Data Mining Based Accuracy Enhancement Of ANN Using Swarm Intelligence
Sachin Sharma, Dr. Savita Shiwani
Department of Computer Science & Engineering, Suresh Gyan Vihar University, Jaipur, Rajasthan, India.
Data mining describes the process of extracting value from a database. A data-warehouse is a location and information is stored in it. The type of data stored depends largely on the type of industry and the company. There are many tools available to a data mining practitioner. These include decision trees, various types of regression and neural networks. We use neural network and improve its accuracy. Neural networks which are used are Elman network and Feedforward network. Firstly both networks accuracy is calculated which is later optimized by use of genetic algorithm. Shortcoming of use of neural network is discussed. Neural networks are created in matlab. Optimization is performed on both the networks via Genetic algorithm which is further discussed in this paper
Key words: Data Mining,Neural Network,Elman Network, Feedforward Network,Swarm Intelligence,Genetic Algorithm