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

6 Livre(s)
Télécharger le livre : Entity Alignment
Ajouter à ma liste d'envies
Entity Alignment
Jiuyang Tang , Weixin Zeng , Xiang Zhao
This open access book systematically investigates the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and...

Editeur : Springer
Parution : 2023-10-25
Collection : Big Data Management
PDF, ePub

Gratuit
Télécharger le livre : Educational Data Science: Essentials, Approaches, and Tendencies
Ajouter à ma liste d'envies
Educational Data Science: Essentials, Approaches, and Tendencies
Alejandro Peña-Ayala
This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings. Moreover, the book shows several inference criteria to leverage and...

Editeur : Springer
Parution : 2023-04-29
Collection : Big Data Management
PDF, ePub

168,79 €
Télécharger le livre : Distributed Machine Learning and Gradient Optimization
Ajouter à ma liste d'envies
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
Ajouter à ma liste d'envies
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
Ajouter à ma liste d'envies
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
Ajouter à ma liste d'envies
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 €