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Signature Extraction from E-Mails
(North Dakota State University, 2016)
Detecting user identity information from the email is one of the predominant exploring topics in data mining. One approach is to extract signature from the body of emails. Those names are usually suitable for representing ...
Analyses of People’s Perceptions Toward Risks in Genetically Modified Organisms
(North Dakota State University, 2016)
This research aims to analyze people’s perceptions about the potential risks associated with the presence of genetically modified organisms (GMOs) in food products. We formulated research questions and hypotheses based on ...
Parallelization of Particle Swarm Optimization Algorithm Using Hadoop Mapreduce
(North Dakota State University, 2016)
Particle Swarm Optimization (PSO) has received attention in many research fields and real-world applications for solving optimization problems in the areas of intelligent transportation systems, wireless sensor networks, ...
A Software Tool to Facilitate Automate Creation of Virtual Inspection Teams and Inspection Performance Evaluation
(North Dakota State University, 2016)
Software inspection in the early phase of software development is proven to be an effective method to help developer to detect and fix defects in software requirement. It can improve the quality of software requirement, ...
Parallel Particle Swarm Optimization
(North Dakota State University, 2016)
PSO is a population based evolutionary algorithm and is motivated from the simulation of social behavior, which differs from the natural selection scheme of genetic algorithms. It is an optimization technique based on swarm ...
Computing the Yield per Acre for a Given Field Using GIS Capabilities
(North Dakota State University, 2016)
Software tools and technologies, such as geographic information systems (GIS), are playing an important role in the field of agriculture. The capabilities of the open source GIS system GRASS are used to process LandSat ...
A General Framework for Developing Multi-Surface Environments
(North Dakota State University, 2016)
Since multi-touch technique has been used widely for personal device, such as smartphone, personal computer and tabletop, many forms of interaction are developed and served for user’s daily usage. But forms of interaction ...
Quantifying Relationships Between Two Time Series Data Sets
(North Dakota State University, 2016)
One of the popular methods for quantifying the relationship between two time series data
sets is canonical correlations; however, it is linear and cannot accommodate more complex scenarios,
such as time series data for ...
Speed Optimized Implementation of Ant Colony Optimization Algorithm for Image Edge Detection
(North Dakota State University, 2016)
Ant Colony algorithm (ACO) is an approach used to provide a solution to an optimization problem. ACO follows the mechanism adapted by Ants to search for optimal paths by performing combined activity of all ants in the ...
Particle Swarm Optimization and Particle Filter Applied to Object Tracking
(North Dakota State University, 2016)
The particle filter is usually used as a tracking algorithm in non-linear under the Bayesian tracking framework. However, the problems of degeneracy and impoverishment degrade its performance. The particle filter is ...