level generation for the game Fragment, a game designed for CMSI 4071 and CMSI 4071 in collaboration with students from the LMU Animation department. I use algorithms inspired by graph theory and implementing best practices to the best of my ability. The full level generation sequence is comprised of four algorithms: the terrain generation, boss room placement, player spawn point selection, and enemy population. The terrain generation algorithm takes advantage of tree traversal methods to create a connected graph of walkable tiles. The boss room placement algorithm randomly …

Comparing Hierarchical Data Structures And Hierarchical Data Analysis, Halley Jeanne Dante, Robert Rovetti

Honors Thesis

Real world data is inherently noisy and data analysis can be especially complex when noise is compounded in hierarchical and multilevel data structures. Since such data structures can be described using multiple approaches, the way data is collapsed and grouped within these structures can influence its resulting interpretation and analyses. To avoid discrepancies in data collapsing and grouping, multiple statistical approaches have been developed specifically to analyze multilevel data structures. Examples of multilevel statistical models are the two-factor ANOVA and the general linear model with repeated-measures (GLM-RR) which is typically used in the context of looking at change over time. …

Improving Multi-Modal Food Detection System With Transfer Learning, Shivani Gowda

LMU/LLS Theses and Dissertations

Self-assessment of food intake is important for preventing and treating obesity. The current self-assessment methods of food intake are inaccurate and hard to use. In this thesis, we explore ways to improve machine learning (ML) food classification methods which are the core technical problem of food intake self-assessment. We present a food detection system that utilizes a state-of-the art multi-modal architecture called Vision and Language Transformer (ViLT). This architecture combines both food appearance via the image modality, and description via the textual modality to improve the accuracy of food classification. To further enhance the performance, we incorporate other improvements such …

Representations Of Time In Time-Based Media: An Exploration Of The Human Experience Of Temporality In Film And Tv, Nelea Fong

Honors Thesis

Time is an aspect of the human experience that fascinates us but eludes our understanding. Humans have turned to science, philosophy, and theology in our endeavor to understand time, but our shared love and history of storytelling drives us to explore temporality through visual medias that have a structural foundation in time. Expanding our understanding of the human experience of time through time-based media such as movies and TV can point us toward comprehending various forms of time and how each person can perceive said time differently. Using film and TV theory, informed by scientific and philosophical explorations in the …

Quantum Chemistry–Machine Learning Approach For Predicting Properties Of Lewis Acid–Lewis Base Adducts, Hieu Huynh, Thomas J. Kelly, Linh Vu, Tung Hoang, Phuc An Nguyen, Tu C. Le, Emily Jarvis, Hung Phan

Chemistry and Biochemistry Faculty Works

Synthetic design allowing predictive control of charge transfer and other optoelectronic properties of Lewis acid adducts remains elusive. This challenge must be addressed through complementary methods combining experimental with computational insights from first principles. Ab initio calculations for optoelectronic properties can be computationally expensive and less straightforward than those sufficient for simple ground-state properties, especially for adducts of large conjugated molecules and Lewis acids. In this contribution, we show that machine learning (ML) can accurately predict density functional theory (DFT)-calculated charge transfer and even properties associated with excited states of adducts from readily obtained molecular descriptors. Seven ML models, built …

Universal Back-End Design, Jason Kalili

LMU/LLS Theses and Dissertations

Accessibility in back-end development is often overlooked, with the majority of discussions and efforts centered on front-end design. To make applications usable for a wider audience, developers must also prioritize incorporating accessibility from the back-end. Back-end web accessibility encompasses the design and development of web-based systems and applications that are accessible to all users, including those with disabilities. This involves optimizing the underlying code and infrastructure for accessibility and implementing features that enable users with disabilities to navigate and interact with the site or application. Ensuring back-end web accessibility is crucial for creating an inclusive online environment accessible to everyone, …

Characterization Of Extended Uncertainty Principle Black Holes, Juan Uribe, Jonas Mureika

Honors Thesis

Black Holes are special objects as they are at the intersection of Quantum Mechanics and General Relativity. A central tenant of quantum mechanics is the Uncertainty Principle that dictates we cannot know with complete certainty position and momentum at the same time. The Extended Uncertainty Principle introduces a position-related uncertainty correction L_* to account for General Relativity. In a previous paper, a black hole metric associated with the Extended Uncertainty Principle was derived, by modifying the metric function of a Schwarzschild black hole. This metric introduces near-horizon structures that should produce observable effects, such as love numbers, gravitational wave echoes, …

Assessing The Impact Of The Covid-19 Pandemic On Project Management Methodologies, Adrian Leung

LMU/LLS Theses and Dissertations

This research paper explores the impact of COVID-19 and the shift to remote work on project management practices across multiple industries. Through interviews with project managers, the study finds that companies with pre-existing remote work policies were better equipped to handle the transition to remote work. In contrast, companies without pre-existing policies faced increased challenges in communication, team morale, and workload management. The study also highlights the struggle to maintain work-life balance, the importance of communication, and the need to address technical difficulties. Project managers emphasized the importance of accountability and maintaining productivity during remote work. Overall, the study finds …

Powerpoint - Post-Planting Biodiversity Inventory, Center For Urban Resilience

Module 10: Garden Ecology

No abstract provided.

