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Automated classification of massive scale image data
(East Carolina University, 2016-12-13)
The diffraction image is a useful method to facilitate the representation of tiny entities such as the cell. It provides an efficient way to analyze the 3D morphological features of biological cells. However, the ...
INTELLIGENT MODEL FOR IMAGE-BASED RECOMMENDATION SYSTEM
(East Carolina University, 2016-08-29)
Online shopping has developed in parallel with the Internet, and Recommendation Systems have played a pivotal role in its growth. The recommendations are usually provided in two ways: Content-based Filtering and Collaborative ...
Back-Projective Priming: Toward Efficient 3d Model-based Object Recognition via Preemptive Top-down Constraints
(East Carolina University, 2016-07-25)
This thesis introduces back-projective priming, a computer vision technique that synergistically fuses object recognition and pose estimation by augmenting 3D models with geometric constraints. It also enables the use of ...
SYSTEMATIC REVIEW OF LITERATURE USING TWITTER AS A TOOL
(East Carolina University, 2018-07-17)
Twitter has over 330 million active monthly users producing roughly 500 million Tweets per day, or 200 billion Tweets a year. Making this one of the largest human-generated opinion data collections. In addition to this ...
Motion-Based Segmentation of Medical MRI Images: A Review and Analysis
(East Carolina University, 2018-07-20)
Image data produced in medical field assists doctors, surgeons and researchers to study muscle and tissue structure to identify and diagnose patient specific diseases and deficiency. Due to the complexity of muscle ...
Knowledge Discovery for Clinical Decision Support System in Patient Records
(East Carolina University, 2018-07-23)
Knowledge discovery from the patient's health records is a challenging task for the medical specialists. The knowledge generated from the patient's records can assist specialists to make an effective decision and recommend ...
Personality assessment from social media data: An ensemble model
(East Carolina University, 2019-05-01)
The global prevalence of social media encourages people to upload and share a vast and recurrent amount of information about themselves through various mediums of communication such as text, pictures, audio, and video. ...
Modeling and Prediction of Cryptocurrency Prices Using Machine Learning Techniques
(East Carolina University, 2019-05-01)
With the introduction of Bitcoin in the year 2008 as the first practical decentralized cryptocurrency, the interest in cryptocurrencies and their underlying technology, Blockchain, has skyrocketed. Their promise of security, ...
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 ...
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 ...