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Blood cancer prediction using leukemia microarray gene data and hybrid logistic vector trees model

Description: Article is a study proposing an approach for blood cancer disease prediction using the supervised machine learning approach to perform blood cancer prediction with high accuracy using microarray gene data.
Date: January 19, 2022
Creator: Rupapara, Vaibhav; Rustam, Furqan; Aljedaani, Wajdi; Shahzad, Hina Fatima; Lee, Ernesto & Ashraf, Imran
Item Type: Refine your search to only Article
Partner: UNT College of Engineering
open access

Automated Classification of Emotions Using Song Lyrics

Description: This thesis explores the classification of emotions in song lyrics, using automatic approaches applied to a novel corpus of 100 popular songs. I use crowd sourcing via Amazon Mechanical Turk to collect line-level emotions annotations for this collection of song lyrics.  I then build classifiers that rely on textual features to automatically identify the presence of one or more of the following six Ekman emotions: anger, disgust, fear, joy, sadness and surprise. I compare different classificatio… more
Date: December 2012
Creator: Schellenberg, Rajitha
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

A study of application sensitivity to variation in message passing latency and bandwidth

Description: This study measures the effects of changes in message latency and bandwidth for production-level codes on a current generation tightly coupled MPP, the Intel Paragon. Messages are sent multiple times to study the application sensitivity to variations in band - width and latency. This method preserves the effects of contention on the interconnection network. Two applications are studied, PCTH, a shock physics code developed at Sandia National Laboratories, and PSTSWM, a spectral shallow water co… more
Date: June 1, 1996
Creator: Worley, P. H.; Mackay, D. R.; Robinson, A. C. & Barragy, E. J.
Item Type: Refine your search to only Report
Partner: UNT Libraries Government Documents Department
open access

Exclusive electroproduction of phi mesons at 4.2 GeV

Description: We studied the exclusive reaction ep {yields} e{prime}p{prime}{phi} using the {phi} {yields} K{sup +} K{sup -} decay mode. The data were collected using a 4.2 GeV incident electron beam and the CLAS detector at Jefferson Lab. Our experiment covers the range in Q{sup 2} from 0.7 to 2.2 GeV{sup 2}, and W from 2.0 to 2.6 GeV. Taken together with all previous data, we find a consistent picture of {phi} production on the proton. Our measurement shows the expected decrease of the t-slope with the vec… more
Date: January 1, 2001
Creator: Lukashin, K.; E. S. Smith. & others], CLAS Collaboration
Item Type: Refine your search to only Article
Partner: UNT Libraries Government Documents Department
open access

Call Number, Volume 53, Number 2, Spring 1995

Description: "Call Number, the newsletter of the School of Library and Information Sciences, University of North Texas, is distributed three times a year" (p. 2 of Vol. 52, No. 1). The periodical contains information about professors, news in the department, the school's alumni, and the schedule of classes for the following semester.
Date: 1995
Creator: University of North Texas. School of Library and Information Sciences.
Item Type: Refine your search to only Journal/Magazine/Newsletter
Partner: UNT College of Information
open access

agroString: Visibility and Provenance through a Private Blockchain Platform for Agricultural Dispense towards Consumers

Description: Article discusses the large quantities of farm and meat products that rot and are wasted if correct actions are not taken leading to serious health concerns if consumed. Because there is no proper system for tracking and communicating the status of goods to consumers, a right which according to the authors should be a given, they propose a method of increased communication using Corda private blockchain.
Date: October 27, 2022
Creator: Vangipuram, Sukrutha L. T.; Mohanty, Saraju P.; Kougianos, Elias & Ray, Chittaranjan
Item Type: Refine your search to only Article
Partner: UNT College of Engineering
open access

Privacy-Preserving Object Detection with Secure Convolutional Neural Networks for Vehicular Edge Computing

Description: Article discusses how with the wider adoption of edge computing services, intelligent edge devices, and high-speed V2X communication, compute-intensive tasks for autonomous vehicles, such as object detection using camera, LiDAR, and/or radar data, can be partially offloaded to road-side edge servers. The authors aim to address the privacy problem by protecting both vehicles' sensor data and the detection results.
Date: October 31, 2022
Creator: Bai, Tianyu; Fu, Song & Yang, Qing
Item Type: Refine your search to only Article
Partner: UNT College of Engineering
open access

A Framework for Analyzing and Optimizing Regional Bio-Emergency Response Plans

Description: The presence of naturally occurring and man-made public health threats necessitate the design and implementation of mitigation strategies, such that adequate response is provided in a timely manner. Since multiple variables, such as geographic properties, resource constraints, and government mandated time-frames must be accounted for, computational methods provide the necessary tools to develop contingency response plans while respecting underlying data and assumptions. A typical response sc… more
Date: December 2010
Creator: Schneider, Tamara
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Direct Online/Offline Digital Signature Schemes.

