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Modeling Salient Object-Object Interactions to Generate Textual Descriptions for Natural Images
(East Carolina University, 2012)
In this thesis we consider the problem of automatically generating textual descriptions of images which is useful in many applications. For example, searching and retrieving visual data in overwhelming number of images and ...
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 ...
Applying Mutable Object Snapshots to a High-level Object-Oriented Language
(East Carolina University, 2018-11-30)
Software Engineers are familiar with mutable and immutable object state. Mutable objects shared across modules may lead to unexpected results as changes to the object in one module are visible to other modules sharing the ...
MACHINE LEARNING BASED MEDICAL INFORMATION RETRIEVAL SYSTEMS
(East Carolina University, 2019-04-23)
As many fields progress with the assistance of cognitive computing, the field of health care is also adapting, providing many benefits to all users. However, advancements in this area are hindered by several challenges ...
DYNAMIC DEFENSES AND THE TRANSFERABILITY OF ADVERSARIAL EXAMPLES
(East Carolina University, 2019-05-02)
Adversarial machine learning has been an important area of study for the securing of machine learning systems. However, for every defense that is made to protect these artificial learners, a more sophisticated attack emerges ...
Software Technology Maturation and Software Security
(East Carolina University, 2019-08-05)
Software technology maturation, also referred to as technology transfer, is as difficult as it is rare, mostly because of the time scale involved. Software maturation is defined as the process of taking a piece of technology ...
Archival Document Processing using Cognitive Computing
(East Carolina University, 2019-07-22)
The world, as we know it, is constructed in the form of knowledge. Our ancestors have passed their experiences to the next generation over time using handwritten documents. Although these old manuscripts are still available ...
Performance Analysis of Extractive Text Summarization
(East Carolina University, 2019-07-22)
In this era, data is increasing exponentially, and it is crucial for people to keep up with all of this information. The information is available in several different forms such as news articles, online blogs, etc., many ...
CUSTOMER REVENUE PREDICTION FROM GEOGRAPHICAL DATA
(East Carolina University, 2019-07-22)
Online stores have created more opportunities for firms to offer different products and services to their customers. These online stores produce a tremendous amount of data that serve different purposes, including revenue ...
CUSTOMER REVIEWS ANALYSIS WITH DEEP NEURAL NETWORKS FOR E-COMMERCE RECOMMENDER SYSTEMS
(East Carolina University, 2019-07-17)
The first part of this thesis systematically reviews the trend of researches conducted from 2011 to 2018 in terms of challenges and problems regarding developing a recommendation system, areas of application, proposed ...