Digital Commons Network^™

Enhancing It Security Management With An Advanced Intrusion Detection System Based On Machine Learning And Explainable Ai, Hanan Aslam Al Zubaidi

Theses

The fast changing landscape of cyber threats continues to challenge the development of strong and reliable security frameworks for IT management systems. Traditional defense tools, such as Intrusion Detection Systems (IDS), often struggle to keep up with today's advanced and constantly evolving attack methods. This thesis explores these ongoing challenges and looks into how machine learning (ML) and explainable artificial intelligence (XAI) can be used to boost IDS performance.

The research outlines a smart, adaptive system that combines supervised learning for real-time threat detection, unsupervised models for anomaly analysis, and proactive defense strategies. The goal is to improve detection accuracy, …

Strategies For Increasing Methane Removal In Methanotroph Stirred-Tank Reactors For The Production Of Ectoine, Jaden Storrer, Tansley M. Mazurkiewicz, Bodee Hancock, Ronald C. Sims

Biological Engineering Student Research

Methane is a potent greenhouse gas that requires its emissions to be mitigated. A significant source for methane emissions is in the form of the biogas that is produced from anaerobic digestion in wastewater reclamation and landfill facilities. Biogas has a high valorization potential in the form of its bioconversion into ectoines, an active ingredient in skin care products, by halotolerant alkaliphilic methanotrophs. Cultures of Methylotuvimicrobium alcaliphilum 20Z were grown in bench scale stirred-tank reactors to determine factors to improve methane uptake and removal. Tangential flow filtration was also implemented for a bio-milking method to recover ectoine from culture media. …

Ceo-Board Political Alignment And Firm Performance: An Examination Of Declines From Homogeneity That Are Mitigated By Ceo Psychological Traits, James Grabowski, Christina Robichaud, David B. Wangrow

Management Faculty Research and Publications

As people group themselves by their political ideologies, ideological alignment is likely to occur in workgroups—including boards of directors. While some research highlights positive outcomes from shared group characteristics, homogeneity can also hinder decision-making due to fewer perspectives being considered, limited sharing of non-conforming information, and narrowed problem solving. Building from prior research, we contend that substantial political alignment between a CEO and board members aligns them toward a common cognition, which fosters negative effects associated with homogeneity and subsequently reduces firm performance. We further contend that these performance reductions can be mitigated by psychological traits associated with managerial discretion. …

Synthetic Data Generation Of Health And Demographic Surveillance Systems Data: A Case Study In A Low-And Middle-Income Country, Dorcas Mwigereri, Nigel Kamotho, Akbar Waljee, Ryan Rego, Eileen Weinheimer-Haus, Farhana Alarakhiya, Anthony Ngugi, Nicholson Price, Ji Zhu, Stephen Wong

Population Health, East Africa

Objective To evaluate effectiveness of open-source generative models in producing high-quality tabular synthetic data using a Health and Demographic Surveillance System (HDSS) dataset from rural Kenya, as a proof of concept in a low- and middle-income (LMIC) setting.

Materials and Methods Three open-source models (CTGAN, TableGAN, and CopulaGAN) were used to generate synthetic data from the Kaloleni/Rabai HDSS dataset. To assess the quality of the synthetic datasets generated by each model, we performed fidelity, utility, and privacy tests.

Results CTGAN outperformed the other models, producing synthetic data that closely mirrored the statistical properties of the real dataset while preserving privacy. …

Outcomes And Patterns Of Relapse Of Npm1 Mutated Acute Myeloid Leukemia Treated With Venetoclax Based Therapies, Wei-Ying Jen, Sanam Loghavi, Alexandre Bazinet, Alex Bataller, Ian Bouligny, Naval G Daver, Ghayas C Issa, Naszrin Arani, Emmanuel Almanza Huante, Abhishek Maiti, Guillermo Montalban-Bravo, Gautam Borthakur, Nicholas J Short, Sherry Pierce, Elias Jabbour, Guillermo Garcia-Manero, Farhad Ravandi, Hagop M Kantarjian, Courtney D Dinardo, Tapan M Kadia

Faculty, Staff and Student Publications

No abstract provided.

