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      Analysis of Feature Rankings for Classification 

      Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal; Díaz Díaz, Norberto (2005)
      Different ways of contrast generated rankings by feature selection algorithms are presented in this paper, showing several ...
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      Data Mining Approaches to Diffuse Large B–Cell Lymphoma Gene Expression Data Interpretation 

      Aguilar Ruiz, Jesús Salvador; Azuaje, Francisco; Riquelme Santos, José Cristóbal (2004)
      This paper presents a comprehensive study of gene expression patterns originating from a diffuse large B–cell lymphoma ...
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      Heuristic Search over a Ranking for Feature Selection 

      Ruiz Sánchez, Roberto; Riquelme Santos, José Cristóbal; Aguilar Ruiz, Jesús Salvador (2005)
      In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited ...
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      Multidimensional Data Visual Exploration by Interactive Information Segments 

      Ferrer Troyano, Francisco Javier; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2004)
      Visualization techniques provide an outstanding role in KDD process for data analysis and mining. However, one image does ...
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      Statistical Test-Based Evolutionary Segmentation of Yeast Genome 

      Aguilar Ruiz, Jesús Salvador; Mateos García, Daniel; Giráldez Rojo, Raúl; Riquelme Santos, José Cristóbal (2004)
      Segmentation algorithms emerge observing fluctuations of DNA sequences in alternative homogeneous domains, which are named ...
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      Wrapper for Ranking Feature Selection 

      Ruiz Sánchez, Roberto; Aguilar Ruiz, Jesús Salvador; Riquelme Santos, José Cristóbal (2004)
      We propose a new feature selection criterion not based on calculated measures between attributes, or complex and costly ...