Lesson Plan - Post-Planting Biodiversity Inventory, Center For Urban Resilience

Module 10: Garden Ecology

The purpose of this lesson is to conduct post-planting biodiversity inventories

Powerpoint - Attracting Pollinators, Center For Urban Resilience

Module 10: Garden Ecology

No abstract provided.

Women’S Voices From History: Gond Rani Durgawati And Rani Lakshmibhai, Nandini Sengupta, Moupia Basu

Monsoon: South Asian Studies Association Journal

Two strong women are compared and contrasted in this article. Gond Rani Durgawati (1524-1564) led a resistance movement in Jabalpur against the Mughal rule of Akbar. Rani Lakshmibai (1828-1858) organized the people of Jhansi against Sir Hugh Rose, an officer defending the interests of the British East India Company. Both women continue to be remembered for their bravery and their loyalty to the people they ruled.

An Examination Of Gandhian Economic And Political Thought And Its Relevance To The Empowerment Of Women, Purnima Mehta Bhatt

Monsoon: South Asian Studies Association Journal

Mahatma Gandhi (1869-1948) sought to alleviate poverty and empower women. His commitment to nonviolence and the economic ideal of “small is beautiful” continue to inspire grassroots movements around the globe. This article discusses the Chipko movement of northern India, the protection of rain forests in Kerala’s Silent Valley, the Self Employed Women’s Association (SEWA), and Medha Patkar’s valiant though ultimately futile attempt to save the Narmada River from a massive government damming project. The ongoing legacy of these movements can be found in AWAG, the Ahmedabad Women’s Action Group and Women’s Shanti Sena (Peace Force).

Identites Of Women In Indian Art And History, Nalini Rao

Monsoon: South Asian Studies Association Journal

The stereotypical image of Indian women portrayed in the art of stone sculpture is often interpreted as images of beauty that are sensuous, religious as well depict social life. There are historical reasons for depicting her as such. This paper inquires into the changing depiction and social forces that influenced feminine imagery. This paper examines the portrayal of beauty through idealization of female body which has evolved over the centuries in India. It also aims to understand their changing status and explores issues of feminine identity, status, and empowerment largely in ancient and medieval India. It also provides a brief …

Expanding Current Definitions Of Environmental Stewardship Through Organizational Mission Statement Analysis, Alyssa S. Thomas, Michele Romolini

Center for Urban Resilience Scholarship

In recent years, environmental stewardship has been emphasized as one solution to social-ecological sustainability concerns, especially at the local scale. The Stewardship Mapping and Assessment Project (STEW-MAP) is a national research program developed by the USDA Forest Service that has been implemented at numerous locations in the United States and internationally. This study compared the mission statements of environmental stewardship groups in the Los Angeles River Watershed to previously proposed definitions and frameworks of organizational environmental stewardship to see how well they were reflected. A thematic analysis of the mission statements was also carried out to identify locally important themes …

Constructing Jain Goddess Padmavātī In Gujarati Literature, Venu Mehta

Monsoon: South Asian Studies Association Journal

Worship of the goddess Padmāvatī emerged more than a thousand years ago. This article explores three songs about her in Gujarati by Paṇḍit Vīrvijayajī (1773-1852). By analyzing the style and form of his work, one learns a great deal about devotional liturgies that commemorate goddess Padmāvatī’s protection of the Jina Pārśvanātha and, in turn, his protection of her.

Indigenous Stitch-Arts Of India: Tradition And Revival In A Global Age, Punam Madhok

Monsoon: South Asian Studies Association Journal

Stitch art allows for the creative expression and economic support of countless women throughout India. This article examines four notable styles: chikankari, flora and fauna stitched in white thread on fine white cotton, rabari, the stitching of mirrors into colorful cloth, phulkari, resplendent flowery motifs sewn into shawls in Punjab, and kantha, Bengali patch work yielding quilts and seating mats. In addition to describing each technique, this article discusses how women have been economically empowered through this art by such organizations as Self-Help Enterprise (SHE) in Kolkata and Adithi, a women’s cooperative, in Bihar.

