- Amy McGovern, David John Gagne II, Nathaniel Troutman, Rodger A. Brown, Jeffrey B. Basara, John K. Williams. Using spatiotemporal relational random forests to improve our understanding of severe weather processes. Statistical Analysis and Data Mining, 4(4):407-429, 2011.
- Lynne Billard. Brief overview of symbolic data and analytic issues. Statistical Analysis and Data Mining, 4(2):149-156, 2011.
- Lynne Billard. In this issue. Statistical Analysis and Data Mining, 4(2):147-148, 2011.
- Monique Noirhomme-Fraiture, Paula Brito. Far beyond the classical data models: symbolic data analysis. Statistical Analysis and Data Mining, 4(2):157-170, 2011.
- Kanishka Bhaduri, Kamalika Das, Kirk D. Borne, Chris Giannella, Tushar Mahule, Hillol Kargupta. Scalable, asynchronous, distributed eigen monitoring of astronomy data streams. Statistical Analysis and Data Mining, 4(3):336-352, 2011.
- Hoyt A. Koepke, Bertrand S. Clarke. On the limits of clustering in high dimensions via cost functions. Statistical Analysis and Data Mining, 4(1):30-53, 2011.
- Vandana Pursnani Janeja, Aryya Gangopadhyay, Seyed H. Mohammadi, Revathi Palanisamy. Discovery of anomalous spatio-temporal windows using discretized spatio-temporal scan statistics. Statistical Analysis and Data Mining, 4(3):276-300, 2011.
- Manabu Ichino. The quantile method for symbolic principal component analysis. Statistical Analysis and Data Mining, 4(2):184-198, 2011.
- Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin. A general framework for efficient clustering of large datasets based on activity detection. Statistical Analysis and Data Mining, 4(1):11-29, 2011.
- Montserrat Fuentes, Bowei Xi, William S. Cleveland. Trellis display for modeling data from designed experiments. Statistical Analysis and Data Mining, 4(1):133-145, 2011.