Advanced Data Mining and Applications

20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3–5, 2024, Proceedings, Part III

Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang (Herausgeber)

Buch | Softcover

448 Seiten

2024
Springer Nature Switzerland AG (Verlag)
978-981-96-0820-1 (ISBN)

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This six-volume set, LNAI 15387-15392, constitutes the refereed proceedings of the 20th International Conference on Advanced Data Mining and Applications, ADMA 2024, held in Sydney, New South Wales, Australia, during December 3–5, 2024.

The 159 full papers presented here were carefully reviewed and selected from 422 submissions.

The 159 full papers presented here were carefully reviewed and selected from 422 submissions. These papers have been organized under the following topical sections across the different volumes: -

Part I : Applications; Data mining.

Part II : Data mining foundations and algorithms; Federated learning; Knowledge graph.

Part III : Graph mining; Spatial data mining.

Part IV : Health informatics.

Part V : Multi-modal; Natural language processing.

Part VI : Recommendation systems; Security and privacy issues.

Erscheinungsdatum	15.12.2024
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	131 Illustrations, color; 22 Illustrations, black and white; XIX, 448 p. 153 illus., 131 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Data Mining • Data Mining Algorithms • data mining applications • Data Stream • graph mining • Health Informatics • machine learning • Natural Language Processing • recommendation system • Security and Privacy Issues • Spatial Data Mining • Time Series
ISBN-10	981-96-0820-1 / 9819608201
ISBN-13	978-981-96-0820-1 / 9789819608201
Zustand	Neuware