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For this, several state-of-the-art data processing approaches including data pre-processing, classification, regression, and clustering are introduced, tested, and evaluated to highlight their benefits and constraints where data is sensitive, real-time, and/or semi-structured.
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The book presents the proceedings of the 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2023), held at Cardiff School of Technologies, Cardiff Metropolitan University, Cardiff, Wales, UK, during April 11–12, 2023.
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Readers will learn to understand statistical hypothesis testing and how to interpret P-values under a variety of conditions including a single hypothesis test, a collection of hypothesis tests, and tests performed on accumulating data.
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This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing;
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This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence, and data analytics, along with advances in network technologies.
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This book covers various cutting-edge computing technologies and their applications over data. It discusses in-depth knowledge on big data and cloud... Læs mere
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This book considers the challenges related to the effective implementation of artificial intelligence (AI) and machine learning (ML) technologies to the cultural heritage digitization process.
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High-dimensional data visualisation is valuable for understanding dimension reduction methods, unsupervised and supervised classification.... Læs mere
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This book presents detailed theoretical study of Business Analytics including analytical methods from various aspects such as descriptive/predictive analytics,... Læs mere
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Everyone talks about data quality issues, but not the consequences. From the top to the bottom of an organisation, everyone should understand the impact of dirty data and how to spot it. Being an entirely revised new edition, this book will show you how.