Principles of Data Science - Transactions on Computational Science and Computational Intelligence
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(FIVE YEARS 13)

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Published By Springer International Publishing

9783030439804, 9783030439811

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A Scientific Perspective on Big Data in Earth Observation

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_8 ◽

2020 ◽

pp. 155-188

Author(s):

Corina Vaduva ◽

Michele Iapaolo ◽

Mihai Datcu

Keyword(s):

Big Data ◽

Earth Observation

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

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_12 ◽

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

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Applications in Financial Industry: Use-Case for Fraud Management

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_11 ◽

2020 ◽

pp. 233-248

Author(s):

Sorin Soviany ◽

Cristina Soviany

Keyword(s):

Use Case ◽

Financial Industry

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Data Summarization Using Sampling Algorithms: Data Stream Case Study

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_6 ◽

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

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Simulation-Based Data Acquisition

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_1 ◽

2020 ◽

pp. 1-15

Author(s):

Fabian Lorig ◽

Ingo J. Timm

Keyword(s):

Data Acquisition ◽

Simulation Based

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Fast Imputation: An Algorithmic Formalism

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_7 ◽

2020 ◽

pp. 125-153

Author(s):

Devisha Arunadevi Tiwari

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Feature Engineering

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_5 ◽

2020 ◽

pp. 79-103

Author(s):

Sorin Soviany ◽

Cristina Soviany

Keyword(s):

Feature Engineering

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Big Data Preprocessing: An Application on Online Social Networks

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_4 ◽

2020 ◽

pp. 49-78

Author(s):

Androniki Sapountzi ◽

Kostas E. Psannis

Keyword(s):

Social Networks ◽

Big Data ◽

Online Social Networks ◽

Data Preprocessing

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

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_2 ◽

2020 ◽

pp. 17-30

Author(s):

Reinaldo Padilha França ◽

Yuzo Iano ◽

Ana Carolina Borges Monteiro ◽

Rangel Arthur

Keyword(s):

Discrete Events

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

Principles of Data Science - Transactions on Computational Science and Computational Intelligence ◽

10.1007/978-3-030-43981-1_10 ◽

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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Principles of Data Science - Transactions on Computational Science and Computational IntelligenceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

A Scientific Perspective on Big Data in Earth Observation

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

Applications in Financial Industry: Use-Case for Fraud Management

Data Summarization Using Sampling Algorithms: Data Stream Case Study

Simulation-Based Data Acquisition

Fast Imputation: An Algorithmic Formalism

Feature Engineering

Big Data Preprocessing: An Application on Online Social Networks

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

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

Principles of Data Science - Transactions on Computational Science and Computational Intelligence
Latest Publications