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Historical Analysis and Estimation Tool for Energy Trading
(North Dakota State University, 2014)
Many forms of commodities are traded in today’s financial world, the most commonly used commodity, ‘Electricity’, is no exception. Electricity is mostly traded on a day to day basis, where the buyers and suppliers agree ...
Perception about GMOs between the USA and Europe through Twitter
(North Dakota State University, 2017)
Twitter is one of the most popular social networking and microblogging services in the internet world. By the end of Jan 24, 2017, there were at least 100 million active users daily around the world. Due to such a huge ...
Evaluation of Firefly Algorithm Using Benchmark Functions
(North Dakota State University, 2013)
The field of nature inspired computing and optimization techniques have evolved to solve the difficult optimization problems in diverse fields of engineering, science and technology. The Firefly algorithm is one of the ...
Semantics-Based Calorie Calculator
(North Dakota State University, 2017)
In recent years, people are considering healthy diet habits and many of them are trying to track and maintain their daily diet and consumption. To assist them, there are many applications available online and those ...
Perceptions of Genetically Modified Foods by Gender
(North Dakota State University, 2016)
Twitter is one of the most popular worldwide social networking services. It has more than 320 million monthly active users around the world. So it’s a very good way to discover what’s happening in the world and we can even ...
Naïve Bayes Classifier: A MapReduce Approach
(North Dakota State University, 2014)
Machine learning algorithms have the advantage of making use of the powerful Hadoop distributed computing platform and the MapReduce programming model to process data in parallel. Many machine learning algorithms have been ...
Disease Similarity Using Biological Module Dysregulation Profile
(North Dakota State University, 2016)
Diseases can be grouped according to phenotypic and genotypic similarities. Gene expression and micro-RNA data paved the way to look inside the genetic coding and classify diseases accurately. Modern system biology seeks ...
Email Classification Using a Self-Learning Technique Based on User Preferences
(North Dakota State University, 2015)
In the current information overloaded atmosphere with an explosive growth of textual data, one can find it a challenging task to keep all the ducks in a row. This has resulted in an emergence of many Text Classification ...
Implementation and Evaluation of CMA-ES Algorithm
(North Dakota State University, 2015)
Over recent years, Evolutionary Algorithms have emerged as a practical approach to solve hard optimization problems in the fields of Science and Technology. The inherent advantage of EA over other types of numerical ...
Real Parameter Optimization Using Differential Evolution
(North Dakota State University, 2013)
Over recent years, Evolutionary Algorithms (EA) have emerged as a practical approach to solve hard optimization problems presented in real life. The inherent advantage of EA over other types of numerical optimization methods ...