Applied Graph Data Science

Graph Algorithms and Platforms, Knowledge Graphs, Neural Networks, and Applied Use Cases

Produkt bewerten

Raj Pethuru

▪Houbing Herbert Song

▪Dutta Pushan Kumar

Verlag:

Elsevier

Unsere-Artikel-Nr.: P35985656

EAN: 9780443296543

Erhältlich:

Nicht auf Lager

Zustellung: Di, 15.09.2026

Versand: Kostenlos

-22.0 %

CHF 236.–

CHF 184.–

Beschreibung

Applied Graph Data Science: Graph Algorithms and Platforms, Knowledge Graphs, Neural Networks, and Applied Use Cases. delineates how graph data science significantly empowers the application of data science. The book discusses the emerging paradigm of graph data science in detail along with its practical research and real-world applications. Readers will be enriched with the knowledge of graph data science, graph analytics, algorithms, databases, platforms, and use cases across a variety of research and topics and applications. This book also presents how graphs are used as a programming language, especially demonstrating how Sleptsov Net Computing can contribute as an entirely graphical concurrent processing language for supercomputers. Graph data science is emerging as an expressive and illustrative data structure for optimally representing a variety of data types and their insightful relationships. These data structures include graph query languages, databases, algorithms, and platforms. From here, powerful analytics methods and machine learning/deep learning (ML/DL) algorithms are quickly evolving to analyze and make sense out of graph data. As a result, ground-breaking use cases across scientific research topics and industry verticals are being developed using graph data representation and manipulation. A wide range of complex business and scientific research requirements are efficiently represented and solved through graph data analysis, and Applied Graph Data Science: Graph Algorithms and Platforms, Knowledge Graphs, Neural Networks,. and Applied Graph Data Science gives readers both the conceptual foundations and technical methods for applying these powerful techniques.

Spezifikationen

Sprache

Englisch

Autor

Raj Pethuru
Houbing Herbert Song
Dutta Pushan Kumar
Peter Han Joo Chong
Dmitry A. Zaitsev

Erscheinungsjahr

2025

Format

Buch (Softcover)