Inference of mobility patterns via Spectral Graph Wavelets

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2013, Pages 3118-3122

  Dong, Xiaowen ^a   Ortega, Antonio ^b   Frossard, Pascal ^a   Vandergheynst, Pierre ^a  

^a EPFL   (Switzerland)

^b University of Southern California ^*  (United States)

Author keywords

classification; Flickr; mobility patterns; Signals on graphs; spectral graph wavelets

Indexed keywords

AGGREGATED INFORMATION; FLICKR; GRAPH WAVELETS; LOCALIZED EVENTS; MOBILITY PATTERN; MODEL BASED APPROACH; PRIVACY PROTECTION; SPECTRAL REPRESENTATIONS;

CLASSIFICATION (OF INFORMATION); DATA PROCESSING;

SIGNAL PROCESSING;

EID: 84890459987     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2013.6638232     Document Type: Conference Paper

References (11)

1. D. K. Hammond, P. Vandergheynst, and R. Gribonval, "Wavelets on Graphs via Spectral Graph Theory," Applied and Computational Harmonic Analysis, vol. 30, no. 2, pp. 129-150, Mar 2011.
2. D. Zhou, O. Bousquet, T. N. Lal, J. Weston, and B. Schölkopf, "Learning with Local and Global Consistency," in Advances in Neural Information Processing Systems (NIPS), 2004.
3. X. Zhu, "Semi-Supervised Learning with Graphs," PhD thesis, CMU-LTI-05-192, Carnegie Mellon University, 2005.
4. F. Girardin, F. Dal Fiore, C. Ratti, and J. Blat, "Leveraging Explicitly Disclosed Location Information to Understand Tourist Dynamics: A Case Study," Journal of Location Based Services, vol. 2, no. 1, pp. 41-56, Mar 2008.
5. T. Kurashima, T. Iwata, G. Irie, and K. Fujimura, "Travel Route Recommendation Using Geotags in Photo Sharing Sites," in ACM International Conference on Information and Knowledge Management, 2010.
6. X. Lu, C. Wang, J.-M. Yang, Y. Pang, and L. Zhang, "Photo2Trip: Generating Travel Routes from Geo-tagged Photos for Trip Planning," in ACM International Conference on Multimedia, 2010.
7. M. De Choudhury, M. Feldman, S. Amer-Yahia, N. Golbandi, R. Lempel, and C. Yu, "Automatic Construction of Travel Itineraries using Social Breadcrumbs," in ACM Conference on Hypertext and Hypermedia, 2010.
8. M. De Choudhury, M. Feldman, S. Amer-Yahia, N. Golbandi, R. Lempel, and C. Yu, "Constructing Travel Itineraries from Tagged Geo-temporal Breadcrumbs," in International Conference on World Wide Web, 2010.
9. Y.-T. Zheng, Z.-J. Zha, and T.-S. Chua, "Mining Travel Patterns from Geotagged Photos," ACM Transactions on Intelligent Systems and Technology, vol. 3, no. 3, May 2012.
10. R. Porter and N. Canagarajah, "A Robust Automatic Clustering Scheme for Image Segmentation using Wavelets," IEEE Transactions on Image Processing, vol. 5, no. 4, pp. 662-665, Apr 1996.
11. C.-C. Chang and C.-J. Lin, "LIBSVM: A Library for Support Vector Machines," ACM Transactions on Intelligent Systems and Technology, vol. 2, no. 3, Apr 2011.