Graph Algorithms for Data Science, 1st edition

Published by Manning Publications (30 January 2024) © 2024

  • Tomaz Bratanic
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Table of contents

table of contents

 detailed TOC
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1GRAPHS AND NETWORK SCIENCE: AN INTRODUCTION

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2REPRESENTING NETWORK STRUCTURE - DESIGN YOUR FIRST GRAPH MODEL

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3YOUR FIRST STEPS WITH THE CYPHER QUERY LANGUAGE

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4CYPHER AGGREGATIONS AND SOCIAL NETWORK ANALYSIS

5 INFERRING NETWORKS AND MONOPARTITE PROJECTIONS

6 CONSTRUCT A GRAPH USING NLP TECHNIQUES

7 NODE EMBEDDINGS AND CLASSIFICATION

8 IMPROVE DOCUMENT CLASSIFICATION WITH GRAPH NEURAL NETWORKS

9 PREDICT NEW CONNECTIONS

10 KNOWLEDGE GRAPH COMPLETION

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APPENDIX A: ADJACENCY MATRIX

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