References

1- Richard O. Duda, Peter E. Hart, David G. Stork, Pattern Classification, 2012, Wiley

2- Ethem Alpaydin, Introduction to Machine Learning, 3rd edition

3- Martin T. Hagan et.al. Neural Network Design, 2nd Edition, eBook

Extra Papers:

1- Challenges in Machine Learning

2- Multi-agnet Systems

3- Support Vector Machines

4- Ontology

Sample Papers

Betül Bayrak, Roya Choupani, ErdoÄŸan DoÄŸdu
"Link Prediction in Knowledge Graphs with Numeric Triples Using Clustering"
2020 IEEE International Conference on Big Data

Hamza Haruna Mohammed, ErdoÄŸan DoÄŸdu, Abdul Kadir Görür, and Roya CHOUPANI
"Multi-Label Classification of Text Documents Using Deep Learning"
2020 IEEE International Conference on Big Data

Recommended readings

1- Boosted decision trees

2- Optimal Sparse Decision Trees

3- Recent Progress in GANs (Survey)

4- Conditional Image Synthesis with GANs