Graph Algorithms for Data Science (MEAP v7)

Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques

371 115 10MB

English Pages 386 Year 2023

Table of contents :
MEAP_VERSION_7 Welcome
1_Graphs_and_network_science:_An_introduction
2_Representing_network_structure_-_design_your_first_graph_model
3_Your_first_steps_with_the_Cypher_query_language
4_Exploratory_graph_analysis
5_Introduction_to_social_network_analysis
6_Projecting_monopartite_networks_with_Cypher_Projection
7_Inferring_co-occurrence_networks_based_off_bipartite_networks
8_Constructing_a_nearest_neighbor_similarity_network
9_Node_embeddings_and_classification
10_Link_prediction
11_Knowledge_graph_completion

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Tomaž Bratanič

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