Université Libre de Bruxelles - Service CoDE - Laboratoire WIT teaching

teaching:acknowledgement_bpm

Thu, 06 Dec 2012 16:19:43 +0200

The slides for the BPM course are a mixture of slides by Wil van der Aalst, my own slides, and slides provided with the following books: I would like to acknowledge and thank prof. Wil van der Aalst for kindly sharing his lecturing material.

INFOH420 - Business Process Management - Week 1

Thu, 19 Sep 2013 16:38:30 +0200

INFOH420 - Business Process Management - Week 1 Small Summary * Introduction to the course; motivation * Business process lifecyle * Petri-nets as a basis for workflow modelling * Properties of Petri-nets Supporting material * Chapter 1 of the book by Weske

INFOH420 - Business Process Management - Week 2

Sun, 13 Oct 2013 21:14:29 +0200

INFOH420 - Business Process Management - Week 2 Small Summary * Enterprise System Architectures * Workflow Reference Model * Desirable Properties of Petri Nets * Extensions and Syntactic Sugar * Triggers, Roles and Groups Supporting material

INFOH420 - Business Process Management - Week 4

Tue, 15 Oct 2013 09:26:58 +0200

INFOH420 - Business Process Management - Week 4 Short Summary * Workflow patterns * Deferred choice versus exclusive choice * YAWL * Activities instead of transitions * Cancellation region * OR-join Supporting material * slides Exercises

INFOH420 - Business Process Management - Week 5

Sun, 03 Nov 2013 21:48:34 +0200

INFOH420 - Business Process Management - Week 5 Short Summary * Resource Perspective * Triggers * Roles and Groups * Further constraints * Push versus Pull Supporting material * slides * Simple Travel Agency Net - Resources for Agency Exercises * Link to page with YAWL manuals Check out the example in Section 3.

INFOH420 - Business Process Management - Week 6

Sun, 03 Nov 2013 22:40:56 +0200

INFOH420 - Business Process Management - Week 6 Short Summary * Finilize coverage of YAWL * Two more workflow patterns * Variants of OTC * Coverability graph Supporting material * slides Exercises * Continue working on the exercises of last week

INFOH420 - Business Process Management - Week 7

Sun, 03 Nov 2013 21:49:27 +0200

INFOH420 - Business Process Management - Week 7 Short Summary * Discussion and feedback for assignment 1 * Introduction to the BPMN modeling language Supporting material * Feedback assignment 1 * Assignment feedback * Slides * Slides BPMN Exercises * Exercises - Solutions

INFOH420 - Business Process Management - Week 8

Mon, 11 Nov 2013 15:31:04 +0200

INFOH420 - Business Process Management - Week 8 Short Summary * BPMN continued * Event-driven Process Chains * BPeL Supporting material * BPMN * Slides BPMN continued * Summary poster of the book "BPMN Method and Style" by Bruce Silver * Slides EPC Exercises * Exercises - Solutions (except last ex.) * The following file is readable by Yaoqiang-BPMN-Editor (and likely by other tools as well):

INFOH420 - Business Process Management - Week 9

Thu, 28 Nov 2013 09:44:46 +0200

INFOH420 - Business Process Management - Week 9 Short Summary * Other workflow languages: * BPeL * Simulation Supporting material * Slides BPeL * Slides Simulation and Verification Exercises * Exercises * L1 log and net1 model * reviewing log and reviewing model

INFOH420 - Business Process Management - Week 10

Thu, 28 Nov 2013 09:45:01 +0200

INFOH420 - Business Process Management - Week 10 Short Summary * Process Mining * Alpha algorithm * Quality measures for discovered process models * fitness * Generalization * Simplicity * Precision Supporting material *

INFOH420 - Business Process Management - Week 11

Thu, 28 Nov 2013 12:50:57 +0200

INFOH420 - Business Process Management - Week 11 Thursday's lecture starts at 13:30. Short Summary * Process Mining II * Quality measures for discovered process models * fitness * Generalization * Simplicity * Precision *

