Broad Learning Through Fusions An Application on Social Networks
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Broad Learning Through Fusions An Application on Social Networks

SKU: 9783030125288

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Additional information

Full Title

Broad Learning Through Fusions An Application on Social Networks
Author(s)

Jiawei Zhang, Philip S. Yu
Edition
ISBN

9783030125288, 9783030125271
Publisher

Springer
Format

PDF and EPUB

Description

This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning. Broad learning aims at fusing multiple large-scale information sources of diverse varieties together, and carrying out synergistic data mining tasks across these fused sources in one unified analytic. This book takes online social networks as an application example to introduce the latest alignment and knowledge discovery algorithms. Besides the overview of broad learning, machine learning and social network basics, specific topics covered in this book include network alignment, link prediction, community detection, information diffusion, viral marketing, and network embedding.

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