Digital Commons Network^™

Distilled Intelligence At The Edge: An Iot-Driven Deep Learning Architecture For Plant Health Assessment, Malek Garrach

Masters Theses

This project addresses the challenge of image classification for specific plants in indoor farming environments. With a limited dataset, selecting an efficient and cost-effective model becomes crucial.

The traditional approach of using cloud services for model storage and image processing is not only expensive but also inefficient for this use case, especially when considering the continuous flow of data generated by cameras in indoor farming settings. Cloud-based solutions incur high operational costs, which is not ideal for resource-constrained environments. To overcome these limitations and provide a more economical alternative, we propose the use of IoT devices, specifically Raspberry Pi units, …

Ai-Aided Instructional Framework For Multilingual Learners (Aim-Framework), Boulbaba Abdeljaouad

Masters Theses

This thesis presents EduAtlas, a human-centered AI system that integrates a mobile lesson planning application with wearable smart glasses to support teachers in multilingual classroom environments. The system enables teachers to generate structured lesson plans with multilingual scaffolds and receive real-time instructional support during classroom sessions through a wearable interface. Unlike autonomous systems, EduAtlas is designed to operate collaboratively with teachers, who retain control over all AI-generated suggestions.

The lesson planning component uses large language models and multimodal generation to produce standards-aligned lesson plans, visual aids, and multilingual supports. The wearable component utilizes teacher-triggered audio capture to analyze classroom interactions …

Objection Of Parishes To Committee's Disclosure Statemement

Catholic Dioceses in Bankruptcy

No abstract provided.

Patria Laureano V. Attorney General United States Of America

2026 Decisions

Agency

Voices From The Frontline: Mental Health Clinicians’ Experiences And Attitudes Toward Telehealth Modalities, Daisy Ann Auzenne

Walden Dissertations and Doctoral Studies

No abstract provided.

Examination Of Factors To Male Offender Recidivism In Western Missouri, Daryl Long

Walden Dissertations and Doctoral Studies

No abstract provided.

Butte Priority Soils Operable Unit Diggings East Final 100% Remedial Design Package Submittal, Josh Bryson

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Classification Of Phishing Data Using Hybrid Mi-An Feature Selection Method, Damodar Patel, Amit Kumar Saxena, Wutiphol Sintunavarat, Abhishek Dubey

Baghdad Science Journal

Web phishing attacks have been continually evolving over the past few years, which has led customers to lose their trust in online services and e-commerce. To identify phishing data, a variety of methods and systems based on a blacklist of phishing websites are used. However, the rapid development of technology has given rise to increasingly complex techniques for creating user-attracting websites. Therefore, current blacklist-based techniques are unable to identify the recently launched phishing data, such as zero-day phishing websites. Machine learning techniques have been used in several recent studies to detect phishing data and function as an early warning system …

Determination Of Pb(Ii) Ion With A Novel, Highly Efficient Immobilized Arsenazo Iii In A Polymer Matrix, Kholboeva Muyassar, Smanova Zulayho, Madatov O`Tkir, Yusupov Boburjon, Abror Nomozov, Sobirova Fotima, Jalilov Fazliddin, Daminov Oybek

Baghdad Science Journal

In this study, a novel analytical reagent based on arsenazo III immobilized on a polymer matrix composed of polyacrylonitrile, polyethylene polyamine, and dichloroethane (PPD) was developed and applied for the spectrophotometric determination of Pb(II) ions. The proposed method demonstrated standard analytical and metrological characteristics for the highly accurate determination of Pb(II) ions, as evidenced by a relative standard deviation (Sr) of 0.06 and a minimum detectable concentration (C_min) of 0.24 μ g/L. The accuracy and reproducibility of the method were evaluated using Student's t-test and Fisher's F-test. Comparison of the experimental and tabulated values (experiment=1.09; t …

Correction: Misregulated Alternative Splicing In Endometriosis: A Role For Aberrant Mrna Variants In Endometriotic Cell Growth, Venkata Naga Goutham Davuluri, Michelle Dias, Roxanna Llinas, Neha Kamath, Pooja Popli, Shannon M Hawkins, Chandrakant Tayade, Elise T Courtois, Hari Krishna Yalamanchili, Ramakrishna Kommagani

Faculty, Staff and Students Publications

This corrects the article "Misregulated alternative splicing in endometriosis: a role for aberrant mRNA variants in endometriotic cell growth", 149.

