Graph Data Mining

• Paperback | Engels | Big Data Management
• In this context, various advanced techniques, including graph embedding and graph neural networks, have recently been proposed to improve the performa... Lees meer

Distributed Machine Learning and Gradient Optimization

Jiawei Jiang, Bin Cui, Ce Zhang

• Hardcover | Engels | Big Data Management
• This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data er... Lees meer

Entity Alignment

Xiang Zhao, Weixin Zeng, Jiuyang Tang

• Hardcover | Engels | Big Data Management
• This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in differen... Lees meer

Educational Data Science: Essentials, Approaches, and Tendencies

• Hardcover | Engels | Big Data Management
• This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data... Lees meer

Graph Data Mining

• Hardcover | Engels | Big Data Management
• In this context, various advanced techniques, including graph embedding and graph neural networks, have recently been proposed to improve the performa... Lees meer

Large-Scale Graph Analysis: System, Algorithm and Optimization

Yingxia Shao, Bin Cui, Lei Chen

• Paperback | Engels | Big Data Management
• This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes sev... Lees meer

Spatiotemporal Data Analytics and Modeling

• Hardcover | Engels | Big Data Management
• With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogene... Lees meer

Entity Alignment

Xiang Zhao, Weixin Zeng, Jiuyang Tang

• Paperback | Engels | Big Data Management
• This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in differen... Lees meer

Large-Scale Graph Analysis: System, Algorithm and Optimization

Yingxia Shao, Bin Cui, Lei Chen

• Hardcover | Engels | Big Data Management
• This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes sev... Lees meer