Методы классификации

Cover, Thomas, and Peter Hart. Nearest neighbor pattern classification. Information Theory, IEEE Transactions on 13, no. 1 (1967): 21-27. На семинаре представляет: Миленин Антон Анатольевич

Cortes, Corinna, and Vladimir Vapnik. Support-vector networks. Machine learning 20, no. 3 (1995): 273-297.

Lafferty, John, Andrew McCallum, and Fernando CN Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. (2001).

Tsoumakas, Grigorios, and Ioannis Katakis. Multi-label classification: An overview. International Journal of Data Warehousing and Mining (IJDWM) 3, no. 3 (2007): 1-13. На семинаре представляет: Наташа Соковикова, 545 группа.