Tous les ebooks de la collection "Synthesis Lectures on Data Mining and Knowledge Discovery" - Springer

3 Livre(s)
Télécharger le livre : Advances in Graph Neural Networks
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Advances in Graph Neural Networks
Chuan Shi , Xiao Wang , Cheng Yang
This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation...

Editeur : Springer
Parution : 2022-11-16
Collection : Synthesis Lectures on Data Mining and Knowledge Discovery
PDF, ePub

63,59 €
Télécharger le livre : Automated Taxonomy Discovery and Exploration
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Automated Taxonomy Discovery and Exploration
Jiawei Han , Jiaming Shen
This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is...

Editeur : Springer
Parution : 2022-09-28
Collection : Synthesis Lectures on Data Mining and Knowledge Discovery
PDF, ePub

58,29 €
Télécharger le livre : Community detection and mining in social media
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Community detection and mining in social media
Lei Tang , Huan Liu , Lei Tang
The past decade has witnessed the emergence of participatory Web and social media, bringing people together in many creative ways. Millions of users are playing, tagging, working, and socializing online, demonstrating new forms of collaboration, communication, and...

Editeur : Springer
Parution : 2022-06-01
Collection : Synthesis Lectures on Data Mining and Knowledge Discovery
PDF

28,61 €