The Voice As The Ultimate Microtonal Instrument, Catherine Terrell

University Honors Theses

I wrote several songs in a non-standard tuning system, 19-equal temperament. I define and distinguish 19-equal temperament and 12-equal temperament, then explore why I decided to write in this tuning system. I argue that intonation is a tool composers can implement along with more common musical devices. After describing the methods I used to create this music, I detail how I taught performers to sing it. I then describe and analyze the several works of music I created. Through the compositional process, I found tuning to be a very effective means in expressing musical and poetic ideas.

Toxitarget: A Multi-Omics Database For Toxicant-Responsive Molecular Targets, Ravindra Kumar, Tianyi Fu, Prashant Kumar Kuntala, Benpeng Miao, Shuhua Fu, Daofeng Li, Frederick L Tyson, Marisa S Bartolomei, Cheryl L Walker, Ting Wang, Bo A Zhang

Faculty, Staff and Students Publications

Environmental toxicant exposures can induce widespread alterations in both the transcriptome and epigenome of mammals, and directly contribute to the increased risk of various diseases, including cardiovascular disorders, cancer, and neurological disorders. To evaluate how early-life toxicants produce long-term impacts on the transcriptome and epigenome in mice, the Toxicant Exposures and Responses by Genomic and Epigenomic Regulators of Transcription II (TaRGET II) Consortium generated a landmark resource comprising 3607 multi-omics datasets from longitudinal studies in mice. The molecular changes in responding to distinct environmental toxicants, including arsenic (As), lead (Pb), bisphenol A (BPA), tributyltin (TBT), di-2-ethylhexyl phthalate (DEHP), dioxin (TCDD), …

Frame-Wise Multi-Echo Distortion Correction For Superior Functional Mri, Andrew N Van, David F Montez, Timothy O Laumann, Philip N Cho, Vahdeta Suljic, Noah J Baden, Nadeshka Ramirez-Perez, Kristen M Scheidter, Julia S Monk, Forrest I Whiting, Babatunde Adeyemo, Roselyne J Chauvin, Samuel R Krimmel, Athanasia Metoki, Aishwarya Rajesh, Jarod L Roland, Anxu Wang, Aristeidis Sotiras, Joshua S Shimony, Benjamin P Kay, Scott A Marek, Evan M Gordon, Nico U F Dosenbach, Et Al.

2020-Current year OA Pubs

Functional MRI (fMRI) data are severely distorted by magnetic field (B0) inhomogeneities, which currently must be corrected using separately acquired field map data. However, changes in the head position of a participant across fMRI frames cause changes in the B0 field, preventing accurate correction of geometric distortions. Movement during field map acquisitions corrupts field maps, preventing distortion correction altogether. In this study, we use multi-echo (ME) fMRI data to dynamically sample and correct for magnetic field image distortions caused by head motion. Our distortion correction pipeline, MEDIC (Multi-Echo DIstortion Correction), leverages magnetic field inhomogeneity information found in the difference between …

Conservation Of Construction Materials For Climate Change Adaption: Strategies To Unlock African Potentials, Kolawole Adisa Olonade, Adewumi J. Babafemi, Murtadha A. Tijani, Akindehinde A. Akindahunsi, Yetunde O. Abiodun, Akinropo M. Olajumoke

CSU Journal of Sustainability and Climate Change

Scarce natural resources are utilized substantially to provide the needed global infrastructure requirements. There seems to be a dilemma between development and a carbon-free environment, as the exploration of these resources contributes immensely to climate change due to the emission of greenhouse gases and disruption of the ecosystem. In this paper, an attempt is made to identify various scarce natural resources that are being consumed by the construction industry and their attendant negative impact on climate change is highlighted. Various approaches to conserve construction materials are discussed and the needed infrastructure to be provided is identified. This paper shows that …

Serendipitous, Calculated, And Fated All At Once: My Lead Story, Veronica Murray

Teaching and Learning Together in Higher Education

No abstract provided.

White Clover: An Olde Crop With A Promising Future, P B. Gibson, W E. Knight, G W. Barnett, W A. Cope, J D. Miller

IGC Proceedings (1977-2023)

White clover (Trifolium repens L.) is a widely adapted, important forage legume for grazing in the U.S. The palatability and quality of the forage, the wide adaptation of the plants to growth in different climates and under various grazing conditions and the role it plays in supplying nitrogen to pastures make white clover our finest pasture legume. The use of adapted white clover cultivars should result in large economic gains to the livestock industry in the U.S .A. Beef and dairy farmers would profit from reduced need for nitrogen fertilizer, an extended grazing season, increased forage pro­duction and quality, better …

Preliminary Evaluation Of Legume Germ Plasm In The Cerrados Of Brazil, D Thomas, R P. De Andrade

IGC Proceedings (1977-2023)

