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Design and Development of Naive Bayes Classifier
(North Dakota State University, 2013)
The naïve Bayes classifier is a simple form of Bayesian classifiers which assumes all the features are independent of each other. Despite this assumption, the naïve Bayes classifier’s accuracy is comparable to other ...
Agent Communication and Negotiation in a Supply Chain
(North Dakota State University, 2013)
Supply Chain Management is an essential management paradigm for almost every organization. Effective implementation of Supply Chain Management (SCM) can significantly increase an organization’s profit. In this paper, a ...
An Automated Testing Framework for the Virtual Cell Game
(North Dakota State University, 2013)
The NDSU Virtual Cell game is a role-based, multi-user computer game developed to aid in learning cellular concepts in biology. It is developed using client/server architecture with Lambda-Moo as a server and web-based ...
Optimization of Benchmark Functions using Chemical Reaction Optimization
(North Dakota State University, 2013)
In recent past, many new nature-inspired optimization techniques have been emerged in the field of science and engineering that have proven to be efficient to solve optimization problems. One such method that makes use of ...
Parallelization of Generic PSO Java Code Using MPJExpress
(North Dakota State University, 2013)
Many scientific, engineering and economic problems involve the optimization of a set of parameters. The Particle Swarm Optimization (PSO) is one of the new techniques that have been empirically shown to perform well. The ...
Simulating Multi-Agent Decision Making for a Self Healing Smart Grid
(North Dakota State University, 2013)
Dynamic real-time power systems like the national power grid operate in continuously changing environments such as adverse weather conditions, power line malfunctions, device failures, etc. These disruptions can lead to ...
A Distributed Linear Programming Model in a Smart Grid
(North Dakota State University, 2013)
Advances in computing and communication have resulted in large-scale distributed environments in recent years. They are capable of storing large volumes of data and, often, have multiple compute nodes. However, the inherent ...
Agent-Based Modeling to Simulate the Movement of a Flock of Birds
(North Dakota State University, 2013)
The most beautiful, mysterious movements of bird flocks have always amused the human and led his thinking towards what makes these complex movements possible. This paper discusses the simulation of such bird behavior based ...
Study of Similarity Coefficients Using MapReduce Programming Model
(North Dakota State University, 2013)
MapReduce is a programming model for processing and generating large data sets. Users specify a map function that processes a key/value pair to generate a set of intermediate key/value pairs, and a reduce function that ...
Optimization Modeling for Wireless Sensor Scheduling
(North Dakota State University, 2013)
Wireless sensor networks, consisting of sensing devices which sense the environment and communicate information among each other, is an emergent field in wireless networking with many potential applications. The efficiency ...