FOYDALANILGAN ADABIYOTLAR VA MAQOLALAR

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Bog'liq
Mustaqil ish

FOYDALANILGAN ADABIYOTLAR VA MAQOLALAR:

Certainly! Here is a list of references that provide information on unsupervised learning algorithms:
Bishop, C. M. (2006). Pattern Recognition and Machine Learning. Springer.
Hastie, T., Tibshirani, R., & Friedman, J. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer.
Murphy, K. P. (2012). Machine Learning: A Probabilistic Perspective. MIT Press.
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
Jain, A. K., & Dubes, R. C. (1988). Algorithms for Clustering Data. Prentice Hall.
MacQueen, J. (1967). Some methods for classification and analysis of multivariate observations. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, 1(14), 281-297.
Schölkopf, B., & Smola, A. J. (2002). Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press.
Xu, L., Krzyzak, A., & Suen, C. Y. (1990). Methods of combining multiple classifiers and their applications to handwriting recognition. IEEE Transactions on Systems, Man, and Cybernetics, 20(3), 226-239.
Duda, R. O., Hart, P. E., & Stork, D. G. (2000). Pattern Classification (2nd ed.). Wiley-Interscience.
Ng, A. Y., Jordan, M. I., & Weiss, Y. (2002). On Spectral Clustering: Analysis and an algorithm. Advances in Neural Information Processing Systems, 849-856.

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