TIM-6130: Data Mining

Agosta, L. (2004). The future of data mining – Predictive analysis. DM Review, 14(8), 16-37.
Review the information on the future of data mining.

Butler, J. (Practitioner). (2016). Using big data to create innovative new products [Video]. SAGE Knowledge.
Review the video on how big data is used for innovation.

Chen, F., Deng, P., Wan, J., Zhang, D., Vasilakos, A. V., & Rong, X. (2015). Data mining for the internet of things: literature review and challenges. International Journal of Distributed Sensor Networks, 2015, 1-14.
Review the information on the Internet of Things (IoT).

Fong, S., Liu, K., Cho, K., Wong, R., Mohammed, S., & Fiaidhi, J. (2016). Improvised methods for tackling big data stream mining challenges: Case study of human activity recognition. The Journal of Supercomputing: An International Journal of High-Performance Computer Design, Analysis, and Use, 72(10), 3927-3959.
Review the information on the challenges of data mining.

Goldman, S. (2016). How data is shaping the future of fitness. Athletic Business, 40(1), 77-79.
Review the article for information on data and how they change industries.

Junfei, G., Juan, L., Qi, H., Xianlong, C., & Yi, Z. (2015). Domain mining for machine translation. Journal of Intelligent & Fuzzy Systems, 29(6), 2769-2777.
Review the information on how data are translated to machine learning.

Mauricio, R., & Kovacs, E. (Practitioners). (2013). Ama tv 8/5/2013 [Video]. SAGE Knowledge.&
Review the video of information for data security within social media data sets.

Pai, P., Chen, L., & Lin, K. (2016). A hybrid data mining model in analyzing corporate social responsibility. Neural Computing & Applications, 27(3), 749-760.
Review the information on data mining and corporate social responsibility.

Ramírez-Gallego, S., Krawczyk, B., García, S., Woźniak, M., & Herrera, F. (2017). A survey on data preprocessing for data stream mining: Current status and future directions. Neurocomputing, 239(2) 39-57.
Review the article and how data processing will be conducted in the future using data stream mining.

Rehman, M. H., Teh Ying, Shuja, J., & Daghighi, B. (2015). Mining personal data: A survey. Sensors (14248220), 15(2), 4430-4469.
Review the article for information on data mining from smart devices and wearable devices.