2023-GenCyber-University of North Texas (open access)

2023-GenCyber-University of North Texas

Data management plan for the grant, "2023-GenCyber-University of North Texas."
Date: 2023-09-08/2025-09-08
Creator: Do, Hyunsook
Object Type: Text
System: The UNT Digital Library
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
CAREER: Developing a Flexible Serverless Multimedia Streaming Cloud Platform (open access)

CAREER: Developing a Flexible Serverless Multimedia Streaming Cloud Platform

Data management plan for the grant, "CAREER: Developing a Flexible Serverless Multimedia Streaming Cloud Platform."
Date: 2023-10-01/2026-01-31
Creator: Amini Salehi, Mohsen
Object Type: Text
System: The UNT Digital Library
CICI: UCSS: Secure Containers in High-Performance Computing Infrastructure (open access)

CICI: UCSS: Secure Containers in High-Performance Computing Infrastructure

Data management plan for the grant, "CICI: UCSS: Secure Containers in High-Performance Computing Infrastructure." Ensuring the security and privacy of high-performance computing (HPC) infrastructures is of utmost importance due to their handling of sensitive data and critical scientific computations. HPC infrastructures commonly employ containers, which provide lightweight and isolated environments for running applications. Nevertheless, containers in HPC infrastructures encounter security challenges, including insecure container images and vulnerabilities related to isolation. Existing container image scanners face a major challenge of low coverage, while current container runtimes struggle to ensure both security and performance for HPC workloads simultaneously. This project addresses these challenges by developing secure containers specifically tailored for HPC infrastructures. The project introduces innovative solutions, including the development of an efficient image vulnerability scanner and a secure container runtime.
Date: 2023-08-01/2026-07-31
Creator: Ji, Yuede
Object Type: Text
System: The UNT Digital Library
Collaborative Research: Engaging Blind and Visually Impaired Youth in Computer Science through Music Programming (open access)

Collaborative Research: Engaging Blind and Visually Impaired Youth in Computer Science through Music Programming

Data management plan for the grant, "Collaborative Research: Engaging Blind and Visually Impaired Youth in Computer Science through Music Programming."
Date: 2023-06-01/2026-05-31
Creator: Ludi, Stephanie
Object Type: Text
System: The UNT Digital Library
Feasibility of PROMIS using computerized adaptive testing during inpatient rehabilitation (open access)

Feasibility of PROMIS using computerized adaptive testing during inpatient rehabilitation

Article describes how there has been an increased significance on patient-reported outcomes in clinical settings. The authors aimed to evaluate the feasibility of administering patient-reported outcome measures by computerized adaptive testing (CAT) using a tablet computer with rehabilitation inpatients, assess workload demands on staff, and estimate the extent to which rehabilitation inpatients have elevated T-scores on six Patient Reported Outcomes Measurement Information System (PROMIS) measures.
Date: May 10, 2023
Creator: Rafiq, Riyad Bin; Yount, Susan; Jerousek, Sara; Roth, Elliot J.; Cella, David; Albert, Mark et al.
Object Type: Article
System: The UNT Digital Library
FlexiChain 3.0: Distributed Ledger Technology-Based Intelligent Transportation for Vehicular Digital Asset Exchange in Smart Cities (open access)

FlexiChain 3.0: Distributed Ledger Technology-Based Intelligent Transportation for Vehicular Digital Asset Exchange in Smart Cities

Article describes how, due to the enormous amounts of data being generated between users, Intelligent Transportation Systems (ITS) are complex Cyber-Physical Systems that necessitate a reliable and safe infrastructure. In this work, the authors explore Distributed Ledger Technology (DLT) and collect data about consensus algorithms and their applicability to be used in the IoV as the backbone of ITS.
Date: April 19, 2023
Creator: Alkhodair, Ahmad; Mohanty, Saraju P. & Kougianos, Elias
Object Type: Article
System: The UNT Digital Library
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs (open access)

FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs

Article describes how today's large-scale scientific applications running on high-performance computing (HPC) systems generate vast data volumes. Thus, data compression is becoming a critical technique to mitigate the storage burden and data-movement cost. In this paper, the authors develop a fast and high- ratio error-bounded lossy compressor on GPUs for scientific data (called FZ-GPU).
Date: August 7, 2023
Creator: Zhang, Bouyan; Tian, Jiannan; Di, Sheng; Yu, Xiaodong; Feng, Yunhe; Liang, Xin et al.
Object Type: Article
System: The UNT Digital Library
Graduate Research Fellowship Program (GRFP): Ali Yar Khan (open access)

Graduate Research Fellowship Program (GRFP): Ali Yar Khan

Data management plan for the grant, "Graduate Research Fellowship Program (GRFP)" for Ali Yar Khan.
Date: 2023-09-15/2028-08-31
Creator: Oppong, Joseph R. & Khan, Ali Yar
Object Type: Text
System: The UNT Digital Library
Increasing Skills in Accessibility through Integration in the Undergraduate Computer Science and Information Technology Curricula (open access)

Increasing Skills in Accessibility through Integration in the Undergraduate Computer Science and Information Technology Curricula

Data management plan for the grant, "Increasing Skills in Accessibility through Integration in the Undergraduate Computer Science and Information Technology Curricula."
Date: 2023-05-01/2026-04-30
Creator: Ludi, Stephanie
Object Type: Text
System: The UNT Digital Library
IUCRC Phase I University of North Texas: Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT) (open access)

