1. Write a report about Data Mining for following perspectives

a. Supervised vs unsupervised

b. Data mining methods include (classification, regression, clustering)

2. Classification, regression and clustering terminologies must be considered in your report for the following classification techniques:

1. Artificial neural networks (ANN)

- Feedforward learning algorithm

-Backpropagation learning algorithm

2. Support vector machines (SVM)

3. K-nearest neighbor algorithm (kNN)

4. Recurrent

5. Self-organizing map

6. Hopfield networks

7. Case-based reasoning

8. Genetic algorithms

9. Rough sets

Example of the report content: Table which has many criteria of comparison:

Artificial neural networks ANN) Support vector machines (SVM) K-nearest neighbor algorithm (kNN) Recurrent Self-organizing map Hopfield networks Case-based reasoning Genetic algorithms Rough sets Artificial neural networks ANN) Support vector machines (SVM) K-nearest neighbor algorithm (kNN) Recurrent Self-organizing map Hopfield networks Case-based reasoning Genetic algorithms Rough sets