INFOH420 - Business Process Management - Week 11

Thu, 05 Dec 2013 13:20:51 +0200

INFOH420 - Business Process Management - Week 11 Short Summary * Invited lecture on BPM * Case examples * Business rules Supporting material * Yet to come Exercises * Slides * Exercises

INFOH420 - Business Process Management - Week 11

Thu, 12 Dec 2013 12:20:02 +0200

INFOH420 - Business Process Management - Week 11 Short Summary * No theory lecture this week Exercises * Zip file containing the logs * Exercises

BPM 2013 - Individual assignments

Mon, 25 Nov 2013 11:32:43 +0200

BPM 2013 - Individual assignments There are three individual modeling homeworks: * Assignment 1 - Petri net modeling assignment * Assignment 2 - YAWL modeling assignment * Assignment 3 - BPMN 2.0 in groups of 2

INFOH419 Data Warehousing - Week 1

Thu, 03 Oct 2013 00:02:32 +0200

INFOH419 Data Warehousing - Week 1 Small Summary Introduction to the course. * Requirements OLTP vs OLAP * Why a RDBMS is not suitable for Analytical Queries * Important conceptual notions * Data cube * Dimensions * Hierarchy * Querying data cubes

INFOH419 Data Warehousing - Week 3

Thu, 03 Oct 2013 10:55:09 +0200

INFOH419 Data Warehousing - Week 3 Small Summary Introduction to the course. * Important conceptual notions * Data cube * Dimensions * Hierarchy * Querying data cubes * SQL99 extensions * Data Explosion Problem Slides * Solution ER-modeling exercise W1 *

INFOH419 Data Warehousing - Week 4

Tue, 15 Oct 2013 15:50:33 +0200

INFOH419 Data Warehousing - Week 4 Small Summary * Dimensional Modeling * Roll-up lattice Slides * Slides Reading material * Chapter 5 of Golfarelli & Rizzi Exercises * Exercises

INFOH419 Data Warehousing - Week 5

Wed, 16 Oct 2013 12:31:42 +0200

INFOH419 Data Warehousing - Week 5 Small Summary * Special aggregation cases * Additive and non-additive measures * Star and snowflake schemas Slides * Slides Reading material * Chapter 5 of Golfarelli & Rizzi * Parts of chapters 8 and 9

INFOH419 Data Warehousing - Week 6

Wed, 23 Oct 2013 12:48:53 +0200

INFOH419 Data Warehousing - Week 6 Small Summary * Logical design * Dealing with changing dimensions * Slowly Changing Dimensions * Type I, II, and II * Rapidly changing dimensions * Mini dimension * Specific dimension types

INFOH419 Data Warehousing - Week 7

Wed, 30 Oct 2013 12:54:36 +0200

INFOH419 Data Warehousing - Week 7 Small Summary * Solutions for some of last weeks exercises * Physical level * View materialization Continued * Indexing Slides * Solutions last week * Slides continuation view materialization * Slides indexing Reading material * View materialization * Paper "Implementing Data Cubes Efficiently". This paper covers the greedy algorithm for view materialization.

INFOH419 Data Warehousing - Week 8

Mon, 18 Nov 2013 16:10:31 +0200

INFOH419 Data Warehousing - Week 8 Small Summary * Indexing * Projection index, * Join index, * Bitmap-join index * Indexing dimension and fact tables * Partitioning * Data warehouse architectures * Extract-Transform/cleanse-Load

INFOH419 Data Warehousing - Week 9

Wed, 27 Nov 2013 02:05:53 +0200

INFOH419 Data Warehousing - Week 9 Small Summary * ETL process * Transform/Cleanse * Load Slides * Slides Transform-Load Reading material * ETL: Sec. 1.3, 1.4; Ch. 10 of Golfarelli and Rizzi book Exercises * ETL Update Exercise * the (incomplete)ETL package * Create table statements for the data warehouse * Create table statements for the updates database * The dates source csv file * Solutions

