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Book
Semantic Kriging for Spatio-temporal Prediction
Authors: --- ---
ISBN: 9811386641 9811386633 Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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Abstract

This book identifies the need for modeling auxiliary knowledge of the terrain to enhance the prediction accuracy of meteorological parameters. The spatial and spatio-temporal prediction of these parameters are important for the scientific community, and the semantic kriging (SemK) and its variants facilitate different types of prediction and forecasting, such as spatial and spatio-temporal, a-priori and a-posterior, univariate and multivariate. As such, the book also covers the process of deriving the meteorological parameters from raw satellite remote sensing imagery, and helps understanding different prediction method categories and the relation between spatial interpolation methods and other prediction methods. The book is a valuable resource for researchers working in the area of prediction of meteorological parameters, semantic analysis (ontology-based reasoning) of the terrain, and improving predictions using auxiliary knowledge of the terrain.


Book
Semantic Kriging for Spatio-temporal Prediction
Authors: --- --- ---
ISBN: 9789811386640 Year: 2019 Publisher: Singapore Springer Singapore :Imprint: Springer

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Impact of Retail CBDC on Digital Payments, and Bank Deposits : Evidence from India
Authors: --- --- --- ---
Year: 2024 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Interest in central bank digital currencies (CBDCs) has been burgeoning with 134 countries now exploring its implementation. In December 2022, India started its CBDC pilot program to continue its transition towards a digitized payments economy. This paper presents the first empirical analysis utilizing detailed transaction data to explore the dynamics between CBDCs and existing digital payment methods, as well as the implications of increased CBDC usage on traditional bank deposits. Our findings reveal that policies which increase transaction costs for current digital payment methods catalyze a substitution effect, bolstering CBDC adoption. Furthermore, an uptick in CBDC usage is associated with a notable decline in bank, cash, and savings deposits, suggesting potential paths to bank disintermediation. This study contributes critical insights into the evolving competition between digital currencies and established financial infrastructures, highlighting the transformative potential of CBDCs on the broader economy.

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Book
Advances in Distributed Computing and Machine Learning
Authors: --- --- --- --- --- et al.
ISBN: 9789811910180 Year: 2022 Publisher: Singapore Springer Nature Singapore :Imprint: Springer


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Advances in Distributed Computing and Machine Learning
Authors: --- --- --- --- --- et al.
ISBN: 9789811910180 9789811910173 9789811910197 Year: 2022 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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This book includes a collection of peer-reviewed best selected research papers presented at the Third International Conference on Advances in Distributed Computing and Machine Learning (ICADCML 2022), organized by Department of Computer Science and Engineering, National Institute of Technology, Warangal, Telangana, India, during 15-16 January 2022. This book presents recent innovations in the field of scalable distributed systems in addition to cutting edge research in the field of Internet of Things (IoT) and blockchain in distributed environments.

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