Tous les ebooks de la collection "Big Data Management" - Springer

4 Livre(s)
Télécharger le livre : Distributed Machine Learning and Gradient Optimization
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Distributed Machine Learning and Gradient Optimization
Bin Cui , Jiawei Jiang , Ce Zhang
This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing...

Editeur : Springer
Parution : 2022-02-23
Collection : Big Data Management
PDF, ePub

147,69 €
Télécharger le livre : Preference-based Spatial Co-location Pattern Mining
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Preference-based Spatial Co-location Pattern Mining
Yuan Fang , Lizhen Wang , Lihua Zhou
The development of information technology has made it possible to collect large amounts of spatial data on a daily basis. It is of enormous significance when it comes to discovering implicit, non-trivial and potentially valuable information from this spatial data....

Editeur : Springer
Parution : 2022-01-04
Collection : Big Data Management
PDF, ePub

137,14 €
Télécharger le livre : Graph Data Mining
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Graph Data Mining
Yong Min , Zhongyuan Ruan , Qi Xuan
Graph data is powerful, thanks to its ability to model arbitrary relationship between objects and is encountered in a range of real-world applications in fields such as bioinformatics, traffic network, scientific collaboration, world wide web and social networks.Graph...

Editeur : Springer
Parution : 2021-07-15
Collection : Big Data Management
PDF, ePub

168,79 €
Télécharger le livre : Large-scale Graph Analysis: System, Algorithm and Optimization
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Large-scale Graph Analysis: System, Algorithm and Optimization
Lei Chen , Bin Cui , Yingxia Shao
This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More...

Editeur : Springer
Parution : 2020-07-01
Collection : Big Data Management
PDF, ePub

147,69 €