INFOH419 Data Warehousing - Week 11

Thu, 28 Nov 2013 10:59:22 +0200

INFOH419 Data Warehousing - Week 11 Small Summary * Invited demonstration of DataStage Slides * Slides of the DataStage Invited Tutorial Exercises * Exercises

INFOH419 Data Warehousing - Week 12

Wed, 04 Dec 2013 12:59:35 +0200

INFOH419 Data Warehousing - Week 12 Small Summary * Data Mining * Main techniques * Classification * Clustering * Pattern Mining * Examples Slides * Slides Data Mining Exercises * Exercises * Package with SCD * For those who prefer to work locally: look at the exercises of

INFO-H-419: Data Warehouses 2012

Tue, 17 Sep 2013 22:05:28 +0200

INFO-H-419: Data Warehouses 2012 Lecturer * Toon Calders Volume * Theory 24 h - Exercises 24h - Project * 5 ECTS credits Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO] * Erasmus Mundus Master in Information Technologies for Business Intelligence (IT4BI)

INFO-D-201 : Introduction à la Programmation

Wed, 10 Feb 2010 15:48:45 +0200

INFO-D-201 : Introduction à la Programmation Support de cours Horaire Titulaire du cours * Hugues Bersini Assistants * Assistant à déterminer Livres de cours * La programmation orientée objet, H. Bersini Support du cours * [Transparents] Horaire des travaux pratiques * Horaire à déterminer Projets * Page web des projets à déterminer

INFO-H-100 : Informatique

Tue, 23 Sep 2014 06:28:08 +0200

INFO-H-100 : Informatique Cours d'introduction à l'informatique et à la programmation. Université Virtuelle

INFO-H-200 : Programmation orientée objet

Fri, 22 Jun 2018 11:57:14 +0200

INFO-H-200 : Programmation orientée objet Cours de programmation orientée-objet Titulaire Hugues Bersini Assistants * Gilles Dejaegere * Jean Rosenfeld * Daniele Bonatto Contenu du cours Notion de classe, objet, interaction entre classes, encapsulation , héritage, polymorphisme. Etude pratique du JAVA, introduction aux diagrammes UML:

INFO-H-301 : Programmation orientée objet

Fri, 22 Feb 2013 09:08:50 +0200

INFO-H-301 : Programmation orientée objet Support de cours Projets Titulaire du cours * Hugues Bersini Assistants * Gary Verhaegen * Julien Roland Support de cours * La programmation orientée objet, H. Bersini, disponible également en version électronique. * [Slides du cours théorique] * [Introduction à Java] Travaux pratiques Les travaux pratiques sont ceux du cours INFO-H-200 : * Rhodecode :

INFO-H-302 : Analyse et conception par objets

Fri, 12 Mar 2010 15:38:32 +0200

INFO-H-302 : Analyse et conception par objets Titulaire du cours * Esteban Zimányi () Assistants * Frédéric Servais () * Serge Boucher () Volume * Théorie 24 h - Exercices 12 h * 3 crédits ECTS Années d'études * 3e année du bachelier en sciences de l'ingénieur, option informatique (cours obligatoire)

INFO-H-303 : Bases de données

Mon, 10 Feb 2025 09:35:30 +0200

INFO-H-303 : Bases de données Support de cours Travaux pratiques Projets Titulaire du cours * Esteban Zimányi () Assistants * Boris Coquelet * Anthony Cnudde Années d'études * 3ème année du bachelier ingénieur civil en informatique * 2ème année du bachelier en sciences informatiques * 1ère année du master en sciences géographiques

INFO-H-405 : Approfondissement de la programmation orientée objet

Fri, 19 Mar 2010 19:21:38 +0200

INFO-H-405 : Approfondissement de la programmation orientée objet Titulaire du cours * Hugues Bersini Assistants * Julien Roland Travaux pratiques * Page web des travaux pratiques

INFO-H-413 : Heuristic optimization

Mon, 31 Jan 2011 00:10:58 +0200

INFO-H-413 : Heuristic optimization Lecturers * Thomas Stuetzle Prerequisites * Computer science basics, programming Objective The main objective is to give students theoretical and practical knowledge of how to tackle effectively difficult optimization problems with heuristic techniques, in particular, stochastic local search methods. In more detail, the goals are

