Download Advances In Data Mining: Applications in Image Mining, by Petra P. (ed.) PDF

By Petra P. (ed.)

This e-book constitutes the completely refereed post-proceedings of the 4th commercial convention on facts Mining, ICDM 2004, held in Leipzig, Germany on July 2004.The convention was once concerned about complex information mining purposes in snapshot mining, medication and bioinformatics, administration and environmental keep watch over, and telecommunications. The 18 revised complete papers offered have been conscientiously chosen in the course of rounds of reviewing and development. The papers are geared up in topical sections on case-based reasoning, photograph mining, functions in approach regulate and coverage, clustering and organization principles, telecomunications, and drugs and biotechnology.

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Fdez-Riverola F. and Glez-Bedia M. (2003) Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR Systems. 5th International Conference on Case-Based Reasoning, Trondheim, Norway, June 23 to 26, 2003. Springer-Verlag 4. Freedman J. and Tukey J. (1974) A Projection Pursuit Algorithm for Exploratory Data Analysis. IEEE Transaction on Computers, (23): 881-890, 1974. 5. Fyfe C. and Corchado J. M. (2001) Automating the construction of CBR Systems using Kernel Methods. International Journal of Intelligent Systems.

Color Structure Descriptor (CSD). CSD expresses local color structure in an image using an 8 × 8-structuring element. It is implemented as first scanning the image by an 8 × 8 pixel block, counting the number of blocks containing each Braving the Semantic Gap 53 color, and then generating a color histogram using the hue-min-max-difference (HMMD) color space. CSD has been found to be quite useful for the retrieval of natural images. Homogeneous Texture Descriptor (HTD). HTD presents a quantitative characterization of texture for similarity-based image-to-image matching.

K. 10. D. and Lee D. (1998) The Rectified Gaussian Distribution, Advances in Neural Information Processing Systems, 10. 11. J. and Scholkopf B. (1998) A Tutorial on Support Vector Regression. Technical Report NC2-TR-1998-030, NeuroCOLT2 Technical Report Series. A Beta-Cooperative CBR System for Constructing a Business Management Model Emilio S. Corchado1, Juan M. es Abstract. Knowledge has become the most strategic resource in the new business environment. A case-based reasoning system has been developed for identifying critical situations in business processes.

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