Computer Science: Recent submissions
Now showing items 121-140 of 416
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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 ... -
Image Processing for White Line Detection in a Grassy Field
(North Dakota State University, 2019)Image processing for object detection and decision making based on the observed remains a challenge today. As participants in the Intelligent Ground Vehicle Competition in 2018 and 2019, we were tasked to build an autonomous ... -
A Realistic and Reliable Approach for Real Time Monitoring of Infrastructure
(North Dakota State University, 2020)Rapid advancements in the field of site reliability engineering in the past few decades have made it an indispensable part of how humans create scalable and highly reliable software systems. The inherent need of a reliable ... -
Credit Card Fraud Detection Predictive Modeling
(North Dakota State University, 2020)Finance fraud is a growing problem with consequences in the financial industry and data mining has been successfully applied to huge volume of complex financial datasets to automate and analyze credit card frauds in online ... -
Scalable Particle Swarm Optimization and Differential Evolution Approaches Applied to Classification
(North Dakota State University, 2019)Applying the nature-inspired methods in the data mining area has been gaining more attention by researchers. Classification is one of the data mining tasks which aims to analyze historical data by discovering hidden ... -
User-Behavior Trust Modeling in Cloud Security
(North Dakota State University, 2019)With the cloud computing increasing in popularity by providing a massive number of services such as recourses and data center, the number of attacks is increasing. Security is a basic concern in cloud computing, and threats ... -
Role of Bias in Information Warfare: Classifying Fake News Articles Using Natural Language Processing
(North Dakota State University, 2020)The way that people consume news, entertainment and media has been changed. The print media and even television have started to become obsolete. In this digital age, social media being the biggest news source for the masses ... -
Image Classification Using Transfer Learning and Convolution Neural Networks
(North Dakota State University, 2020)In the recent years, deep learning has shown to have a formidable impact on image classification and has bolstered the advances in machine learning research. The scope of image recognition is going to bring big changes in ... -
Adaptive Mesh Refinment Applications for Adviction-Diffusion Problems Using Amrex
(North Dakota State University, 2020)In this paper we implemented an adaptive mesh refinement in high performance computing environment to study a wide range of problems in engineering. They are nonlinear Fisher-Kolmogorov equation, heat equation, advection ... -
Evaluation and Evolution of NAOnto- A Profile Ontology of Native American Diabetes Patients
(North Dakota State University, 2020)Diabetes is one of the deadliest diseases worldwide. Its prevalence is highest amongst the American Indian (AI) community. The existing ontology-based self-management tools for native Americans lack comprehensiveness and ... -
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 ... -
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 ... -
Brain Cancer Detection Using MRI Scans
(North Dakota State University, 2020)An estimate of about 700,000 Americans today live with a brain tumor. Of these, 70% are benign and 30% are malicious. The average survival rate of all the malicious brain tumor patients is 35%. Diagnosing these tumors early ... -
Dissertation Calculator Tool for Tracking and Managing Dissertation Progress for Graduate Students
(North Dakota State University, 2019)Dissertation Calculator is a tool for graduate students who are working towards their graduate degree at North Dakota State University to manage and track their dissertation progress. It is also a communication and feedback ... -
Software Inspection Tool for Defects Classification on Requirement Documents Using Collaborative Approach
(North Dakota State University, 2019)Software inspection is a process to minimize or eradicate defects throughout the entire software lifecycle which in turn helps to create and maintain quality products. While inspections are effective, it is often done ... -
Breast Cancer Diagnosis Using Different Machine Learning Techniques
(North Dakota State University, 2019)Cancer is one of the dangerous diseases which causes many deaths each year and breast cancer being one of them which is quite common among women. In today’s time 12 percent of the women can develop breast cancer over her ... -
An Interactive System for Cow Herd Performance
(North Dakota State University, 2019)This paper explores the application-development phases for the Cow Herd Appraisal of Performance System (CHAPS). In 1985, North Dakota State University’s Dickinson Research Extension Center and the North Dakota Beef Cattle ... -
A Smartphone-Based Pointing Technique in Cross-Device Interaction
(North Dakota State University, 2019)In this paper, the author develops a novel cross-device cursor position estimation system for transferring a mobile device’s four-direction 2D movement to a cursor’s four-direction movement on a large display device; this ... -
Evaluating Sliding Window Multi-Scalar Analysis Importance on Land Use Classification from Satellite Remote Sensing Data
(North Dakota State University, 2019)Implications of artificial intelligence around the intersection of agricultural technology and satellite remote sensing are only beginning to emerge. One of the application areas in the agriculture sector that can leverage ... -
Using Learning Styles to Improve Software Requirements Quality: An Empirical Investigation
(North Dakota State University, 2017)The success of a software organization depends upon its ability to deliver a quality software product within time and budget constraints. To ensure the delivery of quality software, software inspections have proven to be ...