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62 entries « 2 of 2 »

2005

García-Osorio, César

Data Mining and Visualization Technical Report

Paisley University High Street, Paisley, Strathclyde, PA1 2BE, United Kingdon, no. 30, 2005.

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

García-Osorio, César; Fyfe, Colin

Visualization of High-Dimensional Data via Orthogonal Curves Journal Article

In: Journal of Universal Computer Science, vol. 11, no. 11, pp. 1806–1819, 2005, ISSN: 0948-695x.

Abstract | Links | BibTeX | Tags: Andrews curves, Data Mining, Exploratory data analysis, Grand tour methods, Visual clustering

2004

García-Osorio, César; Fyfe, Colin

An Extension of Grand Tour Methods Based on Andrews' Curves Proceedings Article

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 Proceedings Article

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

García-Osorio, César; Fyfe, Colin

Comparing Exploratory Projection Pursuit Artificial Neural Networks Proceedings Article

In: Botty, Vicente; Corchado, Emilio (Ed.): 3rd International Workshop on Practical Applications of Agents and Multiagent Systems, IWPAAMS 2004, pp. 201–210, Universidad de Burgos, 2004, ISBN: 84–96394–07–7.

BibTeX | Tags: Data Mining, Exploratory projection pursuit, Neural networks

2003

García-Osorio, César; Fyfe, Colin

Three Neural Exploratory Projection Pursuit Algorithms Proceedings Article

In: European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems (EUNITE 2003), pp. 409–420, 2003, ISBN: 3-86130-194-6.

BibTeX | Tags: Data Mining, Exploratory projection pursuit, Neural networks

García-Osorio, César; Fyfe, Colin

Initialising Exploratory Projection Pursuit Networks Proceedings Article

In: Hamza, M H (Ed.): 3rd Annual IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2003), pp. 124–128, The International Association of Science and Technology for Development, 2003, ISBN: 0-88986-382-2.

BibTeX | Tags: Data Mining, Exploratory projection pursuit, Neural networks

García-Osorio, César; Fyfe, Colin

An Extension of Andrews Curves for Data Analysis Proceedings Article

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 Proceedings Article

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

2002

Corchado, Emilio; Fyfe, Colin; Marticorena-Sánchez, Raúl; López-Nozal, Carlos; García-Osorio, César; Maudes-Raedo, Jesús

Unsupervised Learning applied to the Identification of Languages Proceedings Article

In: Corchado, J M; others, (Ed.): The International Workshop on the Practical Applications of Agents and Multi-agent Systems, pp. 261–264, Universidad de Salamanca, 2002, ISBN: 84-607-5827-3.

BibTeX | Tags: Data Mining, Neural networks, Unsupervised learning

García-Osorio, César; Corchado, Emilio; Fyfe, Colin

Three Neural Exploratory Projection Pursuit Algorithms as Agent Information Providers Proceedings Article

In: The International Workshop on the Practical Applications of Agents and Multi-agent Systems, pp. 217–226, Universidad de Salamanca, 2002, ISBN: 84-607-5827-3.

BibTeX | Tags: Data Mining, Exploratory projection pursuit, Neural networks

2001

Rodríguez, Juan José; García-Osorio, César; Alonso-González, Carlos

Boosting de Literales sobre Intervalos: Series de Longitud Variable y Clasificación Temprana Proceedings Article

In: Rionda, Antonio Bahamonde; Otero, Ramon P (Ed.): CAEPIA – TTIA 2001: Actas de la IX Conferencia de la Asociación Española para la Inteligencia Artificial y de las IV Jornadas de Transferencia Tecnológica de Inteligencia Artificial, pp. 203–212, Servicio de Publicaciones de la Universidad de Oviedo, 2001, ISBN: 84-932297-0-9.

BibTeX | Tags: Data Mining, Time series

62 entries « 2 of 2 »