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Improving Text Classification with Large Language Model-Based Data Augmentation

Description: The authors assert that previous studies approach data augmentation by either rewriting the existing dataset with ChatGPT or generating entirely new data from scratch. This study investigates the application of both methods to two datasets, a general-topic dataset and a domain-specific dataset.
Date: June 28, 2024
Creator: Zhao, Huanhuan; Chen, Haihua; Ruggles, Thomas A.; Feng, Yunhe; Singh, Debjani & Yoon, Hong-Jun
Item Type: Refine your search to only Article
Partner: UNT College of Information
open access

TA-RNN: an attention-based time-aware recurrent neural network architecture for electronic health records

Description: In this article the authors propose two interpretable DL architectures based on RNN, namely time-aware RNN (TA-RNN) and TA-RNN-autoencoder (TA-RNN-AE) to predict patient’s clinical outcome in EHR at the next visit and multiple visits ahead, respectively. For interpretability, the authors propose employing a dual-level attention mechanism that operates between visits and features within each visit.
Date: June 28, 2024
Creator: Al Olaimat, Mohammad & Bozdag, Serdar
Item Type: Refine your search to only Article
Partner: UNT College of Engineering
open access

Climate, food and humans predict communities of mammals in the United States

Description: This article states that the assembly of species into communities and ecoregions is the result of interacting factors that affect plant and animal distribution and abundance at biogeographic scales. Here, the authors empirically derive ecoregions for mammals to test whether human disturbance has become more important than climate and habitat resources in structuring communities.
Date: June 27, 2024
Creator: Kays, Roland & McCain, Craig
Item Type: Refine your search to only Article
Partner: UNT College of Science

[Annette Becker & Peggy Sagers]

Description: Photograph of UNT College of Visual Arts and Design board member and host of the PBS show Fit 2 Stitch Peggy Sagers and UNT Texas Fashion Collection director Annette Becker, behind-the-scenes filming an episode for the 2025 season featuring the TFC. The photos is on a set in the AMC Studios in Dallas, TX.
Date: June 26, 2024
Creator: Becker, Annette
Item Type: Refine your search to only Photograph
Partner: UNT Libraries Special Collections
open access

Elite class self-interest, socioeconomic inequality and U.S. population health

Description: This article asserts that class-based perspectives on the persistent social gradients in health within modern welfare states largely focus on the adverse consequences of unfettered neoliberalism and entrenched meritocratic socioeconomic selection. The authors conclude that sociological theories of elite class self-interest usefully complement theories of the psychosocial effects of neoliberalism and of meritocratic social selection while answering recent calls for research on the role advantage… more
Date: June 26, 2024
Creator: Ignatow, Gabriel & Gutin, Iliya
Item Type: Refine your search to only Article
Partner: UNT College of Liberal Arts & Social Sciences

[Peggy Sagers filming a promo]

Description: Photograph of UNT College of Visual Arts and Design board member and host of the PBS show Fit 2 Stitch, Peggy Sagers, behind-the-scenes filming a promo for an episode for the 2025 season featuring the UNT Texas Fashion Collection. Peggy stands between TFC designs by Calvin Klein and Lilli Wolff, on a set in the AMC Studios in Dallas, TX.
Date: June 26, 2024
Creator: Becker, Annette
Item Type: Refine your search to only Photograph
Partner: UNT Libraries Special Collections
open access

Regulating the Data Market: The Material Scope of American Consumer Data Privacy Law

Description: This article compares the material scope of several comprehensive consumer data privacy (or data protection) laws enacted recently in the United States, both with each other and with the European Union’s General Data Protection Regulation (“GDPR”). The authors' comparative analysis covers five broad state consumer data privacy laws enacted and in effect as of the end of 2023, specifically those adopted in California, Virginia, Colorado, Utah, and Connecticut.
Date: June 26, 2024
Creator: Newell, Bryce Clayton; Purtova, Nadezhda; Moon, Young Eun & Paterson III, Hugh J.
Item Type: Refine your search to only Article
Partner: UNT College of Information
open access

Biophotons: A Hard Problem

Description: In this article the authors present their experimental work on the biophotons coming from germinating seeds, the main experimental results, and some new methods they are using to analyze the data to open the door for interpretative models of this phenomenon clarifying its function in the regulation and communication between cells and living organisms. They also discuss ideas on how to increase the signal-to-noise ratio of the measured signal to open up new experimental possibilities that allow … more
Date: June 25, 2024
Creator: De Paolis, Luca; Francini, Roberto; Davoli, Ivan; De Matteis, Fabio; Scordo, Alessandro; Clozza, Alberto et al.
Item Type: Refine your search to only Article
Partner: UNT College of Science

