Study Programmes 2015-2016
Faculty of Applied Sciences
Master in computer science and engineering (120 ECTS)
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Block view of the study programmeOrThPrOtCr
Bloc 1 du programme de l'année
Compulsory Courses
 INFO0085-1Q225-[+]5
 Compilers - Pierre Geurts - [75h Proj.]
Corequisite :
INFO0016-1 - Introduction to the theory of computation
 INFO0063-1Q13024[+]5
 Object-oriented software engineering (english language) - Bernard Boigelot - [30h Proj.]
 INFO0016-1Q13030-5
 Introduction to the theory of computation (english language) - Pierre Wolper
 MATH0462-1Q13020[+]5
 Discrete optimization (english language) - Quentin Louveaux - [25h Proj.]
 INFO0051-1Q13025[+]5
 Logic (english language) - Pascal Gribomont - [10h Proj.]
 ELEN0060-2Q23015[+]5
 Information and coding theory (english language) - Louis Wehenkel - [30h Proj.]
 GEST3162-1Q12525-5
 Principles of management (english language) - Michael Ghilissen, François Pichault, Thierry Pironet, Didier Van Caillie
 PROJ0010-1TA10-[+]10
 Integrated software project, including fundamentals in project management (english language) - Jean-Louis Binot, Bernard Boigelot, Benoît Donnet, Guy Leduc, Laurent Mathy - [290h Proj.]
Corequisite :
INFO0063-1 - Object-oriented software engineering
Optional courses
Choose one orientation below :
Computer systems and networks
Compulsory Courses
 INFO0031-1Q135-[+]5
 Computer network architectures and multimedia (english language) - Guy Leduc - [6h Labo., 25h Proj.]
 INFO0045-3Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
Optional courses
Choose 5 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
Corequisite :
INFO0064-2 - Embedded systems
 INFO0941-1Q220-[+]5
 Network measurement and monitoring (english language) - Benoît Donnet - [60h Proj.]
Corequisite :
INFO0031-1 - Computer network architectures and multimedia
 INFO2051-1Q21510[+]5
 Object-oriented programming on mobile devices (english language) - Laurent Mathy - [90h Proj.]
 INFO0056-1Q230-[+]5
 Managing and securing computer networks (english language) - Guy Leduc - [12h Labo., 55h Proj.]
Corequisite :
INFO0045-3 - Introduction to computer security
 ELEN0062-1Q1305[+]5
 Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
Intelligent systems
Compulsory Courses
 ELEN0062-1Q1305[+]5
 Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
Corequisite :
MATH0462-1 - Discrete optimization
Optional courses
Choose 5 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
Corequisite :
INFO0064-2 - Embedded systems
 ELEN0016-2Q13010[+]5
 Computer vision (english language) - Marc Van Droogenbroeck - [50h Proj.]
 INFO0948-2Q2304[+]5
 Introduction to intelligent robotics (english language) - Renaud Detry - [80h Proj.]
Corequisite :
ELEN0062-1 - Applied inductive learning
ELEN0016-2 - Computer vision
 INFO0049-1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
Corequisite :
INFO0051-1 - Logic
 INFO2049-1Q230--5
 Web and Text Analytics (english language) - Ashwin Ittoo
Corequisite :
ELEN0062-1 - Applied inductive learning
 INFO2046-2Q125-[+]5
 Computational geometry (english language) - Eric Béchet - [95h Proj.]
 MECA0031-2Q23020[+]5
 Kinematics and dynamics of mechanisms (english language) - Olivier Bruls - [40h Proj.]
 GBIO0002-1Q13030-5
 Genetics and Bioinformatics (english language) - Franck Dequiedt, Kristel Van Steen
Bloc 2 du programme de l'année
Compulsory Courses
 ATFE0015-1TA--[+]25
 Master thesis (english language) - Collégialité - [750h Proj.]
Optional courses
[...]With the agreement of the jury, choose 5 credits in any course programme of the University-
Single focus
Research focus
Students will carry on with their chosen option :
Computer systems and networks
Choose 10 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
Corequisite :
INFO0064-2 - Embedded systems
 INFO0941-1Q220-[+]5
 Network measurement and monitoring (english language) - Benoît Donnet - [60h Proj.]
Corequisite :
INFO0031-1 - Computer network architectures and multimedia
 INFO2051-1Q21510[+]5
 Object-oriented programming on mobile devices (english language) - Laurent Mathy - [90h Proj.]
 ELEN0062-1Q1305[+]5
 Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
 INFO0056-1Q230-[+]5
 Managing and securing computer networks (english language) - Guy Leduc - [12h Labo., 55h Proj.]
Corequisite :
INFO0045-3 - Introduction to computer security
 ELEN0002-2Q13022[+]5
 Introduction to audio and video techniques (english language) - Jean-Jacques Embrechts - [8h Labo.]
 SYST0003-1Q13030[+]5
 Linear control systems (english language) - Guillaume Drion - [6h Labo.]
Intelligent systems
 SYST0003-1Q13030[+]5
 Linear control systems (english language) - Guillaume Drion - [6h Labo.]
Choose 5 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
Corequisite :
INFO0064-2 - Embedded systems
 ELEN0016-2Q13010[+]5
 Computer vision (english language) - Marc Van Droogenbroeck - [50h Proj.]
 INFO0948-2Q2304[+]5
 Introduction to intelligent robotics (english language) - Renaud Detry - [80h Proj.]
Corequisite :
ELEN0016-2 - Computer vision
ELEN0062-1 - Applied inductive learning
 INFO0049-1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
Prerequisite :
INFO0051-1 - Logic
 INFO0939-1Q13015[+]5
 High performance scientific computing (english language) - Christophe Geuzaine - [20h Proj.]
 INFO2046-2Q125-[+]5
 Computational geometry (english language) - Eric Béchet - [95h Proj.]
 INFO2049-1Q230--5
 Web and Text Analytics (english language) - Ashwin Ittoo
Corequisite :
ELEN0062-1 - Applied inductive learning
 MECA0031-2Q23020[+]5
 Kinematics and dynamics of mechanisms (english language) - Olivier Bruls - [40h Proj.]
 GBIO0002-1Q13030-5
 Genetics and Bioinformatics (english language) - Franck Dequiedt, Kristel Van Steen
[...]Choose 20 credits in your option, in the other option or in the list below :-

