Selected Recent Publications

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2012

B. Das, D. Cook, M. Schmitter-Edgecombe, and A. Seelye. PUCK: An automated prompting system for smart environments. Personal and Ubiquitous Computing, to appear.
A. Seelye, M. Schmitter-Edgecombe, B. Das, and D. Cook. Using cognitive rehabilitation theory to inform the development of smart prompting technologies. Reviews in Biomedical Engineering, to appear.
D. Cook. How smart is your home? Science, 335:1579-1581, 2012. (Summary)
D. Cook. Learning setting-generalized activity models for smart spaces. IEEE Intelligent Systems, 27(1):32-38, 2012.
D. De, W.Z. Song, S. Tang, D. Cook, and S. Das. Activity-aware sensor network in smart environments. Journal of Pervasive and Mobile Computing, to appear.
D. Cook and S. Das. Pervasive computing at scale: Transforming the state of the art. Journal of Pervasive and Mobile Computing, 8(1):22-35, 2012.
A. Aztiria, J. Augusto, and D. Cook. Discovering frequent user-environment interactions in intelligent environments. Personal and Ubiquitous Computing, to appear.
D. De, W. Song, S. Tang, D. Cook, and S. Das. Activity-aware sensor network in smart environments. Journal of Pervasive and Mobile Computing, to appear.

2011

M. Schmitter-Edgecombe, C. Parsey, and D. Cook. Cognitive correlates of functional performance in older adults: Comparison of self-report, direct observation and performance-based measures. Journal of the International Neuropsychological Society, 17(5):853-864, 2011.
D. Cook, M. Schmitter-Edgecombe, and L. Holder. Gerontechnology education: Beyond the barriers. IEEE Pervasive Computing, 10(4):59-63, 2011.
D. Cook and L. Holder. Sensor selection to support practical use of health-monitoring smart environments. Data Mining and Knowledge Discovery, 10:1-13, 2011.
P. Rashidi, D. Cook, L. Holder, and M. Schmitter-Edgecombe. Discovering activities to recognize and track in a smart environment. IEEE Transactions on Knowledge and Data Engineering, 23(4):527-539, 2011.
P. Rashidi and D. Cook. Activity knowledge transfer in smart environments. Journal of Pervasive and Mobile Computing, special issue on activity recognition, 7(3):331-343, 2011.
P. Rashidi and D. Cook. Ask me better questions: Active learning queries based on rule induction. Proceedings of the International Conference on Knowledge Discovery and Data Mining, 2011.
B. Das and D. Cook. Data mining challenges in automated prompting systems. Workshop on Interacting with Smart Objects, 2011.
Y. Sahaf, N. Krishnan, and D. Cook. Defining the complexity of an activity. Proceedings of the AAAI Workshop on Activity Context Representation: Techniques and Languages, 2011.
P. Dawadi, D. Cook, C. Parsey, M. Schmitter-Edgecombe, and M. Schneider. An approach to cognitive assessment in smart homes. KDD Workshop on Medicine and Healthcare, 2011.

2010

S. Deleawe, J. Kusznir, B. Lamb, and D. Cook. Predicting air quality in smart environments. Journal of Ambient Intelligence and Smart Environments, 2(2):145-154, 2010.
D. Cook, A. Crandall, G. Singla, and B. Thomas. Detection of social interaction in smart spaces. Journal of Cybernetics and Systems, special issue on social awareness in smart spaces, 41(2):90-104, 2010.
E. Kim, S. Helal, and D. Cook. Human activity recognition and pattern discovery. IEEE Pervasive Computing, 9(1):48-53, 2010.
G. Singla, D. Cook, and M. Schmitter-Edgecombe. Recognizing independent and joint activities among multiple residents in smart environments. Ambient Intelligence and Humanized Computing Journal, 1(1):57-63, 2010.
C. Corley, D. Cook, A. Mikler, and K. Singh. Text and structural data mining of influenza mentions in web and social media. International Journal of Environmental Research and Public Health, 7(2):596-615, 2010.

2009

P. Rashidi and D. Cook. Keeping the resident in the loop: Adapting the smart home to the user. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 39(5):949-959, 2009.
D. Cook, J. Augusto, and V. Jakkula. Ambient intelligence: Technologies, applications, and opportunities. Journal of Pervasive and Mobile Computing, 5(4):277-298, 2009.
D. Cook, L. Holder, S. Thompson, P. Whitney, and L. Chilton. Graph-based analysis of nuclear smuggling data. Journal of Applied Security Research, 4(4), 2009.
D. Brezeale and D. Cook. Learning video preferences using visual features and closed captions. IEEE Multimedia, 16(3):39-47, 2009.

2008

A. Helal, M. Schmalz, and D. Cook. Smart home-based health platform for behavioral monitoring and alteration of diabetes patients. Journal of Diabetes Science and Technology, 3(1):1-8, 2008.

2007

D. Cook, L. Holder, and G. M. Youngblood. Graph-based analysis of human transfer learning using a game testbed. IEEE Transactions on Knowledge and Data Engineering, 19(11):1-14, 2007.
K. Gopalratnam and D. Cook. Online sequential prediction via incremental parsing: The Active LeZi algorithm. IEEE Intelligent Systems, 22(1), 2007.
J. Kukluk, L. Holder and D. J. Cook. Inference of node replacement graph grammars. Intelligent Data Analysis, 11(4), 2007.
G. M. Youngblood and D. Cook. Data mining for hierarchical model creation. IEEE Transactions on Systems, Man, and Cybernetics, Part C, 37(4):561-572, 2007.
D. Cook and S. K. Das. How smart are our environments? An updated look at the state of the art. Journal of Pervasive and Mobile Computing, 3(2):53-73, 2007.
D. Cook. Making sense of sensor data. IEEE Pervasive Computing, 2007.

Earlier

D. Cook and L. Holder (eds.). Mining Graph Data. John Wiley and Sons, December 2006.
M. Youngblood, D. Cook, and L. Holder. Managing adaptive versatile environments. Journal of Pervasive and Mobile Computing, 2005.
D. Cook and S. Das, editors. Smart Environments: Technologies, Protocols and Applications.John Wiley and Sons, 2004.
C. Noble and D. Cook, Graph-based anomaly detection. Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2003.
S. K. Das, D. Cook, A. Bhattacharya, E. O. Heierman, III, and T.-Y. Lin. The role of prediction algorithms in the MavHome smart home architecture. IEEE Wireless Communications Communications Special Issue on Smart Homes, 9(6):77-84, 2002.
I. Jonyer, D. Cook, and L. Holder. Discovery and evaluation of graph-based hierarchical conceptual clusters. Journal of Machine Learning Research, 2:19-43, 2001.
D. Cook and L. Holder. Graph-based data mining. IEEE Intelligent Systems, 15(2):32-41, 2000.