[Community partners night meeting]

Description: Photograph at the Dallas Holocaust and Human Rights Museum, during a community partners night organized in conjunction with the shoe exhibition "Walk This Way." The UNT Texas Fashion Collection served as an exhibition community partner, and TFC staff and interns (pictured behind the table and to the right of the speaker) attended.
Date: June 25, 2024
Creator: Becker, Annette
Item Type: Refine your search to only Photograph
Location: 32.780754 -96.807929
Partner: UNT Libraries Special Collections

[Community partners night with Texas Fashion Collection staff]

Description: Photograph at the Dallas Holocaust and Human Rights Museum, during a community partners night organized in conjunction with the shoe exhibition "Walk This Way." The UNT Texas Fashion Collection served as an exhibition community partner, and TFC staff and interns attended. Pictured (left diagonal): TFC director Annette Becker, intern Ainsley Imparato (from Smith College), intern Naya Oswalt (UNT history undergrad), intern Heather Breslin (UNT history grad student); (center diagonal) student assi… more
Date: June 25, 2024
Creator: Becker, Annette
Item Type: Refine your search to only Photograph
Location: 32.780754 -96.807929
Partner: UNT Libraries Special Collections
open access

Introduction to LiDAR Remote Sensing

Description: This chapter first introduces the ranging and radiation principles of LiDAR. They are expressed by the LiDAR ranging equation and the LiDAR radiative transfer equation, respectively.
Date: June 24, 2024
Creator: Cheng, Wang; Yang, Xuebo; Xi, Xiaohuan; Nie, Sheng & Dong, Pinliang
Item Type: Refine your search to only Book Chapter
Partner: UNT College of Science
open access

Introduction to LiDAR Remote Sensing

Description: This chapter briefly introduces the origin, characteristics, classification, and development history of LiDAR, as well as the LiDAR system composition. The mainstream commercial LiDAR equipment and data processing software are presented.
Date: June 24, 2024
Creator: Wang, Cheng; Yang, Xuebo; Xi, Xiaohuan; Nie, Sheng & Dong, Pinliang
Item Type: Refine your search to only Book Chapter
Partner: UNT College of Science
open access

Pecan Shell Derived Activated Carbon for High-Electrochemical Performance Supercapacitor Electrode

Description: In this article the authors use a self-activation process, an environmentally benign and low-cost process, to produce high-performance activated carbon (AC). It is believed that the high-efficiency PSAC synthesized from the novel self-activation method could provide a practical route to environmentally friendly and easily scalable supercapacitors.
Date: June 24, 2024
Creator: Zou, Sarah J.; Patel, Mumukshu D.; Smith, Lee M.; Cha, Eunho; Shi, Sheldon & Choi, Wonbong
Item Type: Refine your search to only Article
Partner: UNT College of Engineering
captions transcript

Tranformative Open Data Practices: TXST Inaugural Open Datathon

Description: Video recording of the second session of the Open Access Speaker Series. This session focuses on the organizing and hosting of Texas State University's inaugural Open Datathon. The Datathon was intended to promote Open Data, engage with students and faculty, and provide an opportunity for students to create and share original research. This session was held virtually, and it was organized as part of the Open Access Symposium.
Date: June 20, 2024
Duration: 56 minutes 33 seconds
Creator: Zhou, Xuan
Item Type: Refine your search to only Video
Partner: University of North Texas
open access

Swimming Performance Assessments of Fish Species of Greatest Conservation Need to Inform Future Stream Crossing Designs in Texas

Description: This article focused on four fish species of greatest conservation need (SGCN) native to the Edwards Plateau Ecoregion, namely the Guadalupe Bass, Guadalupe Roundnose Minnow, Guadalupe Darter, and Plateau Shiner. The authors' primary aim was to aid in the design of future culverts associated with stream crossings so that the water velocities through these structures do not exceed the swimming capacities of the SGCN fishes.
Date: June 18, 2024
Creator: Emadi, Cameron M.; Bean, Preston T. & Mager, Edward M.
Item Type: Refine your search to only Article
Partner: UNT College of Science
open access

FY 2021-2023 Progress Report on Pioneering the Future Advanced Computing Ecosystem: A Strategic Plan

Description: This report outlines a federal strategic plan for a whole-of-nation approach to pioneering the future national advanced computing ecosystem (FACE), and summarizes the progress of implementation of FACE for the fiscal years 2021-2023.
Date: June 14, 2024
Creator: United States. Office of Science and Technology. National Science and Technology Council (U. S.).
Item Type: Refine your search to only Report
Partner: UNT Libraries Government Documents Department
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