Profile
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2014-:
Associate Professor,
Univ. Rennes 1, IRISA, Team Linkmedia -
2013-2014:
Post doctoral researcher at FEMTO-ST, Besançon on time series mining for prognostics -
2012-2013: Assistant Professor at AgroCampus Ouest, Rennes, France, on time series mining
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2011-2012:
Post doctoral researcher at INESC, Porto, Portugal, on machine learning applied to anomaly detection in network enterprise data -
2008-2010:
Teaching assistant at the Université de Rennes 1 in computer science and signal processing -
2005-2008:
PhD Thesis in the TEMICS project (IRISA), on joint source/channel coding for wireless transmission -
2005:
Master Thesis in the TEMICS project (IRISA), on soft decoding of variable length codes -
2004-2005:
Master Degree in Signal and Image Processing at the Université de Rennes 1 -
2004:
One semester of courses in the Bachelor of Electrical Engineering, University of Newcastle, Australia -
2002-2005: Engineering Degree at the National School of Telecommunications of Brittany
Current research interests
- Motif extraction in multimedia data
- Data mining, particularly time series mining
- Motif extraction in time series
- Machine learning for time series
- Time series classification
- Time series indexing
Some past research interests
- Source coding/decoding, joint source and channel coding
- Distributed arithmetic coding
Publications
Exported from HAL. Group by type or year.
Retrieving publications from HAL
Teaching (french version only)
AgroCampus West, Rennes (2012-2013)
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Algorithms and Programming in Python – 33h eq. TD, including 8h CM
Level: 2nd year Agricultural Engineer diploma, equivalent to M1
Keywords: algorithm basics, using Python -
Algorithms and Programming in Python, application to image processing – 40h eq. TD, including 12h CM
Level: Master 1 Geography, Image Course
Keywords: algorithm basics, using Python, image processing -
Databases and programming in R – 50h eq. TD
Level: 1st year Agricultural Engineer diploma, equivalent to L3
Keywords: relational databases, SQL, algorithms, use of R -
Machine learning – 15h eq. TD, including 6h CM
Level: Master 2 Geography, Image Course
Keywords: supervised and unsupervised learning methods, remote sensing image application -
Computer application development methods, 16h eq.TD
Level: 2nd year Agricultural Engineer diploma, equivalent to M1 Keywords: object concepts, UML diagrams -
Object programming with Java, 33h eq.TD, including 8h CM
Level: 2nd year Agricultural Engineer diploma, equivalent to M1 Keywords: object modeling, inheritance, polymorphism, Java language
Univ. Rennes 1 and scientific preparatory classes, Chateaubriand high school, Rennes (2005 – 2010)
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Image and video compression – 45h eq.TD including 24h CM
Level: 3rd year ESIR Rennes Engineering diploma (eq. Master 2)
Keywords: Information theory, entropy coding, JPEG-MPEG standards -
Image processing (16h eq.TD)
Level: 2nd year ESIR Rennes Engineering diploma (eq. Master 1)
Keywords: filtering, Fourier transform, wavelets, morphology, segmentation, seam carving -
Vision (25h eq.TD)
Level: 3rd year ESIR Rennes Engineering diploma (eq. Master 2)
Keywords: hidden Markov chains, estimation, image descriptors… -
Introduction to algorithms and programming (~200h eq.TD)
Bachelor’s degree 1, Bachelor’s degree 2 and Master’s degree CCI, scientific preparatory classes
Keywords: variables, program structures, loops, data structure, Java, C, Mathematica, Scilab -
Office automation (32h eq.TD)
Licence 1
Keywords: word processing, spreadsheet, slideshows -
Databases (10h eq.TD)
Master CCI
Keywords: relational algebra, queries, SQL, data sharing, concurrency -
Statistics (6h eq.TD)
1st year of ESIR Rennes Engineering diploma (eq. Licence 3)
Keywords: descriptive statistics, usual distributions, correlation, correlation test, hypothesis testing
