Publications

Andrews curves Applied Machine Learning Boosting Business intelligence Chomsky normal form Class-imbalanced problems Classifier ensembles Cocke-Younger-Kasami algorithm Computer Science teaching Data analysis Data Mining Data visualization Decision trees Disturbing neighbors End of studies project Ensemble methods Ensembles Exploratory data analysis Exploratory projection pursuit Finite automata Grammars Imbalanced data Instance selection Linear projections LL parsing LR parsing nearest neighbour Neural networks Parsing algorithms Prototype selection Random forest Random oracles Regression Regression ensembles Regression trees Regular expressions Rotation forest Self organizing maps Support vector machines surface roughness

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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; 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