Efficient Algorithms for Robust Pattern Mining on Structured Objects with Applications to Structure-Based Drug Design

Many complex real-world objects cannot be mapped onto “flat” feature vector representations without a significant loss of information. Recently, the use of graph-based models gained increasing attention in the field of data mining. This thesis presents efficient methods for fuzzy pattern mining in...

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Bibliographic Details

Main Author:	Weskamp, Nils
Contributors:	Hüllermeier, Eyke (Prof. Dr.) (Thesis advisor)
Format:	Doctoral Thesis
Language:	English
Published:	Philipps-Universität Marburg 2006
Subjects:	Graphentheorie Medical information systems Health Biology and genetics (REVISED) LIFE AND MEDICAL SCIENCES Bioinformatik Data Mining Graph Mining Mustererkennung Informatik Drug Design Wirkstoff-Rezeptor-Bindung Greedy-Algorithmus Wirkstoff Pattern Recognition Data processing Computer science
Online Access:	PDF Full Text
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