| Description |
vi, 215 pages : illustrations ; 24 cm |
| Series |
Lecture notes in computer science ; 1715.. Lecture notes in artificial intelligence |
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Lecture notes in computer science ; 1715
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Lecture notes in computer science. Lecture notes in artificial intelligence.
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| Contents |
Learning in Pattern Recognition / M. Petrou -- Advances in Predictive Data Mining Methods / S. J. Hong and S. M. Weiss -- Multi-valued and Universal Binary Neurons: Learning Algorithms, Application to Image Processing and Recognition / I. N. Aizenberg, N. N. Aizenberg and G. A. Krivosheev -- A Dynamics of the Hough Transform and Artificial Neural Networks / A. Imiya and K. Kawamoto -- Applications of Cellular Neural Networks for Shape from Shading Problem / M. Milanova, P. E. M. Almeida and J. Okamoto / [et al.] -- Unsupervised Learning of Local Mean Grey Values for Image Pre-Processing / H. Jahn -- Neural Networks in MR Image Estimation from Sparsely Sampled Scans / M. Reczko, D. A. Karras and V. Mertzios / [et al.] -- Extraction of Local Structural Features in Images by Using a Multi-scale Relevance Function / R. M. Palenichka and M. A. Volgin -- Independent Feature Analysis for Image Retrieval / J. Peng and B. Bhanu |
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Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval / I. King and T.-K. Lau -- Automatic Design of Multiple Classifier Systems by Unsupervised Learning / G. Giacinto and F. Roli -- A Comparison between Neural Networks and Decision Trees / C. Jacobsen, U. Zscherpel and P. Perner -- Symbolic Learning Techniques in Paper Document Processing / O. Altamura, F. Esposito and F. A. Lisi / [et al.] -- Recognition of Printed Music Score / T. Beran and T. Macek -- Reproductive Process-Oriented Data Mining From Interactions between Human and Complex ArtifactSystem / T. Sawaragi -- Generalized Fuzzy Aggregation Operators / M. Petrou and K. R. Sasikala -- A Data Mining Application for Monitoring Environmental Risks / A. Scaringella |
| Summary |
This book constitutes the refereed proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition, MLDM'99, held in Leipzig, Germany in September 1999. The 15 revised full papers presented together with two invited contributions were carefully reviewed. The papers are organized in sections on neural networks applied to image processing and recognition, learning in image pre-processing and segmentation, image retrieval, classification and image interpretation, symbolic learning and neural networks in document processing, and data mining |
| Notes |
Includes index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Also available in print |
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Mode of access: World Wide Web |
| Subject |
Data mining -- Congresses.
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Image processing -- Congresses.
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Machine learning -- Congresses.
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Pattern perception -- Congresses.
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| Genre/Form |
Conference papers and proceedings.
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| Author |
Perner, Petra.
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Petrou, Maria.
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| LC no. |
99047725 |
| ISBN |
354066596X (softcover) |
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3540665994 (softcover) |
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