Brain-Wide Patterns Of Crf Receptor 1 Expression In The Transgenic Crfr1-Cre-2a-Tdtom Rat, Douglas S Engelke, Lierni Ugartemendia, Jonathan Tao, Shivakumar Rajamanikam, Fabricio H Do Monte, Nicholas J Justice

Faculty, Staff and Student Publications

The ability to manipulate neurons that express corticotropin-releasing factor (CRF) or its receptors has led to many new discoveries about how CRF signaling modulates stress-related behaviors in mice. However, similar advances in rats have been limited by the lack of reporter lines targeting CRF receptors, restricting access to behavioral paradigms that are more suitable for, or specific to, rats. Here, we provide an extensive neuroanatomical characterization of a recently generated CRFR1-Cre rat. We show that Cre and tdTomato are expressed in a pattern that closely aligns with previously reported CRFR1 expression patterns, as determined by in situ hybridization in rats …

Multi-Modal Spatial Characterization Of Tumor Immune Microenvironments Identifies Targetable Inflammatory Niches In Diffuse Large B Cell Lymphoma, Yibo Dai, Atish Kizhakeyil, Dai Chihara, Xubin Li, Yunhe Liu, Tania Patricia Sainz Zuniga, Ashley Wilson, Jared Henderson, Daniil Vibe, Arman Petrosyants, Connor Jacobson, Alexander Sarachakov, Krystle Nomie, Kirill Kryukov, Aleksander Bagaev, Ayushi Chauhan, Jason R Westin, Christopher R Flowers, Francisco Vega, Linghua Wang, Michael R Green

Faculty, Staff and Student Publications

Diffuse large B cell lymphomas (DLBCLs) are a heterogeneous group of malignancies that can arise in lymph nodes or extranodal locations, including immune-privileged sites. Here, we applied highly multiplexed spatial transcriptomics and proteomics together with genomic profiling to characterize the immune microenvironment architecture of 78 DLBCL tumors. We define seven distinct cellular niches, each characterized by unique cellular compositions, spatial organizations and patterns of intercellular communication associated with niche-specific phenotypes of both T cells and tumor B cells. Among these, DLBCLs from immune-privileged sites showed abundant T cell infiltration into diffuse niches, where immune cells were intermixed with tumor B …

Basal Cell Carcinoma Risk Prediction In Survivors Of Childhood Cancer, Cindy Im, Christina Boull, Zhe Lu, Kenneth Liao, Hasibul Hasan, Linwan Xu, Yadav Sapkota, Rebecca M Howell, Michael A Arnold, Miriam R Conces, Ashley J Housten, Judith Gebauer, Thorsten Langer, Jop C Teepen, Leontien C M Kremer, Louis S Constine, Yutaka Yasui, Melissa M Hudson, Kirsten K Ness, Gregory T Armstrong, Joseph P Neglia, Yan Yuan, Lucie M Turcotte

Faculty, Staff and Student Publications

Background: Survivors of childhood cancer face excess risk of developing basal cell carcinoma. Age-specific basal cell carcinoma risk prediction models for survivors may support targeted screening recommendations.

Methods: We developed models predicting basal cell carcinoma risk by ages 40 and 50 years featuring detailed cancer treatment predictors, utilizing statistical and machine-learning algorithms and data from 23 166 five-year survivors in the Childhood Cancer Survivor Study, a multi-institutional retrospective cohort study. Selected models were externally validated in 5314 survivors in the St Jude Lifetime Cohort. Model discrimination and precision were evaluated using the area under the receiver operating characteristic curve (AUROC) …

A Novel Approach For Neutrosophic Complete Graph And Neutrosophic Excellent Domination, Murugan Raji, Ponnaiah Tharaniya, Surapati Pramanik, G. Prabhu

Neutrosophic Sets and Systems

No abstract provided.

A Practice-Based Framework For Teaching Geography At The Secondary Level, Kyle F. Tredinnick

Department of Geography: Dissertations, Theses, and Student Research

Further work is necessary to carry out the goals set forth in geography education initiatives like the Geography for Life: National Geography Standards and Road Map for 21^st Century Geography Education Project. Methods to communicate the focus of geographic lessons at the secondary level can help guide teachers who are otherwise unaware of the ability for geography to answer questions and develop solutions to problems. Research and development of effective instructional tools to teach geography is needed. This research aims to provide a practice-based model for lesson-development in geography, as supported in academic literature. Input from higher-education faculty …

Hypertension Prevention Program And Its Effects On Blood Pressure Levels Among Young Adults In A Christian Community In Southwest Michigan, Cindel Hollancid

Doctor of Nursing Practice Projects

Background

Although the majority of patients who present are adults over the age of 40 years old; with blood pressures ranging from 140/88 – 190/110 and many times higher readings, it was intriguing and important to assess whether a direct intervention, teaching young adults ages 18 – 39 years the benefits of lifestyle choices would be beneficial as a preventative measure to implement for hypertension reduction patterns as one ages. According to Hinton et al. (2019), hypertension affects 1 in 8 adults between the ages of 20 and 40 years old and is thus common among young people; with the …

Blue Bird: Building The Right Path, Yuanto Kusnadi, Wee Kiat Lim

Research Collection School Of Accountancy

How Indonesia's leading mobility provider pursued twin transformations involving sustainable growth and digitalisation.

