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

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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Hlavní autor: Weskamp,Nils
Další autoři: Hüllermeier, Eyke (Prof. Dr.) (Vedoucí práce)
Médium: Dissertation
Jazyk:angličtina
Vydáno: Philipps-Universität Marburg 2006
Témata:
Graph Mining
Graphentheorie
Medical information systems
Health
Biology and genetics (REVISED)
LIFE AND MEDICAL SCIENCES
Bioinformatik
Mustererkennung
Informatik
Drug Design
Wirkstoff-Rezeptor-Bindung
Greedy-Algorithmus
Data Mining
Pattern Recognition
Wirkstoff
Data processing Computer science
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