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ENVIRONMENTAL MODEL ACCURACY IMPROVEMENT FRAMEWORK USING STATISTICAL TECHNIQUES AND A NOVEL TRAINING APPROACH
(East Carolina University, 2020-06-22)
It is challenging to predict environmental behaviors because of extreme events, such as heatwaves, typhoons, droughts, tsunamis, torrential downpour, wind ramps, or hurricanes. In this thesis, we proposed a novel framework ...
A FRAMEWORK FOR QUESTION ANSWERING SYSTEM USING DYNAMIC CO-ATTENTION NETWORKS
(East Carolina University, 2020-06-22)
Question answering (QA) systems have evolved exponentially over the past few years and have reached a reliable human standard. Attention mechanisms, as well as other methods of deep learning, paved the way for this ...
Developing Concept Enriched Models for Big Data Processing Within the Medical Domain
(2020-07)
Within the past few years, the medical domain has endeavored to incorporate artificial intelligence, including cognitive computing tools, to develop enriched models for processing and synthesizing knowledge from Big Data. ...
Software Engineering for Real-Time NoSQL Systems-centric Big Data Analytics
(East Carolina University, 2020-12-02)
Recent advances in Big Data Analytics (BDA) have stimulated widespread interest to integrate BDA capabilities into all aspects of a business. Before these advances, companies have spent time optimizing the software ...
Automated Usability Evaluations using Client Side Usability Framework (CSUF)
(East Carolina University, 2016-05-04)
Usability of a website is essential in order for a company to achieve its business goals. Evaluating a website for usability and accessibility is costly and time consuming primarily because it involves usability experts ...
Analysis of Testing Approaches for Web Applications Based on Each Choice and Pairwise Methods
(East Carolina University, 2016-04-25)
Time and quality are important factors when determining the proper approach for software testing. A software program can often be used in various environments (different platforms, operating systems, browsers, networks, ...
SOFTWARE ENGINEERING AS A SOCIAL PROCESS: A STUDY OF RESEARCH TRIANGLE PARK
(East Carolina University, 2016-05-03)
Powered by increased capabilities of online collaboration tools, open source software development has become a critical component of the development landscape for both individual developers and for organizations. However, ...
A Dynamic Power Management Schema for Multi-Tier Data Centers
(East Carolina University, 2016-04-25)
An issue of great concern as it relates to global warming is power consumption and efficient use of computers especially in large data centers. Data centers have an important role in IT infrastructures because of their ...
Exploring the Usability Issues Encountered by Individuals with Visual Impairments on Social Networking Sites: Problem Description, System Evaluation and Semantic Web Solution
(East Carolina University, 2014-08-28)
While social networking sites (SNSs) like Facebook are widely used and have been broadly studied, investigations of their use by individuals with visual impairments are scarce within the academic literature. Anecdotal ...
MRSL: AUTONOMOUS NEURAL NETWORK-BASED SELF-STABILIZING SYSTEM
(East Carolina University, 2015-12-15)
Stabilizing and localizing the positioning systems autonomously in the areas without GPS accessibility is a difficult task. In this thesis we describe a methodology called Most Reliable Straight Line (MRSL) for stabilizing ...