Digital Commons Network^™

Towards General Conceptual Model Editing Via Adversarial Representation Engineering, Yihao Zhang, Zeming Wei, Jun Sun, Meng Sun

Research Collection School Of Computing and Information Systems

Since the rapid development of Large Language Models (LLMs) has achieved remarkable success, understanding and rectifying their internal complex mechanisms has become an urgent issue. Recent research has attempted to interpret their behaviors through the lens of inner representation. However, developing practical and efficient methods for applying these representations for general and flexible model editing remains challenging. In this work, we explore how to leverage insights from representation engineering to guide the editing of LLMs by deploying a representation sensor as an editing oracle. We first identify the importance of a robust and reliable sensor during editing, then propose an …

Ali-Agent: Assessing Llms’ Alignment With Human Values Via Agent-Based Evaluation, Jingnan Zheng, Han Wang, Tai D. Nguyen, An Zhang, Jun Sun, Tat-Seng Chua

Research Collection School Of Computing and Information Systems

Large Language Models (LLMs) can elicit unintended and even harmful content when misaligned with human values, posing severe risks to users and society. To mitigate these risks, current evaluation benchmarks predominantly employ expertdesigned contextual scenarios to assess how well LLMs align with human values. However, the labor-intensive nature of these benchmarks limits their test scope, hindering their ability to generalize to the extensive variety of open-world use cases and identify rare but crucial long-tail risks. Additionally, these static tests fail to adapt to the rapid evolution of LLMs, making it hard to evaluate timely alignment issues. To address these challenges, …

Replay-And-Forget-Free Graph Class-Incremental Learning: A Task Profiling And Prompting Approach, Chaoxi Niu, Guansong Pang, Ling Chen, Bing Liu

Research Collection School Of Computing and Information Systems

Class-incremental learning (CIL) aims to continually learn a sequence of tasks, with each task consisting of a set of unique classes. Graph CIL (GCIL) follows the same setting but needs to deal with graph tasks (e.g., node classification in a graph). The key characteristic of CIL lies in the absence of task identifiers (IDs) during inference, which causes a significant challenge in separating classes from different tasks (i.e., inter-task class separation). Being able to accurately predict the task IDs can help address this issue, but it is a challenging problem. In this paper, we show theoretically that accurate task ID …

Safety Through Feedback In Constrained Rl, Shashank Reddy Chirra, Pradeep Varakantham, Praveen Paruchuri

Research Collection School Of Computing and Information Systems

In safety-critical RL settings, the inclusion of an additional cost function is often favoured over the arduous task of modifying the reward function to ensure the agent's safe behaviour. However, designing or evaluating such a cost function can be prohibitively expensive. For instance, in the domain of self-driving, designing a cost function that encompasses all unsafe behaviours (e.g., aggressive lane changes, risky overtakes) is inherently complex, it must also consider all the actors present in the scene making it expensive to evaluate. In such scenarios, the cost function can be learned from feedback collected offline in between training rounds. This …

Converting Vocal Performances Into Sheet Music Leveraging Large Language Models, Jinjing Jiang, Nicole Teo, Haibo Pen, Seng-Beng Ho, Zhaoxia Wang

Research Collection School Of Computing and Information Systems

Advanced natural language processing (NLP) models are increasingly applied in music composition and performance, particularly for generating vocal melodies and simulating singing voices. While NLP techniques have been effective in analyzing vocal performance data to assess quality and style, the automatic transcription of vocal performances into sheet music remains a significant challenge. Manual transcription tools often fall short due to the intricate dynamics of vocal expression. This study tackles the automation of vocal performance transcription into sheet music using innovative techniques, including large language models (LLMs). We propose a method to translate vocal audio input into display-ready sheet music effectively. …

Predictors In Help-Seeking Intentions For Friends With Eating Disorders, Allie M. Robb

Honors Theses

Emotional intelligence is a significant factor in one’s well-being as high emotional intelligence predicts sound mental well-being and a better quality of life as one can accurately understand emotions (Kulkarni & Velhal, 2023). However, low emotional intelligence has also been found to be a predictor not only of the development of mental health disorders but also have the lowest intentions to seek help (Ciarrochi et. al., 2002; Kulkarni & Velhal, 2023). Because they are unlikely to seek help, it is important for others who see the potential cause to help intervene. The purpose of this study is to investigate the …

Examining Primary Teachers' Concerns, Self-Efficacy, Attitudes, Intentions, And Challenges Of Implementing Inclusive Pedagogy In English Literacy Classrooms For Bilingual Dyslexic Students In The Uae, Robin Ogdol, Jose Roan Adorna, Romee Capate, Aisha Alteneiji

