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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
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
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
Detecting Covid-19 chaos driven phishing/malicious URL attacks by a fuzzy logic and data mining based intelligence system
Article analyses the impact of Covid-19 on various cyber-security related aspects.
Date:
June 7, 2022
Creator:
Zahra, Syed Rameem; Chishti, Mohammad Ahsan; Baba, Asif Iqbal & Wu, Fan
Object Type:
Article
System:
The UNT Digital Library
Design and Assessment of a Task-Driven Introductory Data Science Course Taught Concurrently in Multiple Languages: Python, R, and MATLAB
This article is from the 26th ACM Conference on Innovation and Technology in Computer Science Education and discusses the design, effectiveness, and curricular impacts of an introductory data science course focused on practical programming skills and allowing students to concurrently complete the course in Python, R, or MATLAB. Students indicated a preference for the multi-language course design and the course became the recommended first programming course for a newly developed and approved undergraduate data science majors.
Date:
June 26, 2021
Creator:
Xiao, Ting; Greenberg, Ronald I. & Albert, Mark
Object Type:
Article
System:
The UNT Digital Library
Weak-Light Image Enhancement Method Based on Adaptive Local Gamma Transform and Color Compensation
This article proposes a correction method for image enhancement models based on an adaptive local gamma transformation and color compensation inspired by the illumination reflection model. It is demonstrated that the proposed method adaptively reduces the influence of uneven illumination to avoid overenhancement and improves the visual effect of low-light images.
Date:
June 25, 2021
Creator:
Wang, Wencheng; Yuan, Xiaohui; Chen, Zhenxue; Wu, Xiaojin & Gao, Zairui
Object Type:
Article
System:
The UNT Digital Library
Protein functional module identification method combining topological features and gene expression data
Article conducting an intensive study on the problems of low recognition efficiency and noise in the overlapping structure of protein functional modules, based on topological characteristics of PPI network. Developing a protein function module recognition method ECTG based on Topological Features and Gene expression data for Protein Complex Identification. The experimental results show that the ECTG algorithm can detect protein functional modules better.
Date:
June 8, 2021
Creator:
Zhao, Zihao; Xu, Wenjun; Chen, Aiwen; Han, Yueyue; Xia, Shengrong; Xiang, ChuLei et al.
Object Type:
Article
System:
The UNT Digital Library
Exploring Edge Computing in Multi-Person Mixed Reality for Cooperative Perception
Article and accompanying poster presenting a prototype for the use of Edge with MR devices to provide cooperative perception capability to the MR device.
Date:
June 25, 2020
Creator:
Tang, Sihai; Chen, Bruce (Haidi); Hochstetler, Jacob; Hirsch, Jason & Fu, Song
Object Type:
Article
System:
The UNT Digital Library
Mining Potential Effects of HUMIRA in Twitter Posts Through Relational Similarity
Article investigating HUMIRA effects mentioned in Twitter posts using a relational similarity-based method. The authors were able to identify effects previously known as well as potentially unreported, which demonstrates the power of this method and its potential for studying effects of other medications shared by Twitter users.
Date:
June 16, 2020
Creator:
Feng, Shichao; Jiang, Keyuan; Huang, Liyuan; Chen, Tingyu & Bernard, Gordon R.
Object Type:
Article
System:
The UNT Digital Library
A Corpus of Negations and their Underlying Positive Interpretations
Article presenting a corpus of negations and their underlying positive interpretations using negations from Simple Wikipedia, automatically generating potential positive interpretations, and collecting manual annotations that effectively rewrite the negation in positive terms. This article was presented at the Eighth Joint Conference on Lexical and Computational Semantics (SEM 2019) in Minneapolis, Minnesota, June 6-7, 2019.
Date:
June 2019
Creator:
Sarabi, Zahra; Killian, Erin; Blanco, Eduardo & Palmer, Alexis
Object Type:
Article
System:
The UNT Digital Library
Incorporating Emoji Descriptions Improves Tweet Classification
Article presenting a simple strategy to process emojis in Tweets: replace them with their natural language description and use pretrained word embeddings as normally done with standard words. Results show that this strategy is more effective than using pretrained emoji embeddings for tweet classification.
Date:
June 2019
Creator:
Singh, Abhishek K.; Blanco, Eduardo & Jin, Wei
Object Type:
Article
System:
The UNT Digital Library
Detecting Sarcasm is Extremely Easy ;-)
This paper analyzes the performance of a domain-general sarcasm detection system on datasets from two different domains: Twitter and Amazon product reviews.
