Big Data Management – serie
Visar alla böcker i serien Big Data Management. Handla med fri frakt och snabb leverans.
22 produkter
Large-scale Graph Analysis: System, Algorithm and Optimization
Av Yingxia Shao, Bin Cui m. fl.
Inbunden, 2020
1638 kr
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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 concretely, it proposes a …
Large-scale Graph Analysis: System, Algorithm and Optimization
Av Yingxia Shao, Bin Cui m. fl.
Häftad, 2021
1638 kr
Lägg i varukorg
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 concretely, it proposes a …
Graph Data Mining
Algorithm, Security and Application
Av Qi Xuan, Zhongyuan Ruan m. fl.
Inbunden, 2021
1911 kr
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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 data mining is used to …
Graph Data Mining
Algorithm, Security and Application
Av Qi Xuan, Zhongyuan Ruan m. fl.
Häftad, 2022
1911 kr
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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 data mining is used to …
Distributed Machine Learning and Gradient Optimization
Av Jiawei Jiang, Bin Cui m. fl.
Inbunden, 2022
1687 kr
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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 machine learning algorithms in a …
Distributed Machine Learning and Gradient Optimization
Av Jiawei Jiang, Bin Cui m. fl.
Häftad, 2023
1687 kr
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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 machine learning algorithms in a …
Preference-based Spatial Co-location Pattern Mining
Av Lizhen Wang, Yuan Fang m. fl.
Inbunden, 2022
1575 kr
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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. Spatial co-location patterns …
Preference-based Spatial Co-location Pattern Mining
Av Lizhen Wang, Yuan Fang m. fl.
Häftad, 2023
1575 kr
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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. Spatial co-location patterns …
Mechanism-Driven Explainable Urban Spatio-Temporal Prediction
Inbunden, 2026
2023 kr
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Urban environments generate massive streams of spatio-temporal data, yet accurately predicting urban dynamics remains a fundamental challenge due to complex human mobility patterns, evolving environmental conditions, and distributional shifts across time and space. Mechanism-Driven Explainable …
Automated Machine Learning for Data-centric Systems
Knowledge-Guided and Experience-Driven Approaches
Av Hongzhi Wang, Chunnan Wang m. fl.
Inbunden, 2027
2537 kr
Kommande
Automated Machine Learning for Data-centric Systems provides a system-oriented and knowledge-driven perspective on automated machine learning in modern data-centric environments. As machine learning models become core components of data management systems, the manual design and optimization of …
Big Data Analysis
Theory and Technology
Av Senlin Luo, Limin Pan
Inbunden, 2026
735 kr
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This book systematically and comprehensively explores and discusses the theory and technology of big data analysis. The main topics include the basic concept of big data analytics, its core architecture, the calculation model used, the clash between big data and information security, big data and …
Data Privacy and Data Governance
Concepts and Techniques
Inbunden, 2026
1687 kr
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The book provides a systematic overview of data privacy and data governance from both conceptual and technical perspectives. The first section introduces the fundamentals of data privacy and data governance from a historical and systemic standpoint. Sections two through four focus on large-scale …
AI-Enabled Learning Engagement Analysis
Revolutionizing Education with AI
Inbunden, 2025
1803 kr
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Artificial Intelligence (AI) is revolutionizing the education industry, particularly in understanding and enhancing student learning engagement in online learning. The book aims to get an in-depth exploration into a three-stage framework of AI-enabled learning engagement analysis, which provides …
Spatiotemporal Big Data Systems
Concepts, Principles and Applications
Av Yuan Sui, Zisheng Yu m. fl.
Inbunden, 2026
675 kr
Kommande
This book demystifies the core principles and architectural design of spatiotemporal big data systems, offering incisive analysis of the unique attributes of spatiotemporal data and its broad applicability in real-world scenarios, aiming to impart a profound understanding of the intrinsic value of …
Blockchain Transaction Data Analytics
Complex Network Approaches
Av Jiajing Wu, Dan Lin m. fl.
Inbunden, 2024
2023 kr
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Blockchain, a decentralized ledger technology based on cryptographic algorithms, ensures the creation of immutable and tamper-proof ledgers in decentralized systems. The transparent nature of blockchain allows public access to transaction records, providing unprecedented opportunities for …
Blockchain Transaction Data Analytics
Complex Network Approaches
Av Jiajing Wu, Dan Lin m. fl.
Häftad, 2025
2023 kr
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Blockchain, a decentralized ledger technology based on cryptographic algorithms, ensures the creation of immutable and tamper-proof ledgers in decentralized systems. The transparent nature of blockchain allows public access to transaction records, providing unprecedented opportunities for …
Educational Data Science: Essentials, Approaches, and Tendencies
Proactive Education based on Empirical Big Data Evidence
Inbunden, 2023
1911 kr
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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 produce descriptive, …
Educational Data Science: Essentials, Approaches, and Tendencies
Proactive Education based on Empirical Big Data Evidence
Häftad, 2024
1911 kr
Lägg i varukorg
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 produce descriptive, …
Entity Alignment
Concepts, Recent Advances and Novel Approaches
Av Xiang Zhao, Weixin Zeng m. fl.
Inbunden, 2023
567 kr
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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 hence is of significance to …
Entity Alignment
Concepts, Recent Advances and Novel Approaches
Av Xiang Zhao, Weixin Zeng m. fl.
Häftad, 2023
455 kr
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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 hence is of significance to …
Spatiotemporal Data Analytics and Modeling
Techniques and Applications
Av John A, Satheesh Abimannan m. fl.
Inbunden, 2024
2023 kr
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With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial intelligence and machine learning and internet of …
Spatiotemporal Data Analytics and Modeling
Techniques and Applications
Av John A, Satheesh Abimannan m. fl.
Häftad, 2025
2023 kr
Lägg i varukorg
With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial intelligence and machine learning and internet of …
