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Predictive Performance Evaluation of Different Neural Networks Using Stock Prices
(North Dakota State University, 2019)
Forecasting stock market prices has been a challenging task due to its volatile nature and nonlinearity. Recently, artificial neural networks (ANNs) have become popular in solving a variety of scientific and financial ...
Chemical Compound Classification Ensemble
(North Dakota State University, 2013)
In the research of health science, scientists often need to screen numerous chemical compounds to find drugs that can treat a disease. The process of testing the functionality of these compounds in the laboratory is very ...
Mobile Diabetes Application
(North Dakota State University, 2019)
In recent years, Diabetes is becoming a serious health challenge. The prevalence of diabetes has increased with accompanying increases in body weight and diminished physical activity and with increased automation. Effective ...
Vector-Item Pattern Mining Algorithms and their Applications
(North Dakota State University, 2011)
Advances in storage technology have long been driving the need for new data mining techniques. Not only are typical data sets becoming larger, but the diversity of available attributes is increasing in many problem domains. ...
Measurement of Non-Technical Skills of Software Development Teams
(North Dakota State University, 2014)
Software Development managers recognize that project team dynamics is a key component of the success of any project. Managers can have a project with well-defined goals, an adequate schedule, technically skilled people and ...
A Survey on Trust Management in Cloud Computing
(North Dakota State University, 2016)
Nowadays the number of people that outsource their data to the cloud increases dramatically. Cloud computing offer cost-effective dynamic, scalable and shared services for enterprises from remote data centre. However, the ...
Smart Grid Optimization Using a Capacitated Transshipment Problem Solver
(North Dakota State University, 2013)
A network flow model known as the capacitated transshipment problem, or CTP, can represent key aspects of a smart grid test network with the goal of finding minimum cost electric power flows using multiple different cost ...
Detecting Insider and Masquerade Attacks by Identifying Malicious User Behavior and Evaluating Trust in Cloud Computing and IoT Devices
(North Dakota State University, 2019)
There are a variety of communication mediums or devices for interaction. Users hop from one medium to another frequently. Though the increase in the number of devices brings convenience, it also raises security concerns. ...
Online Shopping Cart Application
(North Dakota State University, 2013)
Electronic commerce, also known as ecommerce is a type of industry where buying and selling of a product is conducted over electronic systems such as the internet.
The purpose of this application is to bring knowledge to ...
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 ...