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This book explains the world of database systems to bioinformatics and cheminformatics database users. It begins with a survey of popular databases, including primary... Læs mere
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This book is designed to provide a comprehensive introduction to algorithms and data structures for on-disk based sorting and searching, as well as advanced disk... Læs mere
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The ultimate objective of this book is to provide the academic and industrial communities with an in-depth introduction to the recent advances in development,... Læs mere
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Combining knowledge with strategies, this is the first comprehensive book on data structure in programming contests. It is... Læs mere
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This book provides an introduction to text mining using some of the most popular and powerful open-source tools: KNIME, RapidMiner,... Læs mere
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This book describes a novel approach to scientific research that uses unstructured data analysis as a generative tool for... Læs mere
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Reinforcement learning (RL) is a framework for decision making in unknown environments based on a large amount of data. Several... Læs mere
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Presenting the contributions of leading experts in their respective fields, this book bridges the gap between the vastness of Big Data and the appropriate... Læs mere
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Through many examples of good database design, this book shows that relational databases are the best way to store, search, and act on chemical... Læs mere
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This book addresses the need of humanities scholars for whom technology and data now play a large role in their research... Læs mere
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This book presents various learning analytics approaches and applications, including the process of determining the coding scheme, analyzing the collected data, and interpreting the... Læs mere
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This book provides a comprehensive, multidisciplinary and cutting-edge perspective on big data for regional science. Chapters contain a collection of research notes by experts from all over the world with a wide array of disciplinary backgrounds.