ISBN: 3-540-66599-4
TITLE: Machine Learning and Data Mining in Pattern Recognition
AUTHOR: Perner, Petra; Petrou, Maria (Eds.)
TOC:

Invited Papers
Learning in Pattern Recognition 1
M. Petrou
Advances in Predictive Data Mining Methods 13
S.J. Hong, S.M. Weiss
Neural Networks Applied to Image Processing and Recognition
Multi-valued and Universal Binary Neurons: Learning Algorithms, Application to Image Processing and Recognition 21
I. N. Aizenberg, N. N. Aizenberg, G.A. Krivosheev
A Dynamics of the Hough Transform and Artificial Neural Networks 36
A. Imiya, K. Kawamoto
Applications of Cellular Neural Networks for Shape from Shading Problem 51
M. Milanova, P. E. M. Almeida, J. Okamoto, M. G. Simes
Learning in Image Pre-Processing and Segmentation
Unsupervised Learning of Local Mean Grey Values for Image Pre-Processing 64
H. Jahn
Neural Networks in MR Image Estimation from Sparsely Sampled Scans 75
M. Reczko, D.A. Karras, V. Mertzios, D. Graveron-Demilly, D. van Ormondt
Extraction of Local Structural Features in Images by Using a Multi-scale Relevance Function 87
R. M. Palenichka, M. A. Volgin
Image Retrieval
Independent Feature Analysis for Image Retrieval 103
J. Peng, B. Bhanu
Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval 116
I. King, T.-K. Lau
Classification and Image Interpretation
Automatic Design of Multiple Classifier Systems by Unsupervised Learning 131
G. Giacinto, F. Roli
A Comparison between Neural Networks and Decision Trees 144
C. Jacobsen, U. Zscherpel, P. Perner
Symbolic Learning and Neural Networks in Document Processing
Symbolic Learning Techniques in Paper Document Processing 159
O. Altamura, F. Esposito, F. A. Lisi, D. Malerba
Recognition of Printed Music Score 174
T. Beran, T. Macek
Data Mining
Reproductive Process-Oriented Data Mining From Interactions between Human and Complex ArtifactSystem 180
T. Sawaragi
Generalized Fuzzy Aggregation Operators 195
M. Petrou, K. R. Sasikala
A Data Mining Application for Monitoring Environmental Risks 209
A. Scaringella
Author Index 217
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