Information Visualization in Data Mining and Knowledge Discovery (The Morgan Kaufmann Series in Data Management Systems)

Information Visualization in Data Mining and Knowledge Discovery (The Morgan Kaufmann Series in Data Management Systems)

Usama Fayyad , Georges Grinstein , Andreas Wierse
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英語 · 精裝書
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格式 精裝書
語言 英語
出版商 Morgan Kaufmann

描述

This work explores the intersection of information visualization, data mining, and knowledge discovery, providing insights into how visual techniques can enhance the understanding of complex data sets. Its authors delve into a range of methods and tools designed to assist analysts in revealing patterns and insights that might remain hidden in raw data.

The book emphasizes the importance of effectively communicating data through visual means, showcasing how thoughtful design can lead to better decision-making and improved data interpretation. Readers are guided through various applications and case studies, illustrating the practical benefits of integrating visualization into data analysis workflows.

With a focus on advancements in technology and the ever-growing volume of data, this volume serves as a valuable resource for practitioners and researchers alike. Its comprehensive approach to the subject matter ensures that readers gain a solid grounding in both theory and application, making it a vital addition to the literature on data management systems.
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