Publications

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2007

García-Osorio, César; Fyfe, Colin

Successes and New Directions in Data Mining Book Chapter

In: Chapter Visualizing Multi Dimensional Data, pp. 236–276, Idea Group Inc., 2007, ISBN: 1599046458.

Links | BibTeX | Tags: Andrews curves, Data Mining, Data visualization, Exploratory data analysis

García-Osorio, César; Benito-Esteban, J L; Maudes, Jesús; Rodríguez, Juan José

Adding Interactivity to Andrews Curves and Extensions Inproceedings

In: Villanueva, J J (Ed.): Visualization, Imaging, and Image Processing (VIIP 2007), pp. 118–122, ACTA Press, Palma de Mallorca, 2007, ISBN: 978--0--88986--691--1.

Links | BibTeX | Tags: Andrews curves, Data Mining, Data visualization, Exploratory data analysis

2005

García-Osorio, César

Data Mining and Visualization PhD Thesis

School of Computing, Paisley University, 2005.

BibTeX | Tags: Andrews curves, Data Mining, Data visualization, Neural networks, Self organizing maps

García-Osorio, César; Fyfe, Colin

The Combined Use of Self-organizing Maps and Andrews' Curves Journal Article

In: International Journal of Neural Systems, 15 (3), pp. 1-10, 2005, ISSN: 0129-0657.

Links | BibTeX | Tags: Andrews curves, Data Mining, Data visualization, Neural networks, Self organizing maps

García-Osorio, César

Data Mining and Visualization Technical Report

Paisley University High Street, Paisley, Strathclyde, PA1 2BE, United Kingdon, (30), 2005.

Links | BibTeX | Tags: Andrews curves, Data Mining, Data visualization, Neural networks, Self organizing maps

2004

García-Osorio, César; Fyfe, Colin

An Extension of Grand Tour Methods Based on Andrews' Curves Inproceedings

In: Villanueva, Juan J (Ed.): 4th Annual IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2004), pp. 109–114, Marbella, Spain, 2004, ISSN: 1482-7921.

BibTeX | Tags: Andrews curves, Data analysis, Data Mining, Data visualization, Grand tour methods

García-Osorio, César; Raedo, Jesús Maudes; Fyfe, Colin

Using Andrews' Curves for Clustering and Sub-Clustering Self-Organizing Maps Inproceedings

In: Verleysen, Michel (Ed.): European Symposium on Artificial Neural Networks (ESANN 2004), pp. 477–482, d-side publications, Bruges, Belgium, 2004, ISBN: 2-930307-04-8.

BibTeX | Tags: Andrews curves, Clustering, Data Mining, Data visualization, Neural networks, Self organizing maps

2003

García-Osorio, César; Fyfe, Colin

An Extension of Andrews Curves for Data Analysis Inproceedings

In: Emergent Solutions for the Information and Knowledge Economy (X SIGEF Congress), pp. 123–134, 2003, ISBN: 84-9773-069.

BibTeX | Tags: Andrews curves, Data analysis, Data Mining, Data visualization

García-Osorio, César; Fyfe, Colin

Visualisation in High Dimensional Feature Spaces Inproceedings

In: International Workshop on Practical Applications of Agents and Multiagents Systems (IWPAAMS 2003), pp. 158–167, Valladolid (Spain), 2003, ISBN: 84-688-4720-8.

BibTeX | Tags: Andrews curves, Data analysis, Data Mining, Data visualization