As in the Master’s degree programme for electrical engineering, electro-mechanical engineering, and applied mathematics, the objective of this major is to provide students with new tools used to understand graphs, discrete mathematics, matrices, and optimisation. For example, students may use these tools when solving communication problems, analysing and recognising data and signals, cryptography and system identification.
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The student shall select: |
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De 15 à 30 CREDITS parmi | ||||||||
Annual block | ||||||||
1 | 2 | |||||||
Prerequisite courses in information and signal processing
Students who have not previously taken LINMA1510 or its equivalent, must take it as part of their major coursework. In this case, the minimum number of required credits for this major increases to 20. |
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LINMA1510 | Linear Control | Denis Dochain | 30h+30h | 5 credits | 2q | x | x | |
Compulsory courses in information and signal processing | ||||||||
LELEC2870 | Machine Learning : regression, dimensionality reduction and data visualization | John Lee (compensates Michel Verleysen) , Michel Verleysen | 30h+30h | 5 credits | 1q | x | x | |
LELEC2885 | Image processing and computer vision | Christophe De Vleeschouwer (coord.) , Laurent Jacques | 30h+30h | 5 credits | 1q | x | x | |
LINGI2348 | Information theory and coding | Jérôme Louveaux (coord.) , Benoît Macq , Olivier Pereira | 30h+15h | 5 credits | 2q | x | x | |
Elective courses in information and signal processing | ||||||||
LELEC2880 | Modem design | Jérôme Louveaux , Luc Vandendorpe | 30h+30h | 5 credits | 2q | x | x | |
LGBIO2050 | Medical Imaging | Anne Bol , John Lee , Benoît Macq , Frank Peeters | 30h+30h | 5 credits | 1q | x | x | |
LINGI2262 | Machine Learning :classification and evaluation | Pierre Dupont | 30h+30h | 5 credits | 2q | x | x | |
LINMA1691 | Discrete mathematics - Graph theory and algorithms | Vincent Blondel , Jean-Charles Delvenne | 30h+22.5h | 5 credits | 1q | x | x | |
LINMA1702 | Optimization models and methods I | François Glineur | 30h+22.5h | 5 credits | 2q | x | x | |
LINMA2111 | Discrete mathematics II : Algorithms and complexity | Vincent Blondel , Jean-Charles Delvenne (coord.) | 30h+22.5h | 5 credits | 1q | x | x | |
LINMA2380 | Matrix computations | Raphaël Jungers | 30h+22.5h | 5 credits | 1q | x | x | |
LINMA2875 | System Identification | Julien Hendrickx | 30h+30h | 5 credits | 2q | x | x | |
LMAT2450 | Cryptography | Olivier Pereira | 30h+15h | 5 credits | 1q | x | x |