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Now showing items 11-19 of 19
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 ...
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 ...
Using Learning Styles of Software Professionals to Improve Their Inspection Performance: An Empirical Study
(North Dakota State University, 2016)
In the IT industry, good requirements specification plays a vital role in software projects success. Researches revealed that early detection of faults in a requirements document saves significant amount of rework. To ...
Recommendation of Business Intelligence Tool
(North Dakota State University, 2016)
Business Intelligence (BI) is extremely vital for organizations for delivering useful information from the large volumes of data being collected. There are many BI tools available but no single tool is appropriate for every ...
Software Metrics Tool
(North Dakota State University, 2016)
A software metric is the measurement of a particular characteristic of a software program. These metrics are very useful for optimizing the performance of the software, managing resources, debugging, schedule planning, ...
Object Classification Using Stacked Autoencoder and Convolutional Neural Network
(North Dakota State University, 2016)
In the recent years, deep learning has shown to have a formidable impact on object classification and has bolstered the advances in machine learning research. Many image datasets such as MNIST, CIFAR-10, SVHN, Imagenet, ...