Building Confidence For Class Participation, Tamas Makany, Ivy Seow

Research Collection Lee Kong Chian School Of Business

What happens to students’ critical thinking when half the class filters their thoughts through AI? During a recent debate on AI policy in education, one student mentioned they routinely run their ideas through ChatGPT before speaking up. When I asked who else did the same, more than half the class raised their hands.

An Analysis Of How Autistic Burnout Relates To Posttraumatic Stress In Autistic Adults, Antonio F Pagán, Madeline J Bruce, Juliana L Vanderburg, Grace Sattem, Katherine A Loveland, Ron Acierno

Faculty, Staff and Student Publications

This study investigated the relationship between autistic burnout and posttraumatic stress symptoms (PTSS) in trauma-exposed autistic adults without intellectual disability (n = 91). Cross-sectional relationships between autistic burnout (measured by the ABSI), PTSS (PCL-5), depression (PHQ-9), and anxiety (GAD-7) were assessed using Pearson correlations. To examine the distinctiveness of autistic burnout from posttraumatic stress, an exploratory factor analysis was conducted on ABSI and PCL-5 data. A strong correlation was found between autistic burnout and PTSS (r = .70, p < .001), an exploratory factor analysis suggested shared underlying factors. These findings indicate a close relationship between autistic burnout and …

Analysis Of Content Related To Retrograde Cricopharyngeal Dysfunction On Tiktok: Opportunities For Patient Education And Advocacy, Aidan Wright, Nathaniel Hunter, Vivian Jin, Andrew Tritter

Faculty, Staff and Student Publications

Objective: TikTok has experienced exponential growth as a social media platform, with over 1 billion active users. Concurrently, retrograde cricopharyngeal dysfunction (RCPD) has seen a surge in awareness among patients and on social media. Our objective was to characterize the most popular RCPD-related content on TikTok.

Methods: The top 50 videos associated with the following hashtags were analyzed: "RCPD," "noburp," "retrograde cricopharyngeal dysfunction," and "noburpsyndrome." Recorded metrics included views, likes, and comments, along with information regarding the creator's identity, gender, geographical location, and the video's purpose.

Results: One hundred and three videos were included in the final analysis, with a …

Exploring The Impact Of Faculty–Student Interactions Outside The Classroom On The Sense Of Belonging, Engagement, Self-Confidence, And Retention Among Undergraduates In Uae Federal Universities, Mona Malalla Alhammadi

Dissertations

The purpose of this study was to examine the ability of Faculty-Student Interaction (FSI) in influencing students' social and academic outcomes and success. In particular, this study sought to investigate the impact of the informal interactions between faculty members and their students outside the classroom on four student outcomes: Sense of Belonging (SB), Engagement (EG), Self-confidence (SC), and Retention (RT). The participants were 570 undergraduate students who were at their first- and second-year of study from three different UAE federal higher education institutions. The study employed quantitative research design while utilizing an online survey as the main data collection instrument. …

Smart Learning In An Ai-Driven World, Joseph Rene Corbeil, Maria Elena Corbeil

Teaching and Learning Faculty Publications

SMART learning is an approach that combines sustainability, motivation, adaptability, results-oriented practices, and technology enablement. AI-driven SMART learning prioritizes flexibility, cost-efficiency, and knowledge retention, equipping teachers and students with the tools to adapt to an ever-evolving world. By envisioning AI's role in fostering SMART learning attributes, we pave the way for a future where technology and education intertwine to empower learners and redefine teaching practices.

