Dimensionality reduction via subspace and submanifold learning

IEEE Signal Processing Magazine

Volumn 28, Issue 2, 2011, Pages

  Ma, Yi ^a   Niyogi, Partha ^a   Sapiro, Guillermo ^a   Vidal, Rene ^a  

^a NONE

Author keywords

Audio databases; Information analysis; Learning systems; Search problems; Special issues and sections; Web services

Indexed keywords

AUDIO SYSTEMS; CLUSTERING ALGORITHMS; DATA HANDLING; DATA MINING; INFORMATION ANALYSIS; LEARNING SYSTEMS; VIDEO SIGNAL PROCESSING; WEB CRAWLER; WEB SERVICES;

AUDIO DATABASE; CURSE OF DIMENSIONALITY; DIMENSIONALITY REDUCTION; HIGH DIMENSIONAL DATA; HIGH DIMENSIONAL SPACES; LOW DIMENSIONAL STRUCTURE; SEARCH PROBLEM; SPECIAL ISSUES AND SECTIONS;

SEARCH ENGINES;

EID: 85032750821     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2010.940005     Document Type: Review

References (6)

1. M. Trevelyan. (2010, Apr. 17). Ash cloud over Europe deepens travel chaos. Reuters [Online]. Available: http://www.reuters.com/article/idUS TRE63E1TM20100417
2. A. Tupper, I. Itikarai, M. S. Richards, F. Prata, S. Carn, and D. Rosenfeld, "Facing the challenges of the international airways volcano watch: The 2004/05 eruptions of Manam, Papua New Guinea," Weather Forecast., vol. 22, pp. 175-191, 2007.
3. F. S. Marzano, S. Barbieri, E. Picciotti, and S. Karlsdóttir, "Monitoring sub-glacial volcanic eruption using C-band radar imagery," IEEE Trans. Geosci. Remote Sensing, vol. 58, no. 1, pp. 403-414, 2010.
4. F. S. Marzano, S. Barbieri, G. Vulpiani, and W. I. Rose, "Volcanic cloud retrieval by ground-based microwave weather radar," IEEE Trans. Geosci. Remote Sensing, vol. 44, no. 11, pp. 3235-3246, 2006.
5. F. S. Ma rzano, G. Vulpiani, and W. I. Rose, "Microphysical characterization of microwave radar reflectivity due to volcanic ash clouds," IEEE Trans. Geosci. Remote Sensing, vol. 44, pp. 313-327, 2006.
6. F. S. Marzano, S. Marchiotto, S. Barbieri, C. Textor, and D. Schneider, "Model-based weather radar remote sensing of explosive volcanic ash eruption," IEEE Trans. Geosci. Remote Sensing, vol. 48, pp. 3591-3607, 2010.