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Titlebook: Similarity-Based Pattern Recognition; First International Marcello Pelillo,Edwin R. Hancock Conference proceedings 2011 Springer-Verlag Gm

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On a Non-monotonicity Effect of Similarity Measuresg displacement. This effect becomes the more apparent the less smooth the pattern is. It is proven that commonly used similarity measures like .-divergence measures or kernel functions show this non-monotonicity effect which results from neglecting any ordering in the underlying construction princip
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Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma cell carcinoma. Our aim is to improve the classification accuracy in distinguishing between healthy and cancerous cells. The approach is inspired by natural language processing: several features are extracted from the automatically segmented nuclei and quantized to visual words, and their co-occurr
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Impact of the Initialization in Tree-Based Fast Similarity Search Techniquess (indexes) are built speeding up the search when queering. Usually, pivot selection techniques are incremental, being the first one randomly chosen..This article explores several techniques to choose the first pivot in a tree-based fast similarity search technique. We provide experimental results s
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