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...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Weskamp,Nils
مؤلفون آخرون: Hüllermeier, Eyke (Prof. Dr.) (مرشد الأطروحة)
التنسيق: Dissertation
اللغة:الإنجليزية
منشور في: Philipps-Universität Marburg 2006
الموضوعات:
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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