Publications

Andrews curves Applied Machine Learning Boosting Business intelligence Chomsky normal form Class-imbalanced problems Classification Classifier ensembles Clustering 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 Grand tour methods Imbalanced data Instance selection Linear projections LL parsing Neural networks Parsing algorithms 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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2004

García-Osorio, César; Fyfe, Colin

Comparing Exploratory Projection Pursuit Artificial Neural Networks Inproceedings

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 Inproceedings

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 Inproceedings

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

2002

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

Three Neural Exploratory Projection Pursuit Algorithms as Agent Information Providers Inproceedings

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