Computer science
 INFO0031-1Q135-[+]5
 Computer network architectures and multimedia (english language) - Guy Leduc - [6h Labo., 25h Proj.]
 INFO0045-3Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
 INFO0026-3Q22424[+]5
 Computer graphics (english language) - Eric Béchet - [45h Proj.]
 INFO0027-2Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0050-1TA1510[+]5
 Constraint programming projects (english language) - Pascal Gribomont - [80h Proj.]
Corequisite :
INFO0049-1 - Knowledge representation
 INFO0060-1Q23010[+]5
 Concurrent system verification and temporal logic (english language) - Bernard Boigelot, Pascal Gribomont, Pierre Wolper - [20h Proj.]
Prerequisite :
INFO0016-1 - Introduction to the theory of computation
INFO0051-1 - Logic

Signal processing
 ELEN0019-2Q15-[+]5
 Audio signal processing : principles and experiments (english language) - Jean-Jacques Embrechts - [24h Labo., 30h Proj.]
 ELEN0071-1Q24515[+]5
 Digital Signal Processing (english language) - Jacques Verly - [40h Proj.]

Biomedical engineering and bioinformatics
 GBIO0008-2Q23312[+]5
 Medical imaging (english language) - Christophe Phillips - [8h Labo., 1d FW]
 GBIO0009-1Q12515[+]5
 Topics in bioinformatics (english language) - Kristel Van Steen - [35h Proj.]
Prerequisite :
GBIO0002-1 - Genetics and bioinformatics
 GBIO0029-1Q13015[+]5
 Bioelectronics (english language) - Michael Kraft - [20h Labo., 20h Proj.]
 GBIO0030-1Q22515[+]5
 Computational approaches to statistical generics (english language) - Kristel Van Steen - [35h Proj.]
Prerequisite :
GBIO0002-1 - Genetics and bioinformatics
 GBIO0031-1Q2--[+]5
 Learning from genomic data (english language) - Kristel Van Steen - [150h Proj.]
Prerequisite :
GBIO0002-1 - Genetics and bioinformatics

Applied mathematics and modelling
 MATH0461-2Q13020[+]5
 Introduction to numerical optimization (english language) - Quentin Louveaux - [25h Proj.]

Electronics
 ELEN0078-2Q23022[+]5
 Acoustics and electroacoustics (english language) - Jean-Jacques Embrechts - [8h Labo.]
 ELEN0037-1Q23020[+]5
 Microelectronics and IC design (english language) - Michael Kraft - [40h Proj.]
 ELEN0038-1Q2305[+]5
 Microsystems (english language) - Michael Kraft - [20h Labo., 40h Proj.]