Description: Online/offline signature schemes are useful in many situations, and two such scenarios are considered in this dissertation: bursty server authentication and embedded device authentication. In this dissertation, new techniques for online/offline signing are introduced, those are applied in a variety of ways for creating online/offline signature schemes, and five different online/offline signature schemes that are proved secure under a variety of models and assumptions are proposed. Two of the pr… more
Date: December 2008
Creator: Yu, Ping
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Toward Supporting Fine-Grained, Structured, Meaningful and Engaging Feedback in Educational Applications

Description: Recent advancements in machine learning have started to put their mark on educational technology. Technology is evolving fast and, as people adopt it, schools and universities must also keep up (nearly 70% of primary and secondary schools in the UK are now using tablets for various purposes). As these numbers are likely going to follow the same increasing trend, it is imperative for schools to adapt and benefit from the advantages offered by technology: real-time processing of data, availabilit… more
Date: December 2018
Creator: Bulgarov, Florin Adrian
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Improving Communication and Collaboration Using Artificial Intelligence: An NLP-Enabled Pair Programming Collaborative-ITS Case Study

Description: This dissertation investigates computational models and methods to improve collaboration skills among students. The study targets pair programming, a popular collaborative learning practice in computer science education. This research led to the first machine learning models capable of detecting micromanagement, exclusive language, and other types of collaborative talk during pair programming. The investigation of computational models led to a novel method for adapting pretrained language model… more
Date: July 2023
Creator: Ubani, Solomon
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries

Revealing the Positive Meaning of a Negation

Description: Negation is a complex phenomenon present in all human languages, allowing for the uniquely human capacities of denial, contradiction, misrepresentation, lying, and irony. It is in the first place a phenomenon of semantical opposition. Sentences containing negation are generally (a) less informative than affirmative ones, (b) morphosyntactically more marked—all languages have negative markers while only a few have affirmative markers, and (c) psychologically more complex and harder to process. N… more
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Date: May 2019
Creator: Sarabi, Zahra
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Shepherding Network Security Protocols as They Transition to New Atmospheres: A New Paradigm in Network Protocol Analysis

Description: The solutions presented in this dissertation describe a new paradigm in which we shepherd these network security protocols through atmosphere transitions, offering new ways to analyze and monitor the state of the protocol. The approach involves identifying a protocols transitional weaknesses through adaption of formal models, measuring the weakness as it exists in the wild by statically analyzing applications, and show how to use network traffic analysis to monitor protocol implementations goin… more
Date: December 2019
Creator: Talkington, Gregory Joshua
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Event Sequence Identification and Deep Learning Classification for Anomaly Detection and Predication on High-Performance Computing Systems

Description: High-performance computing (HPC) systems continue growing in both scale and complexity. These large-scale, heterogeneous systems generate tens of millions of log messages every day. Effective log analysis for understanding system behaviors and identifying system anomalies and failures is highly challenging. Existing log analysis approaches use line-by-line message processing. They are not effective for discovering subtle behavior patterns and their transitions, and thus may overlook some critic… more
Date: December 2019
Creator: Li, Zongze
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

New Computational Methods for Literature-Based Discovery

Description: In this work, we leverage the recent developments in computer science to address several of the challenges in current literature-based discovery (LBD) solutions. First, LBD solutions cannot use semantics or are too computational complex. To solve the problems we propose a generative model OverlapLDA based on topic modeling, which has been shown both effective and efficient in extracting semantics from a corpus. We also introduce an inference method of OverlapLDA. We conduct extensive experiment… more
Date: May 2022
Creator: Ding, Juncheng
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Chemical Information Bulletin, Volume 59, Number 2, Fall 2007

