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Energy Data Analyzer System
(North Dakota State University, 2012)
Analyzing the electrical energy load and pricing data is important to make informed decisions about energy needs and regulations. Data from over a decade are publicly available online for many Independent System Operators ...
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 ...
Health Risk Prediction Using Big Medical Data - a Collaborative Filtering-Enhanced Deep Learning Approach
(North Dakota State University, 2018)
Deep learning has yielded immense success on many different scenarios. With the success in other real world application, it has been applied into big medical data. However, discovering knowledge from these data can be very ...
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 ...
Electricity Demand Prediction Using Artificial Neural Network Framework
(North Dakota State University, 2015)
As the economy is growing, electricity usage has been growing and to meet the needs of energy market in providing the electricity without power outages, utility companies, distributors and investors need a powerful tool ...
Using Learning Theory in a Hypermedia-Based Petri Net Modeling Tutorial
(North Dakota State University, 2013)
The primary aim of this paper is to examine the dominant schools of thought in relation to educational theories and learning styles and in what manner various hypermedia technologies can be integrated into educational ...
Sentiment Analysis of Global Warming Using Twitter Data
(North Dakota State University, 2018)
Global warming or climate change is one of the most discussed topics of the decade. Some people think global warming is a severe threat to the planet whereas some people think, it is a hoax. The goal of this paper is to ...
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 ...
Multi-Style Web Content Restructuring for Efficient Mobile Web Browsing
(North Dakota State University, 2011)
Mobile devices such as smart phones, PDAs, and tablets are getting more and more popular every day. As a result, more people tend to use mobile devices to access Web contents. Therefore, mobile browsing becomes an important ...