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IDEAL
2009
Springer
13 years 2 months ago
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool
This work is related to the KEEL1 (Knowledge Extraction based on Evolutionary Learning) tool, a non-commercial software that supports data management, design of experiments and an ...
Alberto Fernández, Julián Luengo, Jo...
IDEAL
2009
Springer
13 years 2 months ago
An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data
In any medical data analysis a good visualization of specific parts or tissues are fundamental in order to perform accurate diagnosis and treatments. For a better understanding of ...
Iñigo Barandiarán, Iván Mac&i...
IDEAL
2009
Springer
13 years 2 months ago
Optimizing Data Transformations for Classification Tasks
Many classification algorithms use the concept of distance or similarity between patterns. Previous work has shown that it is advantageous to optimize general Euclidean distances (...
José María Valls, Ricardo Aler
IDEAL
2009
Springer
13 years 9 months ago
The Winning Advantage: Using Opponent Models in Robot Soccer
Opponent modeling is a skill in multi-agent systems (MAS) which attempts to create a model of the behavior of the opponent. This model can be used to predict the future actions of ...
José Antonio Iglesias, Juan Antonio Fern&aa...
IDEAL
2009
Springer
13 years 9 months ago
Web Feed Clustering and Tagging Aggregator Using Topological Tree-Based Self-Organizing Maps
With the rapid and dramatic increase in web feeds published by different publishers, providers or websites via Really Simple Syndication (RSS) and Atom, users cannot be expected t...
Richard T. Freeman
IDEAL
2009
Springer
13 years 9 months ago
Similarity-Binning Averaging: A Generalisation of Binning Calibration
Antonio Bella, Cèsar Ferri Ramirez, Jos&eac...
IDEAL
2009
Springer
13 years 9 months ago
An Autonomous Learning Algorithm of Resource Allocating Network
Toshihisa Tabuchi, Seiichi Ozawa, Asim Roy
IDEAL
2009
Springer
13 years 9 months ago
A Framework for Pattern-Based Global Models
Abstract. Discovering global models on a dataset (e.g., classifiers, clusterings, summaries) has attracted a lot of attention and many approaches can be found in the literature. H...
Arnaud Giacometti, Eynollah Khanjari Miyaneh, Patr...
IDEAL
2009
Springer
13 years 9 months ago
Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair
Josu Maiora, Guillermo García, Arantxa Tapi...
IDEAL
2009
Springer
13 years 11 months ago
Quantitative Association Rules Applied to Climatological Time Series Forecasting
M. Martínez-Ballesteros, Francisco Mart&iac...