Notes on data mining in Tsinghua University (1)

The following notes are from the online video online course of Tsinghua University 《80240372X data mining ： Theory and algorithm 》, This note is for personal study only . If there is a mistake , Thank you for correcting .

1 This chapter is a guide map

2 Learning resources

2.1 international conference

1. International Conference on Data Mining (ICDM)
2. International Conference on Data Engineering (ICDE)
3. International Conference on Machine learning
4. International Joint Conference on Artificial Intelligence
5. Pacific-Asia Conference on Knowledge Discovery and Data Mining
6. SIGKDD conference on Knowledge Discovery and Data Mining

Found a web page that others have summarized , see link

2.2 Some journals

1. DMKD
2. IEEE Computational Intelligence Society
3. IEEE Computer Society

2.3 Website / Software

1. Google
2. Google Scholar
3. Wikipedia
4. UCI Machine Learning Repository： Contains many datasets
5. Weka： Free data mining software
6. MATLAB
7. KD nuggets

3 Some key knowledge

1. Confusion matrix
2. ROC song