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» Introduction to Pattern Recognition
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CIARP
2005
Springer
15 years 10 months ago
Dynamic Hierarchical Compact Clustering Algorithm
Abstract. In this paper we introduce a general framework for hierarchical clustering that deals with both static and dynamic data sets. From this framework, different hierarchical...
Reynaldo Gil-García, José Manuel Bad...
CIARP
2005
Springer
15 years 10 months ago
Non-supervised Classification of 2D Color Images Using Kohonen Networks and a Novel Metric
We describe the application of 1-Dimensional Kohonen Networks in the classification of color 2D images which has been evaluated in Popocatépetl Volcano’s images. The Popocatépe...
Ricardo Pérez-Aguila, Pilar Gómez-Gi...
CIARP
2005
Springer
15 years 10 months ago
Surface Grading Using Soft Colour-Texture Descriptors
Abstract. This paper presents a new approach to the question of surface grading based on soft colour-texture descriptors and well known classifiers. These descriptors come from gl...
Fernando López, José Miguel Valiente...
CIARP
2005
Springer
15 years 10 months ago
Development and Validation of an Algorithm for Cardiomyocyte Beating Frequency Determination
The Chagas disease or Tripanosomiasis Americana affects between 16 and 18 million people in endemic areas. This disease affects the beating rate of infected patients’ cardiomyocy...
Demian Wassermann, Marta Mejail
CIKM
2005
Springer
15 years 10 months ago
A novel refinement approach for text categorization
In this paper we present a novel strategy, DragPushing, for improving the performance of text classifiers. The strategy is generic and takes advantage of training errors to succes...
Songbo Tan, Xueqi Cheng, Moustafa Ghanem, Bin Wang...