Литература
Ако на някого са известни други добри статии и книги по темата, моля да ми ги изпрати.
Общи въпроси и обзори
- Дюк В., А. Самойленко, Data mining: учебны курс, "Питер", Санкт Петербург, 2001
Клъстеризация на данни
- Berkhin P, Survey of Clustering Data Mining Techniques (Download)
- Дюран Б., П. Оделл, Кластерный анализ, "Статистика", Москва, 1977
Класификация на данни
- Murthy S., Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey. Journal of Data Mining and Knowledge Discovery, vol. 2, num. 4, 1998 (Download)
- Shafer J.C., R. Agrawal, M. Mehta: "SPRINT: A Scalable Parallel Classifier for Data Mining", Proc. of the 22th Int'l Conference on Very Large Databases, Mumbai (Bombay), India, Sept. 1996 (Download)
- Mehta M., J. Rissanen, R. Agrawal, MDL-based Decision Tree Pruning, Proc. on KDD Conf., 1995 (Download)
Асоциативни правила
- Hipp J., Ulrich Guntzer, Gholamreza Nakhaeizadeh: Algorithms for Association Rule Mining - A General Survey and Comparison. SIGKDD Explorations 2(1): 58-64 (2000) (Download)
- Agrawal R., R. Srikant: "Fast Algorithms for Mining Association Rules", Proc. of the 20th Int'l Conference on Very Large Databases, Santiago, Chile, Sept. 1994. Expanded version available as IBM Research Report RJ9839, June 1994 (Download)