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Observational calculi were introduced in the 1960’s as a tool of logic of discovery. Formulas of observational calculi correspond to assertions on analysed... Læs mere
In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. This book focuses on rare category analysis, where the majority classes have smooth distributions, and the minority classes exhibit the compactness property.
This book provides state-of-the-art accountsin computational algorithms/tools, database management and database technologies,... Læs mere
This book provides state-of-the-art accountsin computational algorithms/tools, database management and database technologies,... Læs mere
This book introduces a general conceptual framework for the analysis of movement data from various sources. It illustrates all algorithms and methods with the help of sample applications from various domains.
These languages are quite similar with respect to persistency, and the authors explain their differences where... Læs mere
Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. This book is dedicated to object... Læs mere
This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology.
In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues.
To address the spatiotemporalspecialties of spatial data, the authors introduce the key concepts andalgorithms of the data field, cloud model, mining view, and Deren Li methods.
This book has a collection of articles written by Big Data experts to describe some of the cutting-edge methods and applications from their respective areas of interest, and provides the reader with a detailed overview of the field of Big Data Analytics as it is practiced today.