Editor’S Note, Deepak Shimkhada

Monsoon: South Asian Studies Association Journal

This special issue of Monsoon is dedicated to the studies honoring the goddess traditions in South Asia. The onset of the Monsoon Season in South Asia typically commences in June and continues until late August and early September. The publication of this issue, therefore, has been strategically timed to coincide with that season, which is a vital source of sustenance for millions of individuals in this part of the world. This anthology consisting of five papers—written by scholars with expertise in the field of goddess and women studies—speak unequivocally about the goddesses or women for their strength, beauty, wisdom, and …

Mai Bhago And Amrita Devi Bishnoi: Women Of Strength, Sowmya Ayyar

Monsoon: South Asian Studies Association Journal

Mai Bhago (1670-1720), also known as Bhag Kaur, distinguished herself on the battlefield to defend the Sikh faith. Amrita Devi Bishnoi (d. 1730) is said to have sacrificed her life with 362 others to protect the Khejari trees in the Rajasthan desert. Both women continue to inspire social justice and ecological activism.

Streaming With Butterflies: A Whole School Stream Project, Carey L. Averill, Janet M. Herrelko

Journal of Catholic Education

This study explores the commitment of a school faculty to use the pedagogical practices needed to employ a project-based unit of Science, Technology, Religion, Engineering, Arts, and Mathematics (STREAM). The unit of study concentrated on environmental sustainability of butterflies through project-based learning (PBL). Teacher interviews were analyzed to reveal the similarities and differences, strengths and weaknesses in the teachers’ reactions to implementing a cross-curricula content unit designed for a pre-kindergarten (PK) to eighth grade school. Analysis of teacher data and classroom artifacts provided evidence of: content mastery at the student levels; implementation of scaffolding for developmental levels; and the need …

City Of Montebello Tree Canopy Prioritization, Center For Urban Resilience, Treepeople, Gateway Cities Council Of Governments

Center for Urban Resilience Reports

EXECUTIVE SUMMARY

The Loyola Marymount University Center for Urban Resilience, TreePeople, and the Gateway Cities Council of Governments partnered to conduct tree canopy prioritization in the City of Montebello. This process utilized high resolution, high accuracy tree canopy data as a foundation to engage the public in identifying their priorities for tree planting in the city. Analysis of tree canopy data showed that the City of Montebello has 13% existing tree canopy cover, which the lowest tree canopy cover in all of Los Angeles County. The analyses also found that Montebello has great opportunity to increase its tree canopy, with …

City Of Vernon Tree Canopy Prioritization, Center For Urban Resilience, Treepeople, Gateway Cities Council Of Governments

Center for Urban Resilience Reports

EXECUTIVE SUMMARY

The Loyola Marymount University Center for Urban Resilience, TreePeople, and the Gateway Cities Council of Governments partnered to conduct tree canopy prioritization in the City of Vernon. This process utilized high resolution, high accuracy tree canopy data as a foundation to engage the public in identifying their priorities for tree planting in the city. Analysis of tree canopy data showed that the City of Vernon has 2% existing tree canopy cover, which is the lowest tree canopy cover in all of Los Angeles County. The analyses also found that Vernon has great opportunity to increase its tree canopy, …

City Of Culver City Coyote Management Report, Melinda Weaver, Michele Romolini, Eric G. Strauss

Center for Urban Resilience Reports

EXECUTIVE SUMMARY

The scientific staff at the LMU Center for Urban Resilience, along with affiliated scientists, collaborators and students conducted a three-year management study in order to assist the City of Culver City and its residents in managing the dynamic challenge of coexisting with resident and transient coyotes. Despite the considerable social and logistical upheaval caused by the Covid-19 outbreak, CURes staff and collaborators collected and analyzed data continuously through the various phases of the pandemic. The goals of the project were to: 1) Gather appropriate ecological, technical and human social data with regard to coyote ecology and human-wildlife conflict, …

Generating A Dataset For Comparing Linear Vs. Non-Linear Prediction Methods In Education Research, Jack Mauro, Elena Martinez, Anna Bargagliotti

Honors Thesis

Machine learning is often used to build predictive models by extracting patterns from large data sets. Such techniques are increasingly being utilized to predict outcomes in the social sciences. One such application is predicting student success. Machine learning can be applied to predicting student acceptance and success in academia. Using these tools for education-related data analysis, may enable the evaluation of programs, resources and curriculum. Currently, research is needed to examine application, admissions, and retention data in order to address equity in college computer science programs. However, most student-level data sets contain sensitive data that cannot be made public. To …

Finite N-Quandles Of Twisted Double Handcuff And Complete Graph, Veronica Backer-Peral

Honors Thesis

The Double Handcuff and K4 graphs can be generalized to a single family of spatial graphs by adding a variable number of twists between two edges. We can identify spatial graphs by calculating a quotient of the fundamental quandle, known as an N-quandle, which is a spatial graph invariant. In this paper, we prove that the N-quandle associated with this family of spatial graphs is finite when all but two edges are given a label of 2, and the remaining two edges are assigned labels from the natural numbers. To prove that the N-quandle is finite, we produce Cayley graphs …