In 1978 an evaluation program was initiated to select legumes that (1) grow and produce seed on acid soils under aluminum and water stress, (2) persist under grazing, and (3) tolerate pests and diseases. The work is being conducted at the Cerrados Agricultural Research Center, near Brasilia, at lat 15°S and altitude 1,000 to 1, 100 m . Annual rainfall is 1,500 mm, mostly distributed in a 6-month wet season, and mean annual temperature is 21°C. Nine hundred legume accessions from thirteen genera have now been established as spaced plants on the 2 major soil types of the region. The …

Extra Omnes: Analyzing The United States’ And Ireland’S Methods Of Quelling The Criminal Clergy Sexual Abuse Scourge, Dana Aprigliano

Journal of Catholic Legal Studies

(Excerpt)

In late 2008, an Irish businessman was successful in legally preventing sexual assault claims from being brought against him. In explaining why one “victim” should be discredited, the court cited a threat she made against the businessman to make allegations of a sexual nature against him if he did not pay her a sum of money. In particular, she told him that if he did not pay her, she would “have him . . . ’plastered all over the front of the Evening Herald like those p[e]dophile priests.’ ” Although the businessman was not a priest or, as it …

Philosophical Orientations And Their Influence On Responsive Curriculum Development In Tanzanian Universities, Ibrahim Barnaba Mtweve, Ignasia Mligo, Alcuin Mwalongo

Journal of Curriculum, Teaching, Learning and Leadership in Education

This study aimed to explore how the selected universities in Tanzania apply underlying philosophies to make their curriculum development process more responsive.  Curriculum responsiveness has gained significant importance in university education; however, most universities still struggle to keep pace with the demands of a rapidly evolving society, particularly in social, technological, and labour-market needs. Having a clear understanding of how philosophical orientation affects curriculum development can help create a more flexible and meaningful curriculum. Nevertheless, studies on the impact of philosophical orientation on the development of responsive curricula in Tanzanian universities remain scarce. This study, therefore, aims to fill this …

Tradition And Discretion, Jonathan Green

Florida Law Review

Professor Sherif Girgis’s Dunwody Lecture argues that today’s originalists face a choice between two irreconcilable goals: constraining judges’ moral or policymaking discretion and adhering to the Constitution’s original meaning. In the academy, they’ve generally opted to sacrifice judicial constraint for the sake of fidelity to original law. But the Supreme Court’s originalists are far less comfortable with that move. Where the Constitution’s original meaning is underdetermined, or seems to invite discretionary judgment calls, they’ve looked for other non-originalist tools to tie their hands. According to Girgis, that explains why the Court is increasingly using “tradition,” rather than normative balancing tests, …

Equity's Bruen Moment: Trump V. Casa And Lessons For The Future Of History And Tradition, Jacob D. Charles

Florida Law Review

In Trump v. CASA, the Supreme Court expounded on and applied a methodological framework that mimics the test the Court has recently begun deploying in Second Amendment and other individual rights cases. That test has three primary components: (1) search for historical analogues; (2) apply historical principles; and (3) abjure contemporary concerns that can be labeled “policy” considerations. Bruen’s echoes in CASA are noticeable and telling. So too are the lessons that CASA can teach about how the Court’s approach to history and tradition is continuing to develop.

This Article analyzes CASA as a window into the Court’s …

The Chickasaw Agency, Dawson A. Phelps

Journal of Mississippi History

No abstract provided.

Limits Of Post-Activation Performance Enhancement: Asymmetry Persists Despite Performance Gains, Talia Thompson, Monique Mokha

Journal for Sports Neuroscience

Post-activation performance enhancement (PAPE) protocols are commonly used to improve power, yet their influence on inter-limb force symmetry remains unclear. This study examined the effects of a PAPE protocol on inter- and intra-session symmetry and performance during a countermovement (CMJ. Ten American football players preparing for the National Football League’s draft completed a complex PAPE protocol consisting of two baseline CMJ trials on dual uniaxial force plates, followed by three sets of maximum effort lower-body lifts (e.g., split squats) alternated with two CMJ trials. Jump height (JH), reactive strength index modified (RSImod), and asymmetry indices for concentric impulse (CIA), eccentric …

Measuring The Impact Of Ai-Assisted Language Learning On English Language Education: A Mixed-Methods Study, Abdulrahman Alkhirbash, Vn Vamsidhar Kilari, Abdulrahman Dallak

