Browsing by Subject "Machine learning"
Now showing items 1-20 of 23
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An Empirical Exploration of Python Machine Learning API Usage
(East Carolina University, 2020-11-16)Machine learning is becoming an increasingly important part of many domains, both inside and outside of computer science. With this has come an increase in developers learning to write machine learning applications in ... -
AN INVESTIGATION OF VELOPHARYNGEAL CLOSURE WITH LINEAR REGRESSION
(East Carolina University, 1/13/16)Cleft lip and palate is a common birth defect in the United States. Children diagnosed with this abnormality face difficulties during feeding, hearing and speech. Surgical methods exist to repair the cleft lip and palate ... -
Applied Machine Learning for Cybersecurity in Spam Filtering and Malware Detection
(East Carolina University, 2020-11-17)Machine learning is one of the fastest-growing fields and its application to cybersecurity is increasing. In order to protect people from malicious attacks, several machine learning algorithms have been used to predict the ... -
Automated Dental Aesthetics with Machine Learning
(East Carolina University, 2022-12-06)While dentures contribute an important role in restoring the dental and facial structure, facial aesthetics are an equally important consideration during the restoration of a patient with missing upper, lower, or both upper ... -
BAYESIAN MODEL AVERAGING AND THE OPTIMIZATION OF WORKFORCE PREDICTIONS
(East Carolina University, 2022-05-13)This thesis explores the viability of Bayesian model averaging (BMA) as an alternative to traditional general linear models (GLMs) and ensemble-based machine-learning methods commonly used to predict workforce outcomes. ... -
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 ... -
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 ... -
Human Organ Real-time Localization using HTC Vive Tracking System and Machine Learning Models
(East Carolina University, 2022-04-27)Virtual reality and machine learning technologies have become focal points for research and development for medical studies in recent years. However, previous studies do not typically use virtual reality and machine learning ... -
IMPLEMENTATION OF BERT BASED MACHINE LEARNING MODEL TO EXTRACT CANCER –MIRNA RELATIONSHIP FROM RESEARCH LITERATURE
(East Carolina University, 2021-04-15)In the world today, text mining is a widely popular and growing branch of Information technology, in which we extract useful information out of the given pile of text data. There are thousands of research papers in medical ... -
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 ... -
Intrusion detection using machine learning algorithms
(East Carolina University, 2019-11-27)With the growing rate of cyber-attacks, there is a significant need for intrusion detection systems (IDS) in networked environments. As intrusion tactics become more sophisticated and more challenging to detect, this ... -
LOOKING TO THE STARS: A HYBRID VOTING APPROACH FOR STAR RATING PREDICTION OF AMAZON CUSTOMER REVIEWS
(East Carolina University, 2021-07-14)Due to the continuous growth of E-Commerce platforms, more and more data is becoming widely available. Almost every online transaction, from buying products on Amazon to renting vacation houses on Airbnb, allows for users ... -
Machine Learning Assisted Non-Rigid Surface Tracking in Biological Systems
(East Carolina University, 8/5/2020)Occlusions, obstructions, and lighting changes that occur in a camera's field-of-view (FOV) during a medical procedure can cause tracking algorithms to lose track of a particular region-of-interest (ROI). Various approaches ... -
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 ... -
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, ... -
NOVELTY DETECTION FOR PREDICTIVE MAINTENANCE
(East Carolina University, 8/5/2020)Since the advent of Industry 4. 0 significant research has been conducted to apply machine learning to the vast array of Internet of Things (IoT) data produced by Industrial Machines. One such topic is to Predictive ... -
Performance analysis of machine learning algorithms to predict mobile applications' star ratings via its user interface features
(East Carolina University, 2022-05-05)The first part of this thesis concludes with an overall summary of the publications so far on the applied Machine Learning techniques in different phases of the Software Development Life Cycle that including Requirements ... -
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. ... -
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 ...