Internships and projects (15 ECTS maximum)
 ASTG9005-1TA--[+]10
 Research Internship (english language) - Benoît Donnet - [300h Proj.]
 ASTG0021-1TA--[+]10
 Technical company internship (english language) - Laurent Mathy - [300h Proj.]
Remarque : the two internships are mutually exclusive
 PROJ0011-1TA--[+]5
 Personal student project (english language) - Bernard Boigelot, Collégialité - [150h Proj.]
Programme transitoire à destination des étudiants ayant réussi leur master 1 de "Master en ingénieur civil en informatique, à finalité spécialisée en gestion" en 2014-2015
Programme transitoire à destination des étudiants ayant réussi leur master 1 de "Master en ingénieur civil en informatique, à finalité approfondie" en 2014-2015
Bloc 1 du programme de l'année
Optional courses
Single focus
Research focus
Pursuit of the option :
Computer systems and networks
Choose 10 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
 INFO0941-1Q220-[+]5
 Network measurement and monitoring (english language) - Benoît Donnet - [60h Proj.]
 INFO2051-1Q21510[+]5
 Object-oriented programming on mobile devices (english language) - Laurent Mathy - [90h Proj.]
 ELEN0062-1Q1305[+]5
 Applied Inductive Learning (english language) - Pierre Geurts, Louis Wehenkel - [40h Proj.]
 INFO0056-1Q230-[+]5
 Managing and securing computer networks (english language) - Guy Leduc - [12h Labo., 55h Proj.]
 ELEN0002-2Q13022[+]5
 Introduction to audio and video techniques (english language) - Jean-Jacques Embrechts - [8h Labo.]
 SYST0003-1Q13030[+]5
 Linear control systems (english language) - Guillaume Drion - [6h Labo.]
Intelligent systems
 SYST0003-1Q13030[+]5
 Linear control systems (english language) - Guillaume Drion - [6h Labo.]
Choose 5 credits in the following list :
 INFO0064-2Q12520-3
 Embedded systems (english language) - Bernard Boigelot
 INFO2055-1Q2--[+]2
 Embedded systems project (english language) - Bernard Boigelot - [60h Proj.]
 ELEN0016-2Q13010[+]5
 Computer vision (english language) - Marc Van Droogenbroeck - [50h Proj.]
 INFO0948-2Q2304[+]5
 Introduction to intelligent robotics (english language) - Renaud Detry - [80h Proj.]
 INFO0049-1Q23025[+]5
 Knowledge representation (english language) - Pascal Gribomont - [50h Proj.]
 INFO0939-1Q13015[+]5
 High performance scientific computing (english language) - Christophe Geuzaine - [20h Proj.]
 INFO2046-2Q125-[+]5
 Computational geometry (english language) - Eric Béchet - [95h Proj.]
 INFO2049-1Q230--5
 Web and Text Analytics (english language) - Ashwin Ittoo
 MECA0031-2Q23020[+]5
 Kinematics and dynamics of mechanisms (english language) - Olivier Bruls - [40h Proj.]
 GBIO0002-1Q13030-5
 Genetics and Bioinformatics (english language) - Franck Dequiedt, Kristel Van Steen
[...]Choose 20 credits in your option, in the other option or in the list below :20

Computer science
 INFO0031-1Q135-[+]5
 Computer network architectures and multimedia (english language) - Guy Leduc - [6h Labo., 25h Proj.]
 INFO0045-3Q23010[+]5
 Introduction to computer security (english language) - Benoît Donnet - [8h Labo., 30h Proj.]
 INFO0026-3Q22424[+]5
 Computer graphics (english language) - Eric Béchet - [45h Proj.]
 INFO0027-2Q23024[+]5
 Programming techniques (english language) - Laurent Mathy - [70h Proj.]
 INFO0050-1TA1510[+]5
 Constraint programming projects (english language) - Pascal Gribomont - [80h Proj.]
 INFO0060-1Q23010[+]5
 Concurrent system verification and temporal logic (english language) - Bernard Boigelot, Pascal Gribomont, Pierre Wolper - [20h Proj.]

Signal processing
 ELEN0019-2Q15-[+]5
 Audio signal processing : principles and experiments (english language) - Jean-Jacques Embrechts - [24h Labo., 30h Proj.]
 ELEN0071-1Q24515[+]5
 Digital Signal Processing (english language) - Jacques Verly - [40h Proj.]

Biomedical engineering and bioinformatics
 GBIO0008-2Q23312[+]5
 Medical imaging (english language) - Christophe Phillips - [8h Labo., 1d FW]
 GBIO0009-1Q12515[+]5
 Topics in bioinformatics (english language) - Kristel Van Steen - [35h Proj.]
 GBIO0029-1Q13015[+]5
 Bioelectronics (english language) - Michael Kraft - [20h Labo., 20h Proj.]
 GBIO0030-1Q22515[+]5
 Computational approaches to statistical generics (english language) - Kristel Van Steen - [35h Proj.]
 GBIO0031-1Q2--[+]5
 Learning from genomic data (english language) - Kristel Van Steen - [150h Proj.]

Applied mathematics and modelling
 MATH0461-2Q13020[+]5
 Introduction to numerical optimization (english language) - Quentin Louveaux - [25h Proj.]

Electronics
 ELEN0078-2Q23022[+]5
 Acoustics and electroacoustics (english language) - Jean-Jacques Embrechts - [8h Labo.]
 ELEN0037-1Q23020[+]5
 Microelectronics and IC design (english language) - Michael Kraft - [40h Proj.]
 ELEN0038-1Q2305[+]5
 Microsystems (english language) - Michael Kraft - [20h Labo., 40h Proj.]

Internship and projects (15 ECTS maximum)
 ASTG9005-1TA--[+]10
 Research Internship (english language) - Benoît Donnet - [300h Proj.]
 ASTG0021-1TA--[+]10
 Technical company internship (english language) - Laurent Mathy - [300h Proj.]
Remarque : the two internships are mutually exclusive
 PROJ0011-1TA--[+]5
 Personal student project (english language) - Bernard Boigelot, Collégialité - [150h Proj.]
Compulsory Courses
 ATFE0015-1TA--[+]25
 Master thesis (english language) - Collégialité - [750h Proj.]
[...]With the agreement of the jury, choose 5 credits in any course programme of the University-