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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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Big Data
Big Data steht als Sammelbegriff für jegliche Art und große Anzahl von Daten, die mit traditionellen Datenanalyseverfahren nicht mehr handhabbar sind...
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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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A systematic data characteristic understanding framework towards physical-sensor big data challenges
Big data present new opportunities for modern society while posing challenges for data scientists. Recent advancements in sensor networks and the...
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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
Durch die Digitalisierung werden größere Mengen an Daten erfassbar und verwertbar, die für Analysen, Entscheidungen und Neuausrichtungen von...
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Debugging Big Data Systems for Big Data Analytics
This chapter unveils the intricate art of debugging big data systems for optimal analytics performance, providing a comprehensive guide to navigating...
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Big-IDS: a decentralized multi agent reinforcement learning approach for distributed intrusion detection in big data networks
The growing complexity of security threats and the pervasive prevalence of cyberattacks have become more apparent in the present era, and the advent...
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Data protection in heterogeneous big data systems
Modern Big Data systems are notable for their scale and, often, their distributed organization. A feature of a number of Big Data systems is the use...
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Big Data Management
Big Data Management betrifft die Organisation, Verwaltung und Governance von großen strukturierten und unstrukturierten Datenvolumen. Der aus dem...
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Big Data Analytics
This chapter introduces the dynamic domain of big data analytics, illuminating its multifaceted aspects and profound significance. It commences by...
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Big Data Monitoring
In this chapter, the reader is introduced to the pivotal domain of big data monitoring, delving into the fundamental concepts and tools essential for...
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Big Data
Before moving towards the policy process or even assessing what big data actually might impact within the policymaking process, we need to account...
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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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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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Big Brain Data Initiatives in Universiti Sains Malaysia: Data Stewardship to Data Repository and Data Sharing
The sharing of open-access neuroimaging data has increased significantly during the last few years. Sharing neuroimaging data is crucial to...
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Education big data and learning analytics: a bibliometric analysis
The contemporary era’s extensive use of data, particularly in education, has provided new insights and benefits. This data is called ‘education big...
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Data Modeling in Big Data Systems Including Polystore and Heterogeneous Information Processing Components
AbstractThis paper is studies modeling data in big data systems, including polystores and other heterogeneous information processing components....
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15 years of Big Data: a systematic literature review
Big Data is still gaining attention as a fundamental building block of the Artificial Intelligence and Machine Learning world. Therefore, a lot of...
