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Comparison Analysis of Classification Algorithms for Intrusion Detection
(North Dakota State University, 2021)
As the Internet of Things becomes more prevalent in our lives, we are confronted with more security concerns. Network attacks have become more common in the cyber world these days. Denial of service, Prove, Remote to Local ...
Investigating Super Learner on Healthcare Data Sets
(North Dakota State University, 2021)
In the field of machine learning, classification is the essential task that predicts the target class or label for each sample in the data. Improving the performance of a classification model has been a challenging research ...
Covid-19 Face Cover Tracker Using Amazon Web Services
(North Dakota State University, 2021)
Numerous studies have shown that wearing face covers and following other social distancing guidelines reduce community transmission of air borne diseases like COVID-19 during a pandemic. While public health administrators ...
Threat Identification from Access Logs Using Elastic Stack
(North Dakota State University, 2020)
Access log management is an essential part of cybersecurity. Lack of insight into user authentication patterns can hinder readiness and reaction to the growing threat of cyberattacks. Central Authentication Service (CAS) ...
Analyzing Three Different Tuning Strategies for Random Forest Hyperparameters for Fraud Detection
(North Dakota State University, 2021)
Technology is advancing rapidly, and more tasks are becoming online than ever. Along with the benefits comes the disadvantages of this great advancement. While online services relieve from the struggle of in person activities, ...
Feature Engineering on the Cybersecurity Dataset for Deployment on Software Defined Network
(North Dakota State University, 2020)
These days, due to dependency on the fast-moving world's modern technology, the increasing use of smart devices and the internet affect network traffic. Many intrusion detection studies concentrate on feature selection or ...
Mobile Health Application for Diabetes Self-Management
(North Dakota State University, 2020)
As mobile healthcare applications are becoming more and more popular, it brings patients a more convenient way to self-management and communicating remotely compare to the traditional healthcare system. This paper introduces ...
Effectiveness of Human Error Abstraction Assist Tool at Improving the Quality of Software Requirements
(North Dakota State University, 2020)
The successful completion of any given software project is dependent on error-free Software Requirement Specification (SRS) documents. SRS documents are prone to human errors and faults because their creation involves a ...
Evaluation of a Spark-Enabled Genetic Algorithm Applied to the Travelling Salesman Problem
(North Dakota State University, 2020)
Traveling salesman problem aims to find the shortest route. A salesman travels to each of the cities once. Genetic Algorithm is used for solving this problem, which returns the best solution found showing the distance that ...
Predictors of Employee Engagement in Institutions of Higher Education
(North Dakota State University, 2020)
This study investigated predictors of employee engagement at a large public research university. Generally speaking, the typical employee is disengaged at work (Adkins, 2015), and previous research has identified burnout ...