Delayed Presentation Of A Retained Colonic Segment In A Child With Intestinal Failure On Teduglutide, Rachel C Bordelon, Sarah J Varalla, Varaha S Tammisetti, Mohamed M Shahin, Amanda Tchakarov, Essam Imseis, Allison L Speer

Faculty, Staff and Student Publications

Teduglutide is a glucagon-like peptide 2 (GLP-2) analogue that was approved by the United States Food and Drug Administration for the treatment of pediatric (>1 year) intestinal failure due to short bowel syndrome in 2019. GLP-2 analogues promote rapid intestinal adaptation, increasing the absorptive capacity of residual intestine after surgical resection to aid the achievement of enteral autonomy or reduce parenteral nutrition requirements. Despite relatively few reported side effects, there is a theoretical risk of proliferative complications. Here we present an intriguing case of a pediatric patient found to have a decade-long retained, discontinuous segment of colon from a …

Functional Ability Profiles In Beta-Propeller Protein-Associated Neurodegeneration (Bpan), Francesco Gavazzi, Samuel R Pierce, Vanessa Smith, Eric Yang, Julie Skorup, Kristy Pucci, Emma Kotes, Allan M Glanzman, Stacy V Cusack, Todd Levy, Holly Dubbs, Emma Wiener, Sarah Woidill, Joseph Vithayathil, Abbas Jawad, Nivedita Thakur, Laura A Adang

Faculty, Staff and Student Publications

Background: Beta-propeller Protein-Associated Neurodegeneration (BPAN) is a rare neurodevelopmental degenerative disorder caused by pathogenic variants in WDR45 leading to brain iron accumulation. Its rarity and complex clinical course make it difficult to select appropriate clinical outcome assessments (COAs). This study evaluates established COAs for feasibility and effectiveness in capturing BPAN's functional ability profiles exploring cognitive, motor, and behavioral features.

Methods: We performed an observational study. Children were recruited as part of the Myelin Disorders Biorepository Project at the Children's Hospital of Philadelphia. We administered the Gross Motor Function Measure-88 (GMFM-88), the Leiter International Performance Scale (Leiter-3), and the Vineland Adaptive …

Virtual Reality In Esl Teaching And Learning In A Hybrid Learning Environment In The United Arab Emirates, Basma Abdulla Abri

Dissertations

This study examines the impact of Virtual Reality (VR) on the oral proficiency of EFL learners in the UAE context, with exploring the instructors and students’ perspectives on using VR as a language learning tool. The study involved 44 Emirati higher education students enrolled in an English Communications Program divided into a control group using traditional methods, and an experimental group using VR tools for communicative activities. Data collection employed mixed-methods research through questionnaire surveys involving college students and interviews with EFL instructors over a ten-week period. According to the findings, the experimental group demonstrated higher oral proficiency than the …

Reading The Word And The World: Overstanding Literacy In Aboriginal And Chinese Classrooms, Gui Ying Annie Yang-Heim

Faculty Publications - College of Education

This qualitative comparative case study examines how culturally grounded philosophies of education shape the teaching and learning of reading in two cross-cultural contexts—an Aboriginal Australian classroom and urban Chinese elementary schools. Drawing on interpretive and reflexive methodologies, it investigates how Aboriginal and Confucian epistemologies influence literacy practices and how these practices align with or resist dominant, decontextualized models of reading instruction. Data sources include classroom observations, reading assessments, teacher interviews, and researcher reflections. Conceptually framed by Gadamer’s hermeneutics, Bourdieu’s theory of cultural capital, Habermas’s typology of knowledge, and the Caribbean concept of overstanding, this research finds that Aboriginal literacy is …

The Reception Of Fiducia Supplicans As Indicative Of The Paths Of Synodality, Chimaobi Clement Emefu Cssp

Spiritan Horizons

No abstract provided.

Crisis Observatory: Extracting Credible Signals During A Crisis In The Age Of Llms, Kuan-Chieh Lo, Pranav Maneriker, Sriram Sai Ganesh, Dominik Winecki, Kelly Garrett, Ayaz Hyder, Arnab Nandi, Valerie Shalin, Shannon A. Bowen Ph.D., Amit Sheth, Srinivasan Parthasarathy

Publications

Systems for crisis response have required several different models for the analysis of unstructured text, such as identifying needs, locations, topics, routing, and matching of needs with available responders. Large Language Models (LLMs) have replaced task-specific models across various language processing tasks. However, LLMs are known to be limited by their training data, collected before the crisis. In this demo, we explore the use of LLMs for crisis response scenarios with rapidly evolving information environments. We show how the augmentation of these models with external reliable sources of crisis-specific information can help build adaptive systems for response. The demonstration video …

The Irrelevance Of “Peak Fame” On Celebrity Candidate Success, Richard T. Longoria, Dana Reyes

Political Science Faculty Publications

Objective

Does it matter “when” a celebrity runs for office? The political scientists who study celebrity candidates need to consider an important insight from communications and media scholars. Fame is a time-dependent variable. Someone who was famous 40 years ago may no longer be widely known today.