All Works

The United Arab Emirates has embraced inclusive education across all academic levels since 2006. However, the degree of teacher acceptance of inclusive practice varies. This mixed-methods case study investigated 48 primary school teachers’ concerns, self-efficacy, attitudes, and intentions regarding inclusive pedagogy in English literacy for bilingual dyslexic students aged 5-11. It also identified challenges faced by teachers in mainstream classes. Using correlation analysis, results showed negative associations between teachers’ concerns and efficacy, attitudes, and intentions for inclusive practices. On the other hand, positive associations were found between teacher efficacy, attitude, and intentions for inclusive practices. Challenges included reconciling the bilingual …

Understanding The Equality Of Parties In Arbitration: A Case Comment On International Seaport Dredging Private Limited V Kamarajar Port Limited, Sahana Ramesh

National Law School Journal

While the Supreme Court of India has emphasised the equality of arbitrating parties in several decisions, the court often had to use various tools to assert this. It is a question of policy as to whether statutory undertakings—that perform public functions by entering commercial transactions—must be given preferential treatment in certain aspects of the dispute settlement process, including when they choose to challenge an arbitral award. This case comment considers the decision of the Supreme Court of India in International Seaport Dredging Private Limited v Kamarajar Port Limited to highlight the nuances involved in the court’s conclusion that all …

Reimagining Constitutional Institutions: Integrity, Efficiency, And Accountability (Justice Es Venkataramiah Centennial Memorial Lecture), Justice Ps Narasimha

National Law School Journal

In this 'Justice ES Venkataramiah Centennial Memorial Lecture' delivered at the National Law School of India University in 2024, Justice PS Narasimha lays down the importance of fourth branch institutions. He points to the constitutional history and framework that established them, lays down their evolution, and examines their role and functioning in the current context.

Comparison Of Statistical And Machine Learning Genomic Prediction Methods In Plant Breeding: Case Studies In Maize And Soybean, Igor Kuivjogi Fernandes

Graduate Theses and Dissertations

Plant breeding is essential to increase genetic gain and food production worldwide. This study was conducted to evaluate new ways to use machine learning (ML) to tackle plant breeding challenges, where two ideas were tested — the first chapter focuses on how to combine genetic and environmental data using ML to improve the prediction of maize grain yield in multi-environment trials, while the second chapter centers on how to couple feature selection of molecular markers with ML to enhance prediction of yield in soybean, and, in both cases, ML approaches were compared to well-established statistical methods greatly adopted by the …

Preventing Depression In Grandparents Raising Grandchildren: An Educational Video Series, Sabrina Casares

Student Capstone Papers

This paper presents a doctoral capstone project that created and implemented a self-help occupation-based educational video series to prevent and manage depression among grandparent caregivers. It consists of a literature review regarding the impact of depression on grandparent caregivers, the population’s barriers and statistics relating to the correlation of developing depression as a grandparent caregiver. It includes the process to create the video series including review of the literature and the development process. Texas Grandparents Raising Grandchildren (TXGRG) is a non-profit organization dedicated to providing resources and support to empower and advocate for grandparent caregivers. Problem: There is a lack …

The Effects Of Multiple Acute Turkesterone Doses On Indirect Measures Of Hypertrophy And Metabolic Measures: A Preliminary Investigation, Dillon R. Harris, Tomas Chapman-Lopez, Steven B. Machek, Jeffery S. Forsse, Tracey Sulak, Leslee K. Funderburk

Kinesiology Faculty Publications and Presentations

Turkesterone is a naturally occurring plant steroid touted for its medicinal, pharmacological, and biological properties with no reported adverse side effects compared with traditional anabolic androgenic steroids (AAS). However, this ostensible enhancement to increase muscle protein synthesis and facilitate augmented thermogenesis remains undescribed despite uninformed and potentially haphazard consumption. To investigate whether turkesterone enhances insulin-like growth factor-1 (IGF-1) and resting metabolic rate (RMR), eleven apparently healthy males (23.3 ± 2.2) volunteered to participate in the present study with samples collected pre-, 3H post-, and 24H post-ingestion. Subsequent analyses failed to reveal any significant main condition, time, or interaction main effects …

Dealing With Divisiveness: Ignatian Principles For Better Relationships, Thomas G. Plante Phd, Abpp

Psychology

Interpersonal and intergroup relationships seem to have steadily deteriorated in recent years, with an increase in the lack of civility and decency along with a greater willingness to attack and cancel anyone who does not agree with one’s cherished perspective on numerous matters. New popular phrases such as cancel culture, public shaming, air rage, and gaslighting have entered the common vernacular. Ignatian spirituality offers several helpful strategies for dealing with these contemporary divisive conflicts in a productive manner. These include (1) seeing God (or the sacred) in all things, (2) striving towards kinship with others through the pathway of civility, …

