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Classical statistical tools that handled real-life data have become inadequate upon the emergence of Big Data. Random... Læs mere
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The text discusses theoretical background of algorithms and applications of methods using social science problems. It explores... Læs mere
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Explores the cutting-edge integration of generative AI techniques to enhance environmental remote sensing, providing a... Læs mere
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The book integrates concepts from various disciplines, including quantum mechanics, algebra, and information theory, providing a comprehensive understanding of how these fields intersect and contribute to advances in coding theory and cryptography.
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Diversity-Driven Evolutionary Algorithms For Solving Engineering Problems explores optimization algorithms and their applications across diverse engineering domains.
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Bias and Beyond is anchored in a commitment to Diversity, Equity, and Inclusion (DEI), not only as aspirational values but as methodological imperatives that must inform every aspect of data practice.
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An accessible introductory to advanced text focusing on integrating scientific computing methods and algorithms with modern data analysis techniques, including basic applications of machine learning in the sciences and engineering.
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This Element introduces computability theory and its use in explaining empirical phenomena. Aimed at advanced undergraduates and graduates in philosophy, it... Læs mere
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This book presents a semantic-based explainable framework based on knowledge graph and semantic web technology focusing on designing XAI system that... Læs mere
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This textbook for upper-year undergraduates and graduates concentrates on mining networks, a subfield within data science. Changes and updates to this edition include: new... Læs mere
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This book explains how the Z Garbage Collector was designed, why it was designed this way, the common pitfalls to avoid when using ZGC in JDK 25 and how to get useful... Læs mere
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The book provides detailed descriptions of nonlinear optical phenomena starting from basic principles to state of the art... Læs mere