Research Methodology in AI

1. My perference: Experimental method

1.1. 1. To deal with a problem the best method is try to evaluate the solutions

1.2. 2. By doing experiment, the solution can be refined.

2. My professior used: Experimental method

2.1. Trying to evaluate different solutions.

3. Most frequently used method: Experimental Method

3.1. Requirement and Steps

3.1.1. step1:record keeping

3.1.2. step 2:experimental setup design

3.1.3. step 3:reporting experimental results

3.1.4. It is used to evaluate new solution for a problem

3.2. Article: Iandola, F. N., Han, S., Moskewicz, M. W., Ashraf, K., Dally, W. J., & Keutzer, K. (2016). SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 0.5 MB model size. arXiv preprint arXiv:1602.07360.

4. Formal method

4.1. Requirement and Steps

4.1.1. Using in theoretical research

4.2. Article:Hyvärinen, A., & Oja, E. (2000). Independent component analysis: algorithms and applications. Neural networks, 13(4), 411-430.

5. Model method

5.1. Requirement and Steps

5.1.1. It is used in defining an abstract model for a real system