Principles of Data Science - Transactions on Computational Science and Computational Intelligence
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Published By Springer International Publishing

9783030439804, 9783030439811
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A Scientific Perspective on Big Data in Earth Observation

2020 ◽  
pp. 155-188
Author(s):  
Corina Vaduva ◽  
Michele Iapaolo ◽  
Mihai Datcu
Keyword(s):  
Big Data ◽  
Earth Observation

Stochastic Analysis for Short- and Long-Term Forecasting of Latin American Country Risk Indexes

2020 ◽  
pp. 249-272
Author(s):  
Julián Pucheta ◽  
Gustavo Alasino ◽  
Carlos Salas ◽  
Martín Herrera ◽  
Cristian Rodriguez Rivero
Keyword(s):  
Latin American ◽  
Latin American Country ◽  
Stochastic Analysis ◽  
Country Risk ◽  
Short And Long Term ◽  
Long Term Forecasting

Data Summarization Using Sampling Algorithms: Data Stream Case Study

2020 ◽  
pp. 105-124
Author(s):  
Rayane El Sibai ◽  
Jacques Bou Abdo ◽  
Yousra Chabchoub ◽  
Jacques Demerjian ◽  
Raja Chiky ◽  
...  
Keyword(s):  
Data Stream ◽  
Data Summarization ◽  
Sampling Algorithms

Feature Engineering

2020 ◽  
pp. 79-103
Author(s):  
Sorin Soviany ◽  
Cristina Soviany
Keyword(s):  
Feature Engineering

Coding of Bits for Entities by Means of Discrete Events (CBEDE): A Method of Compression and Transmission of Data

2020 ◽  
pp. 17-30
Author(s):  
Reinaldo Padilha França ◽  
Yuzo Iano ◽  
Ana Carolina Borges Monteiro ◽  
Rangel Arthur
Keyword(s):  
Discrete Events

Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches

2020 ◽  
pp. 207-231
Author(s):  
Corneliu Octavian Dumitru ◽  
Gottfried Schwarz ◽  
Gabriel Dax ◽  
Vlad Andrei ◽  
Dongyang Ao ◽  
...  
Keyword(s):  
Machine Learning ◽  
Image Analysis ◽  
Earth Observation ◽  
Innovative Approaches
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