IUCRC Phase I University of North Texas: Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT)

Data management plan for the grant "IUCRC Phase I University of North Texas: Center for Electric, Connected and Autonomous Technologies for Mobility (eCAT)."
Date: 2023-03-15/2028-02-29
Creator: Fu, Song
Object Type: Text
System: The UNT Digital Library
NextGen-Malloc: Giving Memory Allocator Its Own Room in the House (open access)

NextGen-Malloc: Giving Memory Allocator Its Own Room in the House

Article describes how memory allocation and management have a significant impact on performance and energy of modern applications. The authors observe that performance can vary by as much as 72% in some applications based on which memory allocator is used, and in this paper, the authors make a case for offloading memory allocation (and other similar management functions) from main processing cores to other processing units to boost performance, reduce energy consumption, and customize services to specific applications or application domains.
Date: June 22, 2023
Creator: Li, Ruihao; Wu, Qinzhe; Kavi, Krishna M.; Mehta, Gayatri; Yadwadkar, Neeraja J. & John, Lizy Kurian
Object Type: Article
System: The UNT Digital Library
NRPreTo: A Machine Learning-Based Nuclear Receptor and Subfamily Prediction Tool (open access)

NRPreTo: A Machine Learning-Based Nuclear Receptor and Subfamily Prediction Tool

Article asserts that the nuclear receptor (NR) superfamily includes phylogenetically related ligand-activated proteins, which play a key role in various cellular activities. The authors developed Nuclear Receptor Prediction Tool (NRPreTo), a two-level NR prediction tool with a unique training approach where in addition to the sequence-based features used by existing NR prediction tools, six additional feature groups depicting various physiochemical, structural, and evolutionary features of proteins were utilized.
Date: May 30, 2023
Creator: Madugula, Sita Sirisha; Pandey, Suman; Amalapurapu, Shreya & Bozdag, Serdar
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
PPAD: a deep learning architecture to predict progression of Alzheimer’s disease (open access)

PPAD: a deep learning architecture to predict progression of Alzheimer’s disease

Article asserts that Alzheimer’s disease (AD) is a neurodegenerative disease that affects millions of people worldwide. The authors of the article propose two deep learning architectures based on RNN, namely Predicting Progression of Alzheimer’s Disease (PPAD) and PPAD-Autoencoder.
Date: June 30, 2023
Creator: Olaimat, Mohammad Al; Martinez, Jared; Saeed, Fahad & Bozdag, Serdar
Object Type: Article
System: The UNT Digital Library
SaTC: CORE: Small: Customizable Geo-Obfuscation to Protect Users' Location Privacy in Mobile Crowdsourcing (open access)

SaTC: CORE: Small: Customizable Geo-Obfuscation to Protect Users' Location Privacy in Mobile Crowdsourcing

Data management plan for the grant, "SaTC: CORE: Small: Customizable Geo-Obfuscation to Protect Users' Location Privacy in Mobile Crowdsourcing."
Date: 2023-07-01/2026-06-30
Creator: Qiu, Chenxi
Object Type: Text
System: The UNT Digital Library
SaTC: CORE: Small: Probing Fairness of Ocular Biometrics Methods Across Demographic Variations (open access)

SaTC: CORE: Small: Probing Fairness of Ocular Biometrics Methods Across Demographic Variations

Data management plan for the grant, "SaTC: CORE: Small: Probing Fairness of Ocular Biometrics Methods Across Demographic Variations."
Date: 2023-08-01/2024-10-31
Creator: Rattani, Ajita
Object Type: Text
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
SUPREME: multiomics data integration using graph convolutional networks (open access)

SUPREME: multiomics data integration using graph convolutional networks

Article states that, to pave the road towards precision medicine in cancer, patients with similar biology ought to be grouped into same cancer subtypes. On breast cancer subtyping, unlike existing tools, SUPREME generates patient embeddings from multiple similarity networks utilizing multiomics features and integrates them with raw features to capture complementary signals.
Date: June 28, 2023
Creator: Kesimoglu, Ziynet Nesibe & Bozdag, Serdar
Object Type: Article
System: The UNT Digital Library
Travel: NSF Student Travel Grant for 2023 Great Lakes Bioinformatics Conference (GLBIO) (open access)

Travel: NSF Student Travel Grant for 2023 Great Lakes Bioinformatics Conference (GLBIO)

Data management plan for the grant "Travel: NSF Student Travel Grant for 2023 Great Lakes Bioinformatics Conference (GLBIO)"
Date: 2023-05-01/2024-04-30
Creator: Bozdag, Serdar
Object Type: Text
System: The UNT Digital Library
[Untitled NSF Grant Data Management Plan For Dr. Mohsen Amini Salehi] (open access)

[Untitled NSF Grant Data Management Plan For Dr. Mohsen Amini Salehi]

Data management plan for a NSF grant with a name that has not been determined.
Date: 2023-12-13/2024-12-12
Creator: Amini Salehi, Mohsen
Object Type: Text
System: The UNT Digital Library
Visual object tracking: Progress, challenge, and future (open access)

Visual object tracking: Progress, challenge, and future

Article discusses how visual object tracking aims to continuously localize the target object of interest in a video sequence. To provide the community an overview, in this commentary, the authors discuss visual tracking from different aspects.
Date: February 21, 2023
Creator: Zhang, Libo & Fan, Heng
Object Type: Article
System: The UNT Digital Library