Recent projects

2018

Fluxland

FluxLand.

Collaboration with: MIT Urban risk lab, Fadi Masoud, Isaac Seah and a bunch of other people at MIT and UofT.

2017-2018

Watershed on hypergraphs for data clustering

2017

Education

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Université Paris-Est, Champs-sur-Marne, France.

Ph.D. in Computer Science
2009 - 2012
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Institute of Computing - Unicamp, Campinas, Brazil.

M.Sc. in Computer Science
Generalized visual rhythm and tracking in sport images.

Advisor: Prof. Neucimar J. Leite

2007 - 2009
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Unicamp, Campinas, Brazil.

B.E. in Computer Engineering
Information fusion and object tracking in video images.

Advisor: Prof. Neucimar J. Leite

2002 - 2006

Experience

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Cloud Developer

September 2019 - Present
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Postdoctoral Fellow

An UofT - Connaught Global Challenge project, with researchers from several areas, aiming to improve the understanding of the urban environment in its many facets. My role is to develop new visual analytics methods to enable the identification and dissemination of insights from urban data, to both professionals and the general public.

September 2017 - August 2019
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Postdoctoral fellow

Development of visual analytics systems for urban data and creation of new data clustering methods.

July 2016 - June 2017
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Postdoctoral fellow

Visual analytics for network data, including project management, team coordination, and mentoring.

January 2015 - June 2016
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Systems Analyst

Development of a WebGIS / visual analytics system for the TerraClass project, disseminating knowledge about land use and deforestation in the Amazon Forest.

August 2014 - December 2014
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Postdoctoral fellow

Human motion analysis for underwater sports, camera calibration methods for underwater capture, new methods for asynchronous marker reconstruction, methods for markerless tridimensional pose recovery.

April 2013 - May 2014
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Research Assistant

Signal processing in digital structures. New theory and methods for signal processing in graphs and meshes, applications in the digitization efforts of the French National Library.

March 2009 - December 2011

Selected publications

Visual analytics and data science

  • A Hierarchical Network Simplification Via Non-Negative Matrix Factorization. Dias, M.; Mansour, M.; Dias, F.; Petronetto, F.; Silva, C.T; Nonato, L. G.; SIBGRAPI 2017. Honorable mention.

  • Watersheds on hypergraphs for data clustering Dias, F.; Mansour, Moussa R.; Valdivia, P., Cousty, J; Najman, L.; ISMM 2017, France.

  • Wavelet-based Visual Analysis of Dynamic Networks. Dal Col, A.; Valdivia, P.; Petronetto, F.; Dias, F.; Silva, C.T.; Nonato, L. G.; IEEE TVCG Aug. 2017

  • Some Operators from Mathematical Morphology for the Visual Analysis of Georeferenced Data. Dias, F.; Nonato, L.G.; WVIS - SIBGRAPI 2015. Best paper award.

  • Topological Analysis of Inertial Dynamics. Sagrista, A.; Jordan, S.; Just, A; Dias, F.; Nonato, L.G.; Sadlo, F.; IEEE TVCG/SciVis, 2016.

  • Wavelet-based Visualization of Time-Varying Data on Graphs. Valdivia, P.; Dias, F.; Petronetto, F.; Silva, C.T.; Nonato, L.G.; IEEE VAST 2015.

  • Dimensional operators for mathematical morphology on simplicial complexes. Dias, F; Cousty, J; Najman, L.; PRL, 2014.

  • Morphological filtering on graphs. Cousty, J.; Najman, L.; Dias, F.; Serra, J. CVIU, 2012.

  • Some morphological operators on simplicial complexes. Dias, F. ; Cousty, J. ; Najman, L. DGCI 2011. Short list (3) for best student paper award.

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