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The Extreme Learning Machine algorithm was proposed by Prof. Guangbin Huang in 2004. It is a single hidden layer feedforward neural network. It has attracted extensive research of many scholars because of its fast speed, simple implementation and good generalization performance. In this paper, Quantum Particle Swarm Optimization was introduced to extreme learning machine to solve the problem of complex...
Since the early 1970s, decision support systems (DSS) have evolved significantly. In this paper, the design and implementation of MSMiner, a developing platform for DSS, is introduced. The system is constructed on a data warehouse and integrated with a number of data mining algorithms. It is well suited for on-line analytical processing (OLAP). The characteristics of MSMiner include the ability to...
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