Technical Report: Technical Support For Developing And Field Testing In Situ Bioassays In The Surface Mixing Layer Of Marine Waters At Oil Spill, G. A. Burton, A. Crane, B. Chadwick, G. Rosen, G. Stewart, S. Allan, O. Garcia-Pineda

Coastal Response Research Center

An in situ technology was developed to assess the toxicity of oil spills to aquatic organisms in the water column. This technology, named the Drifting Exposure and Effects Assessment Ring (DEEAR), is comprised of a bioassay tool known as the Sediment Ecotoxicity Assessment Ring (SEA Ring), mounted within a drifting drogue known as the Drifting Particle Simulator (DPS). The technology also includes a UV fluorometer that continuously senses oil fluorescence, as well as passive sampling devices that can be used to quantify average concentrations of oil-based compounds. The DEEAR system was tested in the field in 2019, after which refinements …

A105: Correlation Analysis Between Cognitive Style And Judgment Accuracy Of Tennis Umpires In Zhejiang Province, Kairui Cai, Wensheng He

International Journal of Physical Activity and Health

Background/Purpose: The influence of cognitive style on decision-making in sports has always been a hot research direction in sports psychology. As the law enforcers in the stadium, the individual cognitive style of the umpire in the penalty will also affect the results of a game to an extent. This paper studied the accuracy of on-the-spot decision-making judgment of tennis umpires classified by field dependent-field independent cognitive style and provided a new idea and scientific method for the selection and cultivation of tennis umpires.

Methods/Design: In this experiment, literature method, experimental method, mathematical statistics, logical analysis method and other related research …

A143: Integrating Stakeholder Theory And Swot Analysis To Examine Covid-19 Outbreak Impact On Fitness Programs, Xinxin Li, Ran Ran

International Journal of Physical Activity and Health

Background/Purpose: The fitness industry has been an important segment in the sports-related global market (SFIA, 2020). The U.S. Bureau of Labor Statistics Occupations Projection (2016-2026) indicated there would be an 18.70% annual occupational employment percentage increase in the need for athletic trainers (CareerOneStop, 2019). The U.S. 71394 Gym, Health & Fitness Clubs Report revealed a 1%–6% revenue increase each year since 2012. This projection indicated that the fitness market uptrend would continue in the next decade. However, the COVID-19 outbreak had a significant impact on the fitness market, and it was projected to have a 10% revenue decline in 2020 …

Biological Validation Of Peak-Width Of Skeletonized Mean Diffusivity As A Vcid Biomarker: The Markvcid Consortium, Alison M Luckey, Saptaparni Ghosh, Chen-Pin Wang, Alexa Beiser, Rebecca Bernal, Zhiguang Li, Djass Mbangdadji, Elyas Fadaee, Haykel Snoussi, Angel Gabriel Velarde Dediós, Hector A Trevino, Monica Goss, Laura J Hillmer, Christopher E Bauer, Adam M Staffaroni, Lara Stables, Marilyn Albert, Jayandra J Himali, Thomas H Mosley, Lars Forsberg, Vilmundur Guðnason, Baljeet Singh, Herpreet Singh, Kristin Schwab, Joel H Kramer, Gary A Rosenberg, Karl G Helmer, Steven M Greenberg, Mohamad Habes, Danny J J Wang, Brian T Gold, Hanzhang Lu, Arvind Caprihan, Myriam Fornage, Lenore J Launer, Konstantinos Arfanakis, Sudha Seshadri, Charles Decarli, Pauline Maillard, Claudia L Satizabal

Faculty, Staff and Student Publications

BACKGROUND: Peak-width of skeletonized mean diffusivity (PSMD), a neuroimaging marker of cerebral small vessel disease (SVD), has shown excellent instrumental properties. Here, we extend our work to perform a biological validation of PSMD.

