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Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations (open access)

Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations

Article describes how the accurate and efficient determination of hydrologic connectivity has garnered significant attention from both academic and industrial sectors due to its critical implications for environment management. To address these challenges, the focus of the author's study is on detecting drainage crossings through the application of advanced convolutional neural networks.
Date: November 12, 2023
Creator: Zhang, Yicheng; Pandey, Dhroov; Wu, Di; Kundu, Turja; Li, Ruopu & Shu, Tong
Object Type: Article
System: The UNT Digital Library
Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices (open access)

Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices

Article describes how embedded devices, constrained by limited memory and processors, require deep learning models to be tailored to their specifications. This research explores customized model architectures for classifying drainage crossing images.
Date: November 12, 2023
Creator: Li, Yuke; Baik, Jiwon; Rahman, Md Marufi; Anagnostopoulos, Iraklis; Li, Ruopu & Shu, Tong
Object Type: Article
System: The UNT Digital Library
Predicting incident cardiovascular disease among African-American adults: A deep learning approach to evaluate social determinants of health in the Jackson heart study (open access)

Predicting incident cardiovascular disease among African-American adults: A deep learning approach to evaluate social determinants of health in the Jackson heart study

Article describes how the authors' study sought to leverage machine learning approaches to determine whether social determinants of health improve prediction of incident cardiovascular disease (CVD). Participants in the Jackson Heart study with no history of CVD at baseline were followed over a 10-year period to determine first CVD events.
Date: November 10, 2023
Creator: Morris, Matthew C.; Moradi, Hamidreza; Aslani, Maryam; Sims, Mario; Schlundt, David; Kouros, Chrystyna D. et al.
Object Type: Article
System: The UNT Digital Library

Cultivating Cooperation: Creating the Vendor Reciprocity Scale

Presentation on the development of a Vendor Reciprocity Scale (VRS) by the University of North Texas Libraries as a way to download institutional knowledge of patterns of vendor behavior, and the presentation encouraged thoughtful and productive discussion on our collective knowledge surrounding best practices in business partnerships and negotiations as a way to help refine the VRS.
Date: November 8, 2023
Creator: Rodriguez, Allyson; Dawson, Jill; Peebles, Emily & Sterling, Jennifer
Object Type: Presentation
System: The UNT Digital Library
Silicon versus Superbug: Assessing Machine Learning's Role in the Fight against Antimicrobial Resistance (open access)

Silicon versus Superbug: Assessing Machine Learning's Role in the Fight against Antimicrobial Resistance

Article describes how, in his 1945 Nobel Prize acceptance speech, Sir Alexander Fleming warned of antimicrobial resistance (AMR) if the necessary precautions were not taken diligently. This paper explores the applications of ML in predicting and understanding AMR, highlighting its potential in revolutionizing healthcare practices.
Date: November 8, 2023
Creator: Coxe, Tallon & Azad, Rajeev K.
Object Type: Article
System: The UNT Digital Library
Data-Driven Decision-Making and Its Impacts on Education Quality in Developing Countries: A Systematic Review (open access)

Data-Driven Decision-Making and Its Impacts on Education Quality in Developing Countries: A Systematic Review

Article describes how data-driven decision-making (DDDM) technologies are increasingly being utilized, aiming to enhance education quality. Authors assert that this paper examines articles that explore the implementation of DDDM technologies and their effects on education quality.
Date: November 6, 2023
Creator: Alemneh, Daniel Gelaw; Asfaw, Zelalem & Jimma, Worku
Object Type: Article
System: The UNT Digital Library
A Novel ppb-Level Sensitive and Highly Selective Europium-Based Diketone Luminescent Sensor for the Quantitative Detection of Aluminum Ions in Water Samples (open access)

A Novel ppb-Level Sensitive and Highly Selective Europium-Based Diketone Luminescent Sensor for the Quantitative Detection of Aluminum Ions in Water Samples

