Data Analysis and Modeling

1.       Xiuli Ma, Shuangfeng Li, Dongqing Yang, and Shiwei Tang. CL2: A Multi-dimensional Clustering Approach in Sensor Networks. In Proceedings of 1st International Workshop on Conceptual Model-Directed Web Information Integration and Mining (CoMWIM), Shanghai, China, November 8-12, 2004, pp 234-245. 

2.       Xiuli Ma, Dongqing Yang, Shiwei Tang, Qiong Luo, Dehui Zhang, and Shuangfeng Li. Online Mining in Sensor Networks. In Proceedings of the IFIP International Conference on Network and Parallel Computing (NPC), Wuhan, China, October 18-20, 2004. 

3.       Umberto Malesci. A Measurement-based Analysis of the Interaction among MAC, Network and Application Layers in Wireless Sensor Networks. M.Eng. Thesis, Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology, 2005. 

4.       Radu Sion, Mikhail J. Atallah, and Sunil Prabhakar. Resilient Rights Protection for Sensor Streams. In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB), Toronto, Canada, August 31 - September 3, 2004, pp 732-743. 

5.       Jimeng Sun, Spiros Papadimitriou, and Christos Faloutsos. Online Latent Variable Detection in Sensor Networks. In Proceedings of the 21st International Conference on Data Engineering (ICDE), Tokyo, Japan, April 5-8, 2005, pp 1126-1127. 

6.       Robert Szewczyk, Joseph Polastre, Alan Mainwaring, and David Culler. Lessons From A Sensor Network Expedition. In Proceedings of the 1st European Workshop on Wireless Sensor Networks (EWSN), Berlin, Germany, January 19-21, 2004, pp 307-322. 

7.       Yan Yu, Deborah Estrin, Ramesh Govindan, and Mohammad Rahimi. Using More Realistic Data Models to Evaluate Sensor Network Data Processing Algorithms. In Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks (LCN), Tampa, Florida, USA, November 16-18, 2004, pp 569-570. 

8.       Yan Yu, Deepak Ganesan, Lewis Girod, Deborah Estrin, and Ramesh Govindan. Synthetic Data Generation to Support Irregular Sampling in Sensor Networks. In Proceedings of Geo Sensor Network 2003, Portland, Maine, USA, October 9-11, 2003. 

9.       Jerry Zhao, Ramesh Govindan, and Deborah Estrin. Computing Aggregates for Monitoring Wireless Sensor Networks. In Proceedings of the 1st IEEE International Workshop on Sensor Network Protocols and Applications (SNPA), Anchorage, Alaska, USA, May 11, 2003. 

 

Extract from Wenwei's Collections, Thanks Wayne!