en

School on Nonlinear Time Series Analysis and Complex Networks in the Big Data Era, 19 February – 2 March 2018, Brazil

School on Nonlinear Time Series Analysis and Complex Networks in the Big Data Era, 19 February – 2 March 2018, Brazil

Brazil 01 Dec 2017

OPPORTUNITY DETAILS

Total reward
0 $
Area
Host Country
Deadline
01 Dec 2017
Study level
Opportunity type
Opportunity funding
Full funding
Eligible Countries
This opportunity is destined for all countries
Eligible Region
All Regions

School on Nonlinear Time Series Analysis and Complex Networks in the Big Data Era

February 19 – March 2, 2018

São Paulo, Brazil

This two-week school will provide participants (mainly PhD students and postdocs) a broad overview of the state-of-the-art in the field of Big Data analysis tools, including the most recent advances in complex networks and methods for the analysis of large time series and datasets, focusing on nonlinear dynamics and network science.

Topics to be covered include:

  • Time delay embedding and phase space reconstruction
  • Tools for chaotic systems (Lyapunov exponents, fractal dimensions)
  • Symbolic encoding techniques
  • Information-theory measures (block entropy, permutation entropy, mutual information, conditional mutual information)
  • Complexity measures
  • Extreme value analysis
  • Structure of Networks
  • Mapping time series to networks (recurrence networks, visibility graphs)
  • From Big data to Networks: Compression sampling, dynamical modal decomposition

Introductory lecturers will be followed by hands-on sessions where the students will have the opportunity to work in small-groups, on real-world datasets. In these sessions the participants will gain practical experience in applying the nonlinear “big-data” tools to the observed output signals of complex systems. This school is part of the topics in Nonlinear Science: Fundamentals and Applications.  There is no registration fee and limited funds are available for travel and local expenses for participants from academic or research institutions.

Lecturers:

  • Alex Arenas (Universitat Rovira i Virgili, Spain)
  • Murilo Baptista (University of Aberdeen, UK)
  • Ernesto Estrada (University of Strathclyde, UK)
  • Marta Gonzalez (MIT, U.S.A.)
  • Osvaldo Rosso (Universidade Federal de Alagoas, Brazil & CONICET, Argentina)

Organizers:

  • Hilda A. Cerdeira (IFT-UNESP, Brazil)
  • Jesus Gomez-Gardenes (University of Zaragoza, Spain)
  • Cristina Masoller (Universitat Politecnica de Catalunya-Terrassa, Spain) 

For more information please click "Further Official Information" below.

Other organizations


Choose your study destination


Choose the country you wish to travel to study for free, work or volunteer

Please find also


Featured tags


Free Scholarships Bachelor 2024-2025 Free Bachelor Scholarships 2024 how to get a scholarship after the baccalaureate bachelor baccalaureate nursing science baccalaureate