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Data Mining and Big Data 8th International Conference, DMBD 2023, Sanya, China, December 9–12, 2023, Proceedings, Part I
This two-volume set, CCIS 2017 and 2018 constitutes the 8th International Conference, on Data Mining and Big Data, DMBD 2023, held in Sanya, China,...
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Data Mining and Big Data 8th International Conference, DMBD 2023, Sanya, China, December 9–12, 2023, Proceedings, Part II
This two-volume set, CCIS 2017 and 2018 constitutes the 8th International Conference, on Data Mining and Big Data, DMBD 2023, held in Sanya, China,...
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A Systematic Approach to Consuming Data in Complex Data Management Landscapes Using Data Consumption Patterns
Through data analytics, enterprises can exploit the value their data hold. However, there are still various challenges to be solved, one of them...
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Data Protection and Data Privacy
In this chapter, we specify the business requirements and propose the solution concept for data protection and data privacy. ERP systems must fulfill...
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Designing with Data, Data-Enabled and Data-Driven Design
More complex applications across domains require more complex ways of exploring and discovering user needs. Increasingly, designers use data to scale...
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Efficient data persistence and data division for distributed computing in cloud data center networks
Container-based Hadoop distributed file system (HDFS) storage has been widely used in cloud data center networks, while traditional HDFS has single...
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Big Data Analytics Theory, Techniques, Platforms, and Applications
This book introduces readers to big data analytics. It covers the background to and the concepts of big data, big data analytics, and cloud...
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Data Mesh
In the modern data landscape, the amount of data generated is huge. Data can be of varied formats, like XML or JSON files, relational data, images,...
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Data Science 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22–24, 2023, Proceedings, Part I
This two-volume set (CCIS 1879 and 1880) constitutes the refereed proceedings of the 9th International Conference of Pioneering Computer Scientists,...
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Data Science 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22–24, 2023, Proceedings, Part II
This two-volume set (CCIS 1879 and 1880) constitutes the refereed proceedings of the 9th International Conference of Pioneering Computer Scientists,...
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Data Visualizations
Visualizations present the data in the form of graphs and charts. It reveals the patterns, trends, and correlations that might not be observed...
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Data distribution tailoring revisited: cost-efficient integration of representative data
Data scientists often develop data sets for analysis by drawing upon available data sources. A major challenge is ensuring that the data set used for...
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Data Integration
In this chapter, we specify the business requirements and propose the solution concept for data integration. For the side-by-side artificial...
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Data Preparation
Before data can be analyzed, they must be organized into an appropriate form. Data preparation is the process of manipulating and organizing data...
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Cultivating Data Practices Across Boundaries: How Organizations Become Data-driven
In this paper, we analyze the efforts of a public healthcare business intelligence unit to implement and disseminate their data products and thus...
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Data reduction techniques for highly imbalanced medicare Big Data
In the domain of Medicare insurance fraud detection, handling imbalanced Big Data and high dimensionality remains a significant challenge. This study...
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Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data
Differences in data size per class, also known as imbalanced data distribution, have become a common problem affecting data quality. Big Data...
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Big Data
This chapter introduces the fundamental concepts of big data, offering a comprehensive understanding of its definition, key characteristics, and the...
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Analysis on open data as a foundation for data-driven research
Open Data, one of the key elements of Open Science, serves as a foundation for “data-driven research” and has been promoted in many countries....
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Data Types
Like any other software, Power Query supports different data types (formats) and provides a wide range of functions for modifying values based on...