Publications
- Smart
Environments: Technologies, Protocols and Applications
(D. J. Cook and S. Das, editors), John Wiley and Sons.
- D. J. Cook and S. Das, MavHome: Work in Progress
IEEE Pervasive Computing, 2004.
- S. Das and D. J. Cook, Smart Home Environments: A Paradigm Based on
Learning and Prediction, Wireless Mobile and Sensor
Networks, Wiley, 2004.
- S. Das and D. J. Cook, Health Monitoring in an Agent-Based Smart
Home,
Proceedings of the International Conference on Smart Homes and
Health Telematics (ICOST), Singapore, September, 2004.
- E. Heierman, M. Youngblood, and D. J. Cook,
Mining Temporal
Sequences to Discover Interesting Patterns, KDD Workshop on Mining
Temporal and Sequential Data, 2004.
- S. Rao and D. J. Cook,
Predicting Inhabitant Actions Using Action and
Task Models with Application to Smart Homes,
International Journal of Artificial Intelligence Tools, 13(1),
pages 81-100, 2004.
- S. K. Das, D. J. 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 Special Issue on Smart Homes, volume 9, number 6, pages 77-84, 2002.
- D. J. Cook and M. Youngblood, Smart Homes,
Encyclopedia of Human-Computer Interaction, 2004.
- D. J. Cook, S. Das, Karthik Gopalratnam, and Abhishek Roy, ``Health Monitoring in an Agent-Based Smart Home'', to appear in Proceedings of the International Conference on Aging, Disability and Independence Advancing Technology and Services to Promote Quality of Life, 2003.
- E. Heierman and D. J. Cook, ``Improving Home Automation by Discovering Regularly Occurring Device Usage Patterns'', Proceedings of the International Conference on Data Mining, 2003.
- S. Rao and D. J. Cook, ``Identifying Tasks and Predicting Actions in Smart Homes using Unlabeled Data'', Proceedings of the Machine Learning Workshop on The Continuum from Labeled to Unlabeled Data, 2003.
- K. Gopalratnam and D. J. Cook, ``Active LeZi: An Incremental Parsing Algorithm for Device Usage Prediction in the Smart Home'', Proceedings of the Florida Artificial Intelligence Research Symposium, pages 38-42,May 2003.
- R. Mehta, D. J. Cook, and L. B. Holder, ``Identifying Inhabitants of an Intelligent Environment using a Graph-Based Data Mining System'', Proceedings of the Florida Artificial Intelligence Research Symposium, pages 314-318, May 2003.
- S. Rao and D. J. Cook, ``Improving the Performance of Action Prediction through Identification of Abstract Tasks'', Proceedings of the Florida Artificial Intelligence Research Symposium, pages 43-47, May 2003.
- D. J. Cook, M. Youngblood, E. Heierman, K. Gopalratnam, S. Rao, A. Litvin, and F. Khawaja, ``MavHome: An Agent-Based Smart Home'', Proceedings of the IEEE International Conference on Pervasive Computing and Communications, pages 521-524, 2003.
- A. Roy, S. Bhaumik, A. Bhattacharya, K. Basu, D. J. Cook, and S. Das, ``Location Aware Resource Management in Smart Homes'', Proceedings of the Conference on Pervasive Computing, 2003.
- AAAI Spring Symposium on Intelligent Environments
- IEEE Personal Communications Special Issue on Smart Homes
Presentations
