PCA (2)
I. Jolliffe, J. Cadima, “Principal Component Analysis: A review and Recent Developments", Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Volume 374, No. 2065, pages 20150202, 2016.
E. Batarlar, “A Comparative Evaluation of Robust Principal Component Analysis Methods on High-Dimensional and Contaminated Data: Simulations and Real World Application”, Master of Science in Statistics, Middle East Technical University, 2025.
Graph Embedding (3)
M. Xu, “Understanding Graph Embedding Methods and Their Applications", SIAM Review, 2021.
H. Cai, V. Zheng, K. Chang, "A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications”, IEEE Transactions on Knowledge and Data Engineering, Volume 30, No. 9, pages 1616-1637, September 2018.
P. Goyal, E. Ferrara,“Graph Embedding Techniques, Applications, and Performance: A Survey”, Knowledge-Based Systems, 2018.