Article describes how a novel Eu(tta)3([4,4′-(t-bu)2-2,2′-bpy)] complex (tta-thenoyltrifluoroacetone), a ratiometric luminescent-based optical sensor for the quantitative determination of aluminum ion, is synthesized and characterized using XRD and 1H NMR. The sensor reported here is tested for 11 common cations and shows no interference on sensitivity. According to the authors, this is the first known Eu-based luminescence sensor that successfully exhibited the ability to detect aluminum ions in ppb levels in aqueous environments.
Date: November 6, 2023
Creator: Rajitha Perera, Nawagamu A. K.; Shankar, Sindhu K.; Archambault, Cynthia M.; Nesterov, Vladimir N.; Marpu, Sreekar; Yan, Hao et al.
Object Type: Article
System: The UNT Digital Library
Documenting Times of Difficulty and Crisis: University Case Study of Leveraging an App to Gather University Community Memories (open access)

Documenting Times of Difficulty and Crisis: University Case Study of Leveraging an App to Gather University Community Memories

Conference paper examining the deployment of The Keeper App, developed at the University of North Texas (UNT) Libraries, to help students document their daily lives as members of the UNT campus community. Deployed one year before the COVID-19 pandemic hit the world, the Keeper App soon became a means for students and other members of the UNT community to share their experiences from isolation during the time of crisis.
Date: November 3, 2023
Creator: Gieringer, Morgan Davis; Phillips, Mark Edward & Krahmer, Ana
Object Type: Paper
System: The UNT Digital Library
A gene network-driven approach to infer novel pathogenicity-associated genes: application to Pseudomonas aeruginosa PAO1 (open access)

A gene network-driven approach to infer novel pathogenicity-associated genes: application to Pseudomonas aeruginosa PAO1

Article describes how within the genome of a pathogen is the information regarding factors responsible for its pathogenicity. the authors of the article developed a novel pipeline that uses standard protocol in combination with gene co-expression network of a pathogen constructed using publicly available RNA-Seq data sets.
Date: November 3, 2023
Creator: De, Ronika; Whiteley, Marvin & Aza, Rajeev K.
Object Type: Article
System: The UNT Digital Library
Evaluating Nitrogen Management Practices for Greenhouse Gas Emission Reduction in a Maize Farmland in the North China Plain: Adapting to Climate Change (open access)

Evaluating Nitrogen Management Practices for Greenhouse Gas Emission Reduction in a Maize Farmland in the North China Plain: Adapting to Climate Change

Article describes how quantification of the trade-offs among greenhouse gas emissions, yield, and farmers' incomes is essential for proposing economic and environmental nitrogen (N) management strategies for optimizing agricultural production. A four year field experiment was conducted on maize in the North China Plain.
Date: November 2, 2023
Creator: He, Huayun; Hu, Qi; Pan, Feifei & Pan, Xuebiao
Object Type: Article
System: The UNT Digital Library
A general large-scale synthesis approach for crystalline porous materials (open access)

A general large-scale synthesis approach for crystalline porous materials

Article describes how crystalline porous materials such as covalent organic frameworks (COFs) metal-organic frameworks (MOFs) and porous organic changes (POCs) have been widely applied in various fields with outstanding performances. In this work, the authors developed a general approach comprising high pressure homogenization (HPH), which can realize large-scale synthesis of crystalline porous materials including COFs, MOFs, and POCs under benign conditions.
Date: November 2, 2023
Creator: Liu, Xiongli; Wang, An; Wang, Chunping; Li, Jinli; Zhang, Zhiyuan; Al-Enizi, Abdullah M. et al.
Object Type: Article
System: The UNT Digital Library
A globally synthesized and flagged bee occurrence dataset and cleaning workflow (open access)

A globally synthesized and flagged bee occurrence dataset and cleaning workflow

Article describes how species occurrence data is foundational for research, conservation, and science communication, but the limited availability and accessibility of reliable data represents a major obstacle, particularly for insects, which face mounting pressures. The authors harmonized species names, country names, and collection dates and, we added record-level flags for a series of potential quality issues.
Date: November 2, 2023
Creator: Dorey, James B.; Fischer, Erica E.; Chesshire, Paige R.; Nava-Bolaños, Angela; O'Reilly, Robert L.; Bossert, Silas et al.
Object Type: Article
System: The UNT Digital Library
Rankism Survey (open access)