METHODS: We included 396 participants from the Biomarkers for Vascular Contributions to Cognitive Impairment and Dementia (MarkVCID-1) Consortium and three replication samples (Cohorts for Heart and Aging Research in Genomic Epidemiology = 6172, Rush University Medical Center = 287, University of California Davis Alzheimer's Disease Research Center = 567). PSMD was derived from diffusion tensor imaging using an automated algorithm. We related PSMD to a composite measure …

Primary And Secondary Resonances Of Fringe Effect Electrostatically Actuated Mems Cantilever Resonators, Miguel Armando Martinez

Theses and Dissertations

The nonlinear dynamics of micro-electromechanical system (MEMS) cantilever resonators actuated by the fringe field at parametric and primary resonances are studied. Three models are used based on different descriptions of the system capacitance. In the fringe and capacitance models, the electrostatic force due to the parallel-plate capacitance is neglected due to a hole in the ground plate (removes overlapping area). The SolidWorks model is based on numerical capacitance simulations performed on SolidWorks using EMS. All three models that approximate the fringe field capacitance are compared with one another. The Method of Multiple Scales (MMS) and Reduced Order Model (ROM) up …

The Effects Of Livestock On Mosquito Diversity And Abundance In Hidalgo County, Taylor Nicole Moya

Theses and Dissertations

Mosquitoes are detrimental to animals and threaten humans. More information is needed on how farm animal presence may impact mosquito abundance and diversity at farms. My goal in this study is to determine if there is any correlation between animal abundance or diversity on a farm and the abundance and diversity of mosquitoes collected. Hidalgo County, Texas, has a subtropical desert climate, ideal for mosquitoes. I hypothesized that the mosquito abundance and diversity indices would increase as the livestock abundance or diversity increases. Adult mosquitoes were collected using two CO2-baited light traps per farm from Spring 2022 to Fall 2022. …

Structure Modifications And Alternative Monitoring Designs Of Wildlife Road Mitigation Structures, Madison T. Nadler

Theses and Dissertations

Wildlife mitigation structures are designed to keep animals off roadways while providing them safe passage to the other side and not impeding traffic flow. Camera traps are commonly used to assess the success of these mitigation structures, but there are downfalls to both the methods and structures. Alternative mitigation structure designs are needed to better prevent wildlife from accessing roadways in areas where they should be deterred. Additionally, traditional camera trapping methods do not accurately capture the full wildlife communities that may be utilizing these structures and other survey methods are needed, specifically aimed at small mammals, amphibians, and reptiles. …

Implementing Organic Fertilization Practices To Improve Aloe Vera Growth And Soil Health In The Lower Rio Grande Valley, Isaiah Edward Jaramillo

Theses and Dissertations

Aloe vera (L.) (Aloe) Burm. f., is valued for its applications across the cosmetic, medicinal, and food industries due to its leaf gel. In the aloe industry, the extraction of gel from leaves generates significant quantities of organic waste, which presents an opportunity to repurpose this material as an amendment in aloe cultivation. While Aloe is renowned for its resilience, understanding the feasibility of using these organic shavings as a soil fertility amendment in aloe production is critical. This research aims to identify sustainable fertilization methods for Aloe that can maintain and/or improve crop yield while enhancing soil health. This …

Theoretical Insights And Analysis Into Luneburg Lens, Aram Flores

Theses and Dissertations

Advancements in wireless communications necessitate innovative antenna designs for radar systems and satellite communications. The Luneburg lens, theorized by Rudolf Luneburg in 1944, is a gradient-index lens capable of focusing electromagnetic waves onto a point on its surface, offering potential improvements in antenna gain and performance. Access to the lenses, courtesy of Assured Space Access Incorporated, enabled me to research the lenses response, and specific design details remain confidential. Practical assessments of 3D-printed Luneburg lenses of varying sizes are limited, including factors such as lens alignment and focal point offset. This study investigates the performance of 6-inch and 13.25-inch Luneburg …

Online Learning Communities And Secondary Educators' Tech-Enhanced Instructional Practices: A Correlational Study, Oscar R. Carrera

Theses and Dissertations

This correlational study investigated how secondary educators' engagement in online learning communities relates to their tech-enhanced instructional practices, a relationship that gained importance following the COVID-19 pandemic's acceleration of educational technology adoption. Through the lens of Keller's ARCS Model of Motivation (Keller, 1987) and demographic analysis, the research examined three key aspects: the relationship between community engagement and tech-enhanced instructional practices, demographic predictors of engagement, and correlations between ARCS motivational components and engagement. Data collected through a cross-sectional survey of 115 secondary educators revealed a statistically significant moderate positive correlation between engagement in online learning communities and tech-enhanced instructional practices. …

Enhancing Educator Technology Skills In The Digital Age: A Comparative Analysis Of Video And Screenshot Microlesson Professional Development, Brittni Knebel Kalich

Theses and Dissertations

This study examined video and screenshot microlesson formats as a technology professional development for enhancing educators’ technology skills. As educators face increasing demands for technology proficiency in the twenty-first century classroom, this study was conducted to help address a need for further investigation into whether screenshot or video microlessons can serve as effective PD tools for teachers (Bowman, Vongkulluksn, Jiang, and Xie, 2020). Using a comparative design, this study evaluated three groups: one receiving video microlessons, another receiving screenshot-based microlessons, and a control group receiving no lesson. Data were collected through post test scores (multiple choice questions), a Likert-scale survey, …

