These are supplemental resources for TIM-8130. While intended primarily for students in that course to use as a supplement to their course materials, they may also be useful for others interested in data mining
Carver, C. (2007). Feedback loop. In R. F. Baumeister & K. D. Vohs (Eds.), Encyclopedia of social psychology, (Vol. 1, pp. 350-351). ThousandOaks, CA: SAGE Publications, Inc. doi: 10.4135/9781412956253.n217
de Waal, D. A., & du Toit, J. V. (2011). Automation of generalized additive neural networks for predictive data mining. Applied Artificial Intelligence, 25(5), 380-425.
Review the article for information on predictive data mining.
I-Hsien, T., & Yu-Cheng, L. (2011). What is missing? Using data mining techniques with business cycle phases for predicting company financial crises. Asia Pacific Management Review, 16(4), 535-549.
Review the article on how data mining is used as a predictor.
Grzymala-Busse, J. W., & Ziarko, W. (2000). Data mining and rough set theory. Communications Of The ACM, 43(4), 108-109.
Review the article for information on the data mining theories.
Kleine, L. L. (2010). Principles and theory for data mining and machine learning. Journal Of The Royal Statistical Society: Series A (Statistics In Society), 173(3), 691-692.
Review the article for information on the theories of data mining and machine learning.