Springer Engineering,
Just published! Principles of Data Science edited by Arabnia, H.R., Daimi, K., Stahlbock, R., Soviany, C., Heilig, L., Brüssau…
Principles of Data Science
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Simulation-Based Data Acquisition
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Altmetric BadgeChapter 2 Coding of Bits for Entities by Means of Discrete Events (CBEDE): A Method of Compression and Transmission of Data
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Altmetric BadgeChapter 3 Big Biomedical Data Engineering
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Altmetric BadgeChapter 4 Big Data Preprocessing: An Application on Online Social Networks
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Altmetric BadgeChapter 5 Feature Engineering
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Altmetric BadgeChapter 6 Data Summarization Using Sampling Algorithms: Data Stream Case Study
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Altmetric BadgeChapter 7 Fast Imputation: An Algorithmic Formalism
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Altmetric BadgeChapter 8 A Scientific Perspective on Big Data in Earth Observation
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Altmetric BadgeChapter 9 Visualizing High-Dimensional Data Using t-Distributed Stochastic Neighbor Embedding Algorithm
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Altmetric BadgeChapter 10 Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches
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Altmetric BadgeChapter 11 Applications in Financial Industry: Use-Case for Fraud Management
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Altmetric BadgeChapter 12 Stochastic Analysis for Short- and Long-Term Forecasting of Latin American Country Risk Indexes