Learning a model from spatially disjoint data

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 2, Issue , 2004, Pages 1447-1451

  Hall, Lawrence O ^a   Bhadoria, Divya ^a   Bowyer, Kevin W ^b  

^a University of South Florida   (United States)

^b University of Notre Dame   (United States)

Author keywords

Learning; Nearest neighbor; Skewed data; Spatially disjoint data

Indexed keywords

LARGE SCALE SIMULATIONS; NEAREST NEIGHBOR; SKEWED DATA; SPATIALLY DISJOINT DATA;

COMPUTER SIMULATION; DATABASE SYSTEMS; DISTRIBUTED COMPUTER SYSTEMS; IMAGE ANALYSIS; INFORMATION RETRIEVAL; PROBLEM SOLVING;

DATA REDUCTION;

EID: 15744387878     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2004.1399834     Document Type: Conference Paper

References (12)

1. Advanced Simulation and Computing program Department of Energy, (http://www.nnsa.doe.gov/asc/home.htm).
2. D. Bhadoria, Learning from Spatially Disjoint Data, M.S. Thesis, Univ. of South Florida, Tampa, 2004.
3. S. Brand, J. Laaksonen, E. Oja, "Statistical Shape Features in Content-Based Image Retrieval", International Conf. on Pattern Recognition, 2000.
4. N. Chawla, K. Bowyer, L. Hall, P. Kegelmeyer, SMOTE: Synthetic Minority Over-Sampling Technique, Journal of Artificial Intelligence Research, vol. 16, 321-357, 2002.
5. J.A. Hanley, B.J. McNeil, "The meaning and use of the area under the Receiver Operating Characteristic (ROC) curve", Radiology, 143, pp. 29-36, 1982.
6. T.M. Mitchell, Machine Learning. New York, NY: McGraw Hill, 1997.
7. P. J. Phillips, H. Wechsler, J. Huang, and P. Rauss, "The FERET database and evaluation procedure for face recognition algorithms," Image and Vision Computing Journal, Vol. 16, No. 5, pp 295-306, 1998.
8. J.R. Quinlan, C4.5: Programs for Machine Learning. San Francisco, CA: Morgan Kaufmann, 1993
9. M. Sonka, V. Hlavac, R. Boyle, Image Processing, Analysis and Machine Vision: Kluwer Academic Publishers, 1998.
10. "The Facial Recognition Technology (FERET) Database", http://www.it1.nist.gov/iad/humanid/feret/
11. "The GIMP", http://www.gimp.org/
12. M. Tuceryan and A.K. Jain, Texture Analysis. The Handbook of Pattern Recognition and Computer Vision (2nd Edition), pp. 207-248: World Scientific Publishing Co., 1998.