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Broad Learning Through Fusions

- An Application on Social Networks
Af: Jiawei Zhang, Philip S. Yu Engelsk Hardback

Broad Learning Through Fusions

- An Application on Social Networks
Af: Jiawei Zhang, Philip S. Yu Engelsk Hardback
Tjek vores konkurrenters priser
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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 419
ISBN-13: 9783030125271
Indbinding: Hardback
Udgave:
ISBN-10: 3030125270
Udg. Dato: 28 jun 2019
Længde: 0mm
Bredde: 178mm
Højde: 254mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 28 jun 2019
Forfatter(e): Jiawei Zhang, Philip S. Yu
Forfatter(e) Jiawei Zhang, Philip S. Yu


Kategori Matematik til informatikfag


ISBN-13 9783030125271


Sprog Engelsk


Indbinding Hardback


Sider 419


Udgave


Længde 0mm


Bredde 178mm


Højde 254mm


Udg. Dato 28 jun 2019


Oplagsdato 28 jun 2019


Forlag Springer Nature Switzerland AG

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