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...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Weskamp, Nils
Beteiligte:	Hüllermeier, Eyke (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Format:	Dissertation
Sprache:	Englisch
Veröffentlicht:	Philipps-Universität Marburg 2006
Schlagworte:	Graphentheorie Medical information systems Health Biology and genetics (REVISED) LIFE AND MEDICAL SCIENCES Bioinformatik Mustererkennung Pattern Recognition Informatik Wirkstoff-Rezeptor-Bindung Greedy-Algorithmus Data Mining Graph Mining Wirkstoff Drug Design Data processing Computer science
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