Rankism Survey

Survey created by the UNT Library Council on Diversity and Inclusion (LCDI) exploring if rankism in the UNT Libraries contributes to experiences. It was created based on results from a previous survey, the UNT Libraries' Climate Survey, which identified feelings of belittlement or degradation in the UNT Libraries. The survey was open for responses between November 1, 2023 and November 15, 2023. Results are not included in this document.
Date: November 2023
Creator: University of North Texas. Libraries. Library Council on Diversity and Inclusion.
Object Type: Paper
System: The UNT Digital Library
Scaling Students' Self-Efficacy on Machine Translation Post-Editing: Psychometric Properties of the Scale and Their Associations (open access)

Scaling Students' Self-Efficacy on Machine Translation Post-Editing: Psychometric Properties of the Scale and Their Associations

Article describes how Machine Translation Post-Editing has emerged as a productivity-enhancing practice in the language service industry, where human editors correct the output of machine translation systems. this research paper aims to assess students' self-efficacy in translation learning, specifically in the context of MTPE, and explore the factor structure, psychometric properties, and internal associations of their self-efficacy.
Date: November 1, 2023
Creator: Li, Qing & Huang, Tai-yi
Object Type: Article
System: The UNT Digital Library
Spatial Analysis and visual Communication of Emergency Information through Augmented Reality (open access)

Spatial Analysis and visual Communication of Emergency Information through Augmented Reality

Article describes how during emergencies like fire and smoke or active shooter events, there is a need to address the vulnerability and assess plans for evacuation. This paper presents the development and evaluation of the mobile augmented reality application designed specifically for acquiring spatial analysis, situational awareness, and visual communication.
Date: November 2023
Creator: Sharma, Sharad & Pesaladinne, Rishitha R.
Object Type: Article
System: The UNT Digital Library
Differential effects of soil conservation practices on arthropods and crop yields (open access)

Differential effects of soil conservation practices on arthropods and crop yields

Article describes how many agricultural management tactics, such as reduced tillage, aim to promote biodiversity and ecosystem services. Authors assessed how soil tillage and landscape context affected arthropod biodiversity and crop yield in canola crop fields.
Date: October 31, 2023
Creator: Lichtenberg, Elinor M.; Milosavljević, Ivan; Campbell, Alistair J. & Crowder, David W.
Object Type: Article
System: The UNT Digital Library
Neonatal per- and polyfluoroalkyl substance exposure in relation to retinoblastoma (open access)

Neonatal per- and polyfluoroalkyl substance exposure in relation to retinoblastoma

Article describes how neonatal per- and polyfluoroalkyl substance exposure can disrupt hormonal homeostasis and induce neuro- and immunotoxicity in children. In this exploratory study, we investigated associations between PFAS levels in neonatal dried blood spots and retinoblastoma risk.
Date: October 31, 2023
Creator: Chen, Yixin; Paul, Kimberly C.; Walker, Douglas I.; Jones, Dean P.; Wang, Xuexia; Ritz, Beate R. et al.
Object Type: Article
System: The UNT Digital Library
Doctoral Students' Experiences, Self-Efficacy, and Sense of Belonging Related to Academic Writing in an Online Program (open access)

Doctoral Students' Experiences, Self-Efficacy, and Sense of Belonging Related to Academic Writing in an Online Program

Article describes how the purpose of the author's mixed-methods study was to use social cognitive theory to explore how students in an online Doctor of Education program experience becoming academic writer and to examine trends in students' belonging and writing self-efficacy. This explanatory sequential design study included quantitative data collection via an electronic survey followed by individual and focus group interviews with participants.
Date: October 30, 2023
Creator: Naidoo, Keshrie; Quaynor, Laura & Shen, Yuyang
Object Type: Article
System: The UNT Digital Library
Securing Industrial Control Systems: Components, Cyber Threats, and Machine Learning-Driven Defense Strategies (open access)

