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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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This book constitutes the refereed proceedings of the 5th International Conference on... Læs mere
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This is a book about software engineering, bioinformatics, the C++ programming language and the SeqAn library.
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This book explains how depth measurements from the Time-of-Flight (ToF) range imaging cameras are influenced by the electronic timing-jitter. The... Læs mere
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This book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike.
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This gap has driven a wave of research for deep learning on graphs, including graph representation learning, graph generation, and graph classification.
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This book focuses on end-to-end robotic applications using vision and control algorithms, exposing its readers to design innovative solutions towards sensors-guided robotic bin-picking and assembly in an unstructured environment.
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This accessible, comprehensive guide is aimed at students, practitioners, engineers, and users. The emphasis is on building robust,... Læs mere
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The mathematical theory of tangles, the centrepiece of the celebrated Robertson-Seymour theory of graph minors, finds... Læs mere
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Contents-Basic Foundations of Pattern Recognition and Artificial Intelligence, Methodologies of Machine Vision and... Læs mere