UB Journal for Humanities

The use of AI tools in English language pedagogy is changing classroom practices by helping to develop students’ communicative competence and confidence and to assist teachers with their teaching tasks. This research examines the efficacy of existing artificial intelligence tools and applications for supporting English language teaching and learning, with a particular focus on the impact they have on the key language domains of speaking, reading, writing, and grammar. It explores how AI tools enhance personalization, instant feedback in language learning as well as addressing challenges such as data privacy, technology dependence and algorithmic bias. The design of this research …

Integrated Methane And Co₂ Emissions Reduction Framework Via Agricultural Transformation, Industrial Methane Valorization, And Profitable Waste-To-Resource Conversion, Amey Krishna Solkar

Defensive Publications Series

This defensive publication describes an integrated framework designed to reduce global anthropogenic methane emissions by over 50% and achieve significant net CO_{2} drawdown. The system shifts climate remediation from reliance on subsidies to self-sustaining, profit-generating operations by embedding commodity production within three core sectors. * **Agricultural Transformation**: Replaces high-methane cattle and paddy farming with integrated aquaculture, agroforestry, and vertical farming. It features a self-regulating nitrogen cycle using co-cultivated *Azolla* and *Lemna* (duckweed) to fix nitrogen and sequester carbon. * **Fossil Fuel Valorization**: Targets oil and gas methane emissions by capturing vented gas for onsite catalytic conversion into high-value commodities, including …

Do Complex Models Matter? Evidence From Multiclass Machine Learning Models In Credit Outlook Prediction, Rashmi Malhotra, Davinder K. Malhotra, Robert Nydick, Nathan Coates

College of Business Faculty Papers

This research explores whether boosting model complexity enhances the forecasting of corporate financial outlook in a multiclass credit outlook setup. Instead of viewing distress as simply a yes-or-no result, companies are divided into negative, neutral, and positive outlook categories to better reflect shifting credit conditions. The study evaluates a parametric baseline against several nonlinear classifiers—including ensemble, kernel-based, and similarity-driven approaches—while applying a consistent validation process and statistical testing. On average, nonlinear models outperform the linear specification in terms of out-of-sample accuracy and provide more homogeneous classification across the three outlook categories. Importantly, they substantially improve the identification of firms with …

Impact Of Eating Disorder Type On General Population Perceptions Of Stigma And Likelihood Of Comorbidity, Gabri Notov, Grace Schroeder, Kaz Skelton, Kevin Summers, Sarah Huff

DU Undergraduate Research Journal Archive

Eating disorders carry a significant risk of mortality, necessitating further research. Previous work has examined how stigma influences treatment seeking in other mental health conditions, creating a potential area for improving disordered eating outcomes. Additionally, prior meta-analyses have discovered high comorbidity of other mental health diagnoses with disordered eating. Some work has attempted to examine the perception of comorbid mental health problems alongside eating disorders, but this construct has not been studied in depth within general populations. To date, no work has simultaneously examined stigmatization and knowledge of common mental health problems with disordered eating in this population. This study …

Effects Of A Complexity-Based Expressive Language Treatment On Comprehension In Children With Down Syndrome: A Preliminary Investigation, Aliese M. Pedro

Theses and Dissertations

This study examined whether a complexity-based expressive morphosyntactic intervention targeting auxiliary BE questions improves morphosyntactic, vocabulary, and narrative comprehension in adolescents with Down syndrome (DS). Two participants (ages 15;11 and 14;2) received intervention delivered over 15 and 12 sessions, respectively, using a structured narrative-based protocol. Comprehension was assessed pre- and post-intervention using the Clinical Evaluation of Language Fundamentals-Fifth Edition (CELF-5) Following Directions subtest, the Peabody Picture Vocabulary Test-Fifth Edition (PPVT-5), the Test of Narrative Language-Second Edition (TNL-2), and the Test of Early Grammatical Impairment (TEGI) Grammaticality Judgment (GJ) task. Results indicate no reliable or clinically significant improvements in comprehension across …

An Exploration Of The Lived Experience Of Married Couples Impacted By Aphasia, Summer Ewell

Theses and Dissertations

People with aphasia and those closest to them experience changes in their lives and relationships due to aphasia. These changes may be particularly impactful for married couples. The aim of this study was to increase understanding of the dynamic and complex experiences of couples impacted by aphasia and to add personal perspectives to the creation of practical treatments and resources. Twenty-eight participants (14 married couples) participated in both individual and couples' semi-structured interviews, resulting in 42 total interviews for analysis. Participants answered open-ended questions about aphasia's influence on the couple's communication and relationship. Interviews were then transcribed orthographically and coded …

Truth, Justness, Falseness, And Lie In The Deweyan Sense, Mathieu Gagnon

Dewey Studies

No abstract provided.