Examining Hispanic Beginning Farmers And Ranchers In The Rio Grande Valley Through A Community Capitals Framework, Perla Kimberly Schrock

Theses and Dissertations

While existing literature addresses the experiences of beginning farmers and ranchers (BFR), there is a notable gap in research focused on Hispanic beginning farmers and ranchers (HBFR). This study aimed at exploring the unique experiences of HBFR in a predominantly Hispanic region, the Rio Grande Valley (RGV), employed the Community Capitals Framework (Flora et al., 2016). I conducted 16 semi-structured interviews with HBFR and local nonprofit organizations and federal employees, complemented by participant observations. Through thematic and content analysis of the interview transcripts, findings revealed valuable insights into the livelihoods of HBFR. Despite HBFR facing significant challenges, this study demonstrated …

Leveraging A Community Of Practice To Advance Stem Education Reform And Promote Teacher And Student Self-Efficacy, Ruth Renee Colyer

Theses and Dissertations

This dissertation examined the impact of the CREST-MECIS community of practice on K-12 STEM teachers and undergraduate and graduate students, addressing the urgent need for innovative approaches in science education to meet the challenges of the 21st century. The study was grounded in response to three primary problem statements: 1) the significant learning losses and socio-emotional challenges stemming from the COVID-19 pandemic, 2) the inadequacy of traditional instructional methods in post-pandemic classrooms, and 3) the need for culturally relevant and inclusive teaching practices that acknowledge students’ lived experiences. Data were collected through pre- and post-interviews, survey analyses, and qualitative feedback …

Community Reintegration Of Previously Incarcerated Individuals From A Virtue Perspective, Cindy Noemi Hernandez

Theses and Dissertations

Community reintegration is one of the most important indicators that determine the success of previously incarcerated individuals’ rehabilitation. It is influenced by several factors such as support, attitudes, strengths, and virtues. One emerging area of study that can be related to community reintegration is virtue. The concept of virtue has received increasing attention in rehabilitation research, focused on how one’s virtuous pursuit of excellence improves well-being and adaptation (Kim et al., 2016). In that community reintegration is a type of life adjustment, virtue can be related to community reintegration. The present study examined community reintegration and perceived support of previously …

The Role Of Hope In Recovery From Sexual Assault For Hispanic Women, Esmeralda Rivera

Theses and Dissertations

Despite a growing amount of academic literature, there is a lack of research examining the levels of hope in Hispanic women recovering from sexual assault trauma. This quantitative survey investigates hope in Hispanic women healing from sexual assault trauma. The Miller Hope Scale (MHS) examines the variations and correlations between degrees of hope and demographic, personal, and self-advocacy factors. The research employs the Trauma Symptom Checklist—40 to investigate the correlation between levels of hope and trauma among women who have undergone sexual assault. Ninety-one Hispanic women from a crisis center in the U.S. were recruited for the study. Descriptive statistics, …

Resonances Of Electrostatically Actuated Non-Uniform Mems Cantilever Resonator Of Constant Width And Linearly Varying Thickness, Rigoberto Flores

Theses and Dissertations

In this investigation the behavior of an electrostatically actuated non-uniform microelectromechanical (MEMS) cantilever resonator of constant width and linearly varying thickness is investigated. The cantilever resonator vibrates using soft AC voltage at near half the first natural frequency of the cantilever and near the first natural frequency of the cantilever, known as primary and parametric resonances, respectively. Bifurcation diagrams for the amplitude-frequency and amplitude-voltage response are obtained for both resonances. Two methods are used in this investigation, namely the Method of Multiple Scales (MMS) and Reduced Order Model (ROM) using up to 6 modes of vibration.

These methods are used …

Comparison Of The Effect Of Heavy Pulls Vs Light Powers On A Subsequent Clean In Trained Athletes, Luke Devirgiliis

Electronic Theses and Dissertations

The sport of weightlifting has been competed since the first modern Olympiad. Competition in weightlifting consists of 3 attempts the snatch and clean and jerk declared by the athlete and their coach prior to the starting of the lift. While waiting for the athlete’s lift, waiting periods can change and warm up attempts may need to be adjusted. Often, coaches prescribe either a complete “light power” or partial “heavy pull” repetition of the competed movement during a long wait. Previous literature indicates that a heavier stimulus may cause a “post-activation potentiation”, or “post-activation performance enhancement” effect on the subsequent lift. …