Data Mining, knowledge discovery With Neural Network Support Architecture: A study

Organizations gathering massive data warehouses in which data is stored as historical facts. But very few companies have been capable to recognize the concrete value stored in it. The main requirements of these companies are asking is how to extract the meaningful information. The only response in positive direction is Data mining. Several technologies available to data mining practitioners, including Artificial Neural Networks(ANN), Regression Analysis, and Decision Trees. Many practitioners are guarded of Neural Networks due to their black box nature, even though they have proven themselves in many situations. The application of neural networks in the data mining has turn out to be wider. Even though neural networks may have multifaceted structure, long training time, and uneasily reasonable demonstration of results, neural networks have high acceptance ability for noisy data and high accuracy and are preferable in data