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Similarity-based Classification: Concepts and Algorithms

, , , , and . The Journal of Machine Learning Research, (June 2009)

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Learning custom color transformations with adaptive neighborhoods., , and . J. Electronic Imaging, 17 (3): 033005 (2008)OCR binarization and image pre-processing for searching historical documents., , and . Pattern Recognit., 40 (2): 389-397 (2007)Lattice Regression., and . NIPS, page 594-602. Curran Associates, Inc., (2009)Adaptive Local Linear Regression With Application to Printer Color Management., , and . IEEE Trans. Image Processing, 17 (6): 936-945 (2008)Color Management of Printers by Regression over Enclosing Neighborhoods., , and . ICIP (2), page 161-164. IEEE, (2007)Optimized Regression for Efficient Function Evaluation., , and . IEEE Trans. Image Processing, 21 (9): 4128-4140 (2012)Building Accurate and Smooth ICC Profiles by Lattice Regression., and . CIC, page 101-106. Society for Imaging Science and Technology, (2009)Optimized Construction of ICC Profiles by Lattice Regression., and . CIC, page 353-358. Society for Imaging Science and Technology, (2010)Completely Lazy Learning., , , and . IEEE Trans. Knowl. Data Eng., 22 (9): 1274-1285 (2010)