Descripción
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This paper describes the participation of MIRACLE research consortium at the ImageCLEF Medical Image Annotation task of ImageCLEF 2007. Our areas of expertise do not include image analysis, thus we approach this task as a machine-learning problem, regardless of the domain. FIRE is used as a black-box algorithm to extract different groups of image features that are later used for training different classifiers based on kNN algorithm in order to predict the IRMA code. The main idea behind the definition of our experiments is to evaluate whether an axis-by-axis prediction is better than a prediction by pairs of axes or the complete code, or vice versa. | |
Internacional
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Si |
DOI
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10.1007/978-3-540-85760-0_75 |
Edición del Libro
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0 |
Editorial del Libro
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Springer Verlag |
ISBN
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978-3-540-85759-4 |
Serie
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ecture Notes in Computer Science, vol. 5152 |
Título del Libro
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Advances in Multilingual and Multimodal Information Retrieval. 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers |
Desde página
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597 |
Hasta página
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600 |