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Scientific Data Mining and Knowledge Discovery

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Cover of 'Scientific Data Mining and Knowledge Discovery'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Machine Learning
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    Chapter 3 Statistical Inference
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    Chapter 4 The Philosophy of Science and its relation to Machine Learning
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    Chapter 5 Concept Formation in Scientific Knowledge Discovery from a Constructivist View
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    Chapter 6 Knowledge Representation and Ontologies
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    Chapter 7 Spatial Techniques
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    Chapter 8 Computational Chemistry
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    Chapter 9 String Mining in Bioinformatics
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    Chapter 10 Knowledge Discovery and Reasoning in Geospatial Applications
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    Chapter 11 Data Mining and Discovery of Chemical Knowledge
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    Chapter 12 Data Mining and Discovery of Astronomical Knowledge
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    Chapter 13 On-board Data Mining
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    Chapter 14 Data Streams: An Overview and Scientific Applications
Attention for Chapter 2: Machine Learning
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