Methods

A list of celebrity political candidates who ran for office in the United States between 1865 and 2022 was created to measure campaign success.

Results

In terms of winning an election, it does not matter whether a celebrity candidate runs at the peak of their fame or waits until decades later. What …

Cerumen Impaction, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

The Functional Connectome Mediates Associations Between Fitness And Cognition Across The Adult Lifespan, Juniad Merchant, Jeremy J. Purcell, Daniel D. Callow, Junyeon Won, Yash Kommula, Samuel Rosenberg, Yi Wei, John L. Woodard, Kristy A. Nielson, Stephen M. Rao, Sally Durgerian, Shuo Chen, J. Carson Smith

Psychology Faculty Research and Publications

Cardiorespiratory fitness (CRF) is increasingly recognized as essential for improving neural and cognitive function, especially in older age. Here, we examined a cross-sectional sample of the Human Connectome Project (HCP) Aging dataset (ages 36–100; N = 378) to test the hypothesis that functional connectivity profiles that are related to CRF are also associated with episodic memory and executive function across middle age and older adults. To test these hypotheses, we first used connectome-based predictive modeling (CPM) to identify functional connections (FCs) that were separately predictive of CRF (2 Minute Walk Test), episodic memory (Rey Auditory Verbal Learning Test), and executive …

Student Engagement In Early Education Classrooms: A Mixed Methods Study Examining Student And Teacher Perspectives, Jill Ann Derosa

Theses & Dissertations

Student disengagement is a persistent issue in U.S. public schools and has been linked to negative outcomes for students. When students are engaged in learning, they are more likely to achieve academic success and socioemotional well-being in school. This study evaluated multiple perspectives on student engagement to gain a deeper understanding of how students and teachers in one school are making sense of engagement in their classrooms. Using a mixed-methods approach, I employed student surveys and conducted focus groups with both students and teachers to gather data on participants’ perceptions of student engagement. The findings from this study highlight that …

Why Stop At One Error? Benchmarking Llms As Data Science Code Debuggers For Multi-Hop And Multi-Bug Errors, Zhiyu Yang, Shuo Wang, Yukun Yan, Yang Deng

Research Collection School Of Computing and Information Systems

LLMs are transforming software development, yet current code generation and code repair benchmarks mainly assess syntactic and functional correctness in simple, single-error cases. LLMs’ capabilities to autonomously find and fix runtime logical errors in complex data science code remain largely unexplored. To address this gap, we introduce DSDBench: the Data Science Debugging Benchmark, the first benchmark for systematic evaluation of LLMs on multi-hop error tracing and multi-bug detection in data science code debugging. DSDBench adapts datasets from existing data science task benchmarks, such as DABench and MatPlotBench, featuring realistic data science debugging tasks with automatically synthesized multi-hop, multi-bug code snippets. …

Discussion Of "Csr And Negative Corporate Events: The Moderating Role Of Managerial Overconfidence", Hye Sun Chang

Research Collection School Of Accountancy

Corporate social responsibility (CSR) refers to the notion that firms are accountable not only to shareholders but also to a broader set of stakeholders including customers, employees, creditors, and the communities in which they operate. Although CSR has long been part of corporate discourse, its prominence has grown with the rise of environmental, social, and governance (ESG) concerns. Today’s consumers and stakeholders are increasingly attentive to issues such as climate change, economic inequality, labor rights, and social justice, prompting firms to align their strategies with evolving societal expectations. Building on this increasingly salient backdrop, Chu et al. (2026), hereafter CCT, …

A Comparison Of Comparisons: Evidence From An International Comparative Study Of 'Smart Cities', Kevin Ward, Teresa Abbruzzese, Tim Bunnell, Paolo Cardullo, I-Chun Catherine Chang, Byron Miller, Ramon Ribera-Fumaz, Haeran Shin, Zachary Spicer, Orlando Woods

Research Collection College of Integrative Studies

Every year the list lengthens of cities with some sort of ‘smart city’ public policy. In some, it emerges as the latest in a long line of urban digital and information communication policies. In others, the introduction of the notion of the ‘smart city’ marks a departure from past approaches to public policy. Additionally, the more studies emerge of actual smart city policies, then the less definitional agreement there seems to be. Nevertheless, that we have witnessed in the last two decades the ‘repeated instance’ of smart cities emerging in cities around the world seems incontrovertible. Like so much urban …