Description: Periodic supplement for "the regular journals of the American Chemical Society," containing annotated bibliographies of chemical documentation literature as well as information about meetings, conferences, awards, scholarships, and other news from the American Chemical Society (ACS) Division of Chemical Literature.
Date: Autumn 2007
Creator: American Chemical Society. Division of Chemical Information.
Item Type: Refine your search to only Journal/Magazine/Newsletter
Partner: UNT Libraries
open access

Qos Aware Service Oriented Architecture

Description: Service-oriented architecture enables web services to operate in a loosely-coupled setting and provides an environment for dynamic discovery and use of services over a network using standards such as WSDL, SOAP, and UDDI. Web service has both functional and non-functional characteristics. This thesis work proposes to add QoS descriptions (non-functional properties) to WSDL and compose various services to form a business process. This composition of web services also considers QoS properties alo… more
Date: August 2013
Creator: Adepu, Sagarika
Item Type: Refine your search to only Thesis or Dissertation
Partner: UNT Libraries
open access

Design and Implementation of a Metadata-rich File System

Description: Despite continual improvements in the performance and reliability of large scale file systems, the management of user-defined file system metadata has changed little in the past decade. The mismatch between the size and complexity of large scale data stores and their ability to organize and query their metadata has led to a de facto standard in which raw data is stored in traditional file systems, while related, application-specific metadata is stored in relational databases. This separation of… more
Date: January 19, 2010
Creator: Ames, S; Gokhale, M B & Maltzahn, C
Item Type: Refine your search to only Report
Partner: UNT Libraries Government Documents Department
open access

Mulan: Multiple-Sequence Local Alignment and Visualization for Studying Function and Evolution

Description: Multiple sequence alignment analysis is a powerful approach for understanding phylogenetic relationships, annotating genes and detecting functional regulatory elements. With a growing number of partly or fully sequenced vertebrate genomes, effective tools for performing multiple comparisons are required to accurately and efficiently assist biological discoveries. Here we introduce Mulan (http://mulan.dcode.org/), a novel method and a network server for comparing multiple draft and finished-qual… more
Date: July 14, 2004
Creator: Ovcharenko, I.; Loots, G.; Giardine, B.; Hou, M.; Ma, J.; Hardison, R. et al.
Item Type: Refine your search to only Article
Partner: UNT Libraries Government Documents Department
open access

Evolution and Functional Classification of Vertebrate Gene Deserts

Description: Gene deserts, long stretches of DNA sequence devoid of protein coding genes, span approximately one quarter of the human genome. Through human-chicken genome comparisons we were able to characterized one third of human gene deserts as evolutionarily stable - they are highly conserved in vertebrates, resist chromosomal rearrangements, and contain multiple conserved non-coding elements physically linked to their neighboring genes. A linear relationship was observed between human and chicken ortho… more
Date: July 14, 2004
Creator: Ovcharenko, I.; Loots, G.; Nobrega, M.; Hardison, R.; Miller, W. & Stubbs, L.
Item Type: Refine your search to only Article
Partner: UNT Libraries Government Documents Department
open access

Coscheduling in Clusters: Is It a Viable Alternative?

Description: As clusters are widely accepted as cost-effective infrastructures for many scientific and commercial applications, improving the deliverable performance and reducing the energy consumption of such systems has become a pressing issue. In this paper, we exploit the feasibility of achieving these objectives through efficiently scheduling the communicating processes of parallel applications. In this context, we conduct an in-depth evaluation of a broad spectrum of scheduling alternatives for cluste… more
Date: November 10, 2003
Creator: Choi, G. S.; Kim, J. H.; Ersoz, D.; Yoo, A. B. & Das, C. R.
Item Type: Refine your search to only Article
Partner: UNT Libraries Government Documents Department
open access

ISCR FY2005 Annual Report

Description: Large-scale scientific computation and all of the disciplines that support and help validate it have been placed at the focus of Lawrence Livermore National Laboratory (LLNL) by the Advanced Simulation and Computing (ASC) program of the National Nuclear Security Administration (NNSA) and the Scientific Discovery through Advanced Computing (SciDAC) initiative of the Office of Science of the Department of Energy (DOE). The maturation of simulation as a fundamental tool of scientific and engineeri… more
Date: February 2, 2006
Creator: Keyes, D E & McGraw, J R
Item Type: Refine your search to only Report
Partner: UNT Libraries Government Documents Department
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