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Inpainting, or virtual image completion, is sometimes the only way of restoring precious artwork. The... Læs mere
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This survey of formulation, algorithms, and structural results in POMDPs focuses on underlying concepts and... Læs mere
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This book is a concise but thorough introduction to the tools commonly used in pattern recognition and machine learning, including... Læs mere
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This book introduces a powerful selection of methodologies and approaches for constructing models from data from various domains from statistics to complexity science.... Læs mere
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This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics. It also provides a detailed explanation of how to process data in R as well as the respective code.
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This book focuses on next generation sequencing, which is completely changing how we examine organisms and has a great impact on the areas of biomedical research and disease diagnosis.
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This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question.
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