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Beschreibung
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.
An Application on Social Networks
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 28. Juni 2019 |
| Maße | 25.4 cm x 17.8 cm |
| Gewicht | 1035 Gramm |
| Format | Hardcover |
| ISBN-13 | 9783030125271 |
| Auflage | 1st ed. 2019 |
| Seiten | 419 |
Schlagwörter
Angewandte Informatik, Artificial Intelligence, Computer and Information Systems Applications, Data Mining, Data Mining and Knowledge Discovery, Data Science, Data Structures, Datenbanken, Information Systems Applications (incl. Internet), Künstliche Intelligenz, Mathematik für Informatiker, Probability and Statistics in Computer Science, Wahrscheinlichkeitsrechnung und Statistik, Wissensbasierte Systeme - Expertensysteme
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