Broad Learning Through Fusions : An Application on Social Networks, Hardcover...

Description: Broad Learning Through Fusions : An Application on Social Networks, Hardcover by Zhang, Jiawei; Yu, Philip S., ISBN 3030125270, ISBN-13 9783030125271, Like New Used, Free shipping in the US

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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Broad Learning Through Fusions : An Application on Social Networks, Hardcover...

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Book Title: Broad Learning Through Fusions : An Application on Social Network

Number of Pages: Xv, 419 Pages

Publication Name: Broad Learning Through Fusions : Applications in Machine Learning

Language: English

Publisher: Springer International Publishing A&G

Subject: Intelligence (Ai) & Semantics, Probability & Statistics / General, Databases / Data Mining

Publication Year: 2019

Type: Textbook

Item Weight: 36.5 Oz

Subject Area: Mathematics, Computers

Item Length: 10 in

Author: Philip S. Yu, Jiawei Zhang

Item Width: 7 in

Format: Hardcover

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