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Françoise Fessant and Sophie Midenet
Book Chapter
Visualising Class Distribution on Self-organising Maps
Rudolf Mayer, Taha Abdel Aziz and Andreas Rauber
Lecture Notes in Computer Science, 2007, Volume 4669, Artificial Neural Networks – ICANN 2007, Pages 359-368
Journal Article
Pattern classification with missing data: a review
Pedro J. García-Laencina, José-Luis Sancho-Gómez and Aníbal R. Figueiras-Vidal
Neural Computing & Applications, 2010, Volume 19, Number 2, Pages 263-282
The data quality concept of accuracy in the context of publicly shared data sets
Carsten Kuchler and Martin Spiess
AStA Wirtschafts- und Sozialstatistisches Archiv, 2009, Volume 3, Number 1, Pages 67-80
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach
Shichao Zhang, Zhi Jin, Xiaofeng Zhu and Jilian Zhang
Lecture Notes in Computer Science, 2009, Volume 5300, Transactions on Computational Science III, Pages 122-142
Recurrent Self-Organising Maps and Local Support Vector Machine Models for Exchange Rate Prediction
He Ni and Hujun Yin
Lecture Notes in Computer Science, 2006, Volume 3973, Advances in Neural Networks - ISNN 2006, Pages 504-511
Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications
Zeshan Kurd, Tim P. Kelly and Jim Austin
Lecture Notes in Computer Science, 2004, Volume 3177, Intelligent Data Engineering and Automated Learning – IDEAL 2004, Pages 266-271
Dynamic Self-Organising Maps: Theory, Methods and Applications
Arthur L. Hsu, Isaam Saeed and Saman K. Halgamuge
Studies in Computational Intelligence, 2009, Volume 201, Foundations of Computational, Intelligence Volume 1, Pages 363-379
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
Rudolf Mayer and Andreas Rauber
Lecture Notes in Computer Science, 2010, Volume 6353, Artificial Neural Networks – ICANN 2010, Pages 426-431
Supporting Information Management in Digital Libraries with Map-Based Interfaces
Rudolf Mayer, Angela Roiger and Andreas Rauber
Lecture Notes in Computer Science, 2007, Volume 4675, Research and Advanced Technology for Digital Libraries, Pages 475-480
Progressive Optimisation of Organised Colonies of Ants for Robot Navigation: An Inspiration from Nature
Tatiana Tambouratzis
Lecture Notes in Computer Science, 2007, Volume 4432, Adaptive and Natural Computing Algorithms, Pages 649-658
Key words: Data analysis; Erroneous data treatment; Imputation methods; Neural networks; Self-Organising Map; Surveys
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