Securing Industrial Control Systems: Components, Cyber Threats, and Machine Learning-Driven Defense Strategies

Article describes how Industrial Control Systems (ICS), which include Supervisory Control and Data Acquisition (SCADA) systems, Distributed Control Systems (DCS), and Programmable Logic Controllers (PLC), play a crucial role in managing and regulating industrial processes. This article presents an overview of ICS security, covering its components, protocols, industrial applications, and performance aspects.
Date: October 30, 2023
Creator: Nankya, Mary; Chataut, Robin & Akl, Robert
Object Type: Article
System: The UNT Digital Library
District Office Leadership Supporting Site-Level Teacher Collaborative Teams (open access)

District Office Leadership Supporting Site-Level Teacher Collaborative Teams

Article describes how previous researchers examining professional learning communities (PLCs) claim that effective building-level PLCs improve teacher collaboration and student achievement. Using an online survey, the authors investigated the claim that district office support enhances the success of site-level PLCs.
Date: October 28, 2023
Creator: Voelkel Jr., Robert H.; Johnson, Christie W. & Nadeem, Fiaz
Object Type: Article
System: The UNT Digital Library
Multifaceted Shape Memory Polymer Technology for Biomedical Application: Combining Self-Softening and Stretchability Properties (open access)

Multifaceted Shape Memory Polymer Technology for Biomedical Application: Combining Self-Softening and Stretchability Properties

Article describes how thiol-ene polymers are a promising class of biomaterials with a wide range of potential applications, including organs-on-a-chip, microfluidics, drug delivery, and wound healing. This study investigated the incorporation of di-acrylate chain extenders to improve the stretchability and conformability of those flexible thiol-ene polymers.
Date: October 25, 2023
Creator: Chitrakar, Chandani; Torres, Marc Anthony; Rocha-Flores, Pedro Emanuel; Hu, Qichan & Ecker, Melanie
Object Type: Article
System: The UNT Digital Library
The refractive index of a single atom experienced by a single photon (open access)

The refractive index of a single atom experienced by a single photon

Article describes how the refractive index of a system is often viewed as the collective response of a medium to an electromagnetic field. By studying the propagation of a single photon interacting with a two-level atom, the authors examine the dispersion behavior, calculate the phase and group velocity of the photon wave packet, and further analyze the dispersion experienced by the photon.
Date: October 25, 2023
Creator: Rostovtsev, Yuri V.; Emerick, Jacob & Patnaik, Anil K.
Object Type: Article
System: The UNT Digital Library
Dominant Role of Hole Transport Pathway in Achieving Record High Photoconductivity in Two-Dimensional Metal-Organic Frameworks (open access)

Dominant Role of Hole Transport Pathway in Achieving Record High Photoconductivity in Two-Dimensional Metal-Organic Frameworks

Article describes how metal-organic frameworks with mobile charges have attracted significant attention due to their potential application in photoelectric devices, chemical resistance sensors, and catalysis. The authors report the mechanisms of photoinduced charge transport and electron dynamics in the conductive 2D M−HHTP MOFs and their correlation with photoconductivity using the combination of time-resolved terahertz spectroscopy, optical transient absorption spectroscopy, X-ray transient absorption spectroscopy, and density functional theory calculations.
Date: October 23, 2023
Creator: Wang, Denan; Ostresh, Sarah; Streater, Daniel; He, Peilei; Nyakuchena, James; Ma, Qiushi et al.
Object Type: Article
System: The UNT Digital Library
Hyperemesis gravidarum and the risk of childhood cancer- A case-control study in Denmark (open access)

Hyperemesis gravidarum and the risk of childhood cancer- A case-control study in Denmark

Article describes how only a few studies have reported on the association between hyperemesis gravidarum and the risk of childhood cancer. The authors examined possible associations in this population-based study in Denmark.
Date: October 23, 2023
Creator: Orimoloye, Helen T.; Deng, Chuanjie; Hansen, Johnni; Olsen, Jorn; Saechao, Chai; Ritz, Beate et al.
Object Type: Article
System: The UNT Digital Library