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Estimating Location Using Wi-Fi
January/February 2008 (vol. 23 no. 1)
pp. 8-13
Qiang Yang, Hong Kong University of Science and Technology
Sinno Jialin Pan, Hong Kong University of Science and Technology
Vincent Wenchen Zheng, Hong Kong University of Science and Technology
This department presents the results of the first Data Mining Contest held at the 2007 International Conference on Data Mining.

1. A. Goldsmith, Wireless Communications, Cambridge Univ. Press, 2005.
2. J. Yin, Q. Yang, and L. Ni, "Adaptive Temporal Radio Maps for Indoor Location Estimation," Proc. 3rd Ann. IEEE Int'l Conf. Pervasive Computing and Communications (PerCom 05), IEEE CS Press, 2005, pp. 85–94.
3. S.J. Pan et al., "Adaptive Localization in a Dynamic Wi-Fi Environment through Multi-View Learning," Proc. 22nd AAAI Conf. Artificial Intelligence (AAAI 07), AAAI Press, 2007, pp. 1108–1113.
4. B. Ferris, D. Fox, and N. Lawrence, "WiFi-SLAM Using Gaussian Process Latent Variable Models," Proc. 20th Int'l Joint Conf. Artificial Intelligence (IJCAI07), 2007, pp. 2480–2485; .
5. J.J. Pan et al., "A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking," Proc. 21st Nat'l Conf. Artificial Intelligence (AAAI 06), AAAI Press, 2006, pp. 988–993.
6. T.M. Mitchell, Machine Learning, McGraw-Hill, 1997.
7. O. Chapelle, B. Schölkopf, and A. Zien, Semi-Supervised Learning, MIT Press, 2006.
1. X. Zhu, Z. Ghahramani, and J. Lafferty, "Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions," Proc. 20th Int'l Conf. Machine Learning, AAAI Press, 2003, pp. 912–919.
2. X. Zhu, Semi-Supervised Learning Literature Survey, tech. report 1530, Computer Science Dept., Univ. of Wisconsin-Madison, 2006.
1. T. Hastie, R. Tibshirani, and J.H. Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Springer, 2001.
1. M. Belkin and P. Niyogi, "Laplacian Eigenmaps for Dimensionality Reduction and Data Representation," Neural Computation, vol. 15, no. 16, 2003, pp. 1373–1396.

Index Terms:
Data Mining, ICDM 2007, 2007 International Conference on Data Mining, Wi-Fi, location estimation
Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, "Estimating Location Using Wi-Fi," IEEE Intelligent Systems, vol. 23, no. 1, pp. 8-13, Jan.-Feb. 2008, doi:10.1109/MIS.2008.4
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