Date:
June 5, 2018
Creator:
Parde, Natalie & Nielsen, Rodney D.
Object Type:
Paper
System:
The UNT Digital Library
Automatic Generation and Scoring of Positive Interpretations from Negated Statements
This paper presents a methodology to extract positive interpretations from negated statements.
Date:
June 2016
Creator:
Blanco, Eduardo & Sarabi, Zahra
Object Type:
Paper
System:
The UNT Digital Library
Methodology for Nanoscale Technology Based Mixed-Signal System Design
Patent relating to nanoscale technology based mixed-signal system design.
Date:
June 27, 2013
Creator:
Mohanty, Saraju P. & Kougianos, Elias
Object Type:
Patent
System:
The UNT Digital Library
Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles
This paper presents a framework to infer spatial knowledge from verbal semantic role representations.
Date:
June 2015
Creator:
Blanco, Eduardo & Vempala, Alakananda
Object Type:
Article
System:
The UNT Digital Library
A Framework for Health Behavior Change Using Companionable Robots
This paper describes a dialogue system framework for a companionable robot, which aims to guide patients towards health behavior changes via natural language analysis and generation.
Date:
June 2014
Creator:
Sarma, Bandita; Das, Amitava & Nielsen, Rodney D.
Object Type:
Paper
System:
The UNT Digital Library
Linguistic Considerations in Automatic Question Generation
This paper describes an automatic question generator that uses semantic pattern recognition to create questions of varying depth and type for self-study or tutoring.
Date:
June 2014
Creator:
Mazidi, Karen & Nielsen, Rodney D.
Object Type:
Paper
System:
The UNT Digital Library
A Framework to Simulate and Visualize Epidemics
This poster was featured at the 2013 Perot Museum of Nature and Science's 'Social Science' exhibit. The poster discusses a framework to simulate and visualize epidemics.
Date:
June 21, 2013
Creator:
Mikler, Armin R.; O'Neill, Marty; Helsing, Joseph; Camp, Taylor & Indrakanti, Saratchandra
Object Type:
Poster
System:
The UNT Digital Library
Global Stochastic Field Simulator
This poster was featured at the 2013 Perot Museum of Nature and Science's 'Social Science' exhibit. It discusses the Global Stochastic Field Simulator, conceived in the summer of 2011.
Date:
June 21, 2013
Creator:
Mikler, Armin R.; O'Neill, Marty; Helsing, Joseph; Camp, Taylor & Indrakanti, Saratchandra
Object Type:
Poster
System:
The UNT Digital Library
SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Embodiment Challenge
This paper presents the results of the Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge, aiming to bring together researchers in educational NLP technology and textual entailment.
Date:
June 2013
Creator:
Dzikovska, Myroslava O.; Nielsen, Rodney D.; Brew, Chris; Leacock, Claudia; Giampiccolo, Danilo; Bentivogli, Luisa et al.
Object Type:
Paper
System:
The UNT Digital Library
Protein Sequence Classification Using Feature Hashing
Article on protein sequence classification using feature hashing.
Date:
June 21, 2012
Creator:
Caragea, Cornelia; Silvescu, Adrian & Mitra, Prasenjit
Object Type:
Article
System:
The UNT Digital Library
Reconfigurable Surface Plasmon Polariton Wave Adapter Designed by Transformation Optics
This article proposes a reconfigurable surface plasmon polariton (SPP) wave adapter designed by transformation optics, which can control the propagation of SPP waves on un-even surfaces.
Date:
June 18, 2012
Creator:
Arigong, Bayaner; Shao, Jin; Ren, Han; Zheng, Geng; Lutkenhaus, Jeffrey; Kim, HyoungSoo et al.
Object Type:
Article
System:
The UNT Digital Library
Specialized Research Datasets in the CiteSeer˟ Digital Library
This article provides an overview of some of the specialized datasets that were created for various projects related to the CiteSeer˟ digital library.
Date:
June 14, 2012
Creator:
Bhatia, Sumit; Caragea, Cornelia; Chen, Hung-Hsuan; Wu, Jian; Treeratpituk, Pucktada; Wu, Zhaohui et al.
Object Type:
Article
System:
The UNT Digital Library
Methods and Systems for Indoor Navigation
Patent relating to methods and systems for indoor navigation.
Date:
October 13, 2011
Creator:
Dantu, Ram
Object Type:
Patent
System:
The UNT Digital Library