INFO-H-414 : Swarm Intelligence

Thu, 04 Feb 2021 17:57:40 +0200

INFO-H-414 : Swarm Intelligence Lecturers * Marco Dorigo * Mauro Birattari Objective To let students have a basic understanding of swarm intelligence principles Contents Swarm intelligence is the discipline that deals with natural and artificial systems composed of many individuals that coordinate using decentralized control and self-organization. In particular, the discipline focuses on the collective behaviors that result from the local interactions of the individuals with each other…

INFO-H-415: Advanced Databases

Fri, 13 Feb 2026 16:49:28 +0200

INFO-H-415: Advanced Databases Lecturer * Esteban Zimányi () Teaching Assistant * Boris Coquelet Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS credits Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO]

INFO-H-417 : Database Systems Architecture

Thu, 10 Sep 2020 08:46:59 +0200

INFO-H-417 : Database Systems Architecture Virtual University GENERAL INFORMATION In contrast to a typical introductory course in database systems where one learns to design and query relational databases, the goal of this course is to get a fundamental insight into the implementation aspects of systems designed to manage and process large amounts of data. Our objective in this respect is two-fold. (1) To gain the background required to design and implement future data management and process…

INFO-H-419: Data Warehouses 2013

Mon, 22 Sep 2014 09:15:17 +0200

INFO-H-419: Data Warehouses 2013 Edition 2012 Lecturer * Toon Calders * * Room SU A 4.115 Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO]

INFO-H-419: Data Warehouses

Mon, 15 Sep 2025 09:42:19 +0200

INFO-H-419: Data Warehouses Lecturer * Esteban Zimányi * Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO] Schedule The course is given during the first semester

INFOH419 Data Warehousing - Week 1

Tue, 22 Jan 2013 17:50:28 +0200

INFOH419 Data Warehousing - Week 3

Thu, 11 Oct 2012 10:44:51 +0200

INFOH419 Data Warehousing - Week 3 Small Summary * SQL Extensions for OLAP * MDX Query language tutorial Slides * Slides Exercises * Exercises - Solutions

INFOH419 Data Warehousing - Week 4

Thu, 18 Oct 2012 10:12:16 +0200

INFOH419 Data Warehousing - Week 4 Small Summary * Storing the cube * ROLAP: star and snowflake schemas * MOLAP * Increasing query performance * Materialize the cube Slides The theory session is in the normal room * Slides * Paper "Implementing Data Cubes Efficiently". This paper covers the greedy algorithm for view materialization.

INFOH419 Data Warehousing - Week 5

Tue, 23 Oct 2012 14:42:59 +0200

INFOH419 Data Warehousing - Week 5 Small Summary * Increasing query performance * Materialize the cube (continued) * Indexing techniques for data warehouses * Bitmap Index * Join Index * Bitmap Join Index Slides Both theory and exercises are in the normal room

INFOH419 Data Warehousing - Week 6

Tue, 06 Nov 2012 10:13:48 +0200

INFOH419 Data Warehousing - Week 6 Small Summary * Advanced Dimensional modelling and hierarchies * ETL Supporting material * Slides * Chapter 3 of the book by Jensen et al. Exercises * Build the ETL package described in the following file:

INFOH419 Data Warehousing - Week 8

Wed, 12 Dec 2012 16:25:12 +0200

INFOH419 Data Warehousing - Week 8 Small Summary * ETL * Refreshing the data warehouse Supporting material * Slides Exercises * pen-and-paper exercise See also the Solution

INFOH419 Data Warehousing - Week 11

Thu, 29 Nov 2012 15:33:17 +0200

INFOH419 Data Warehousing - Week 11 Small Summary * Data mining * high-level overview of clustering, classification, pattern mining * common errors: causality vs correlation, multi-hypotheses testing * Data stream processing * epsilon-delta approximations

INFOH419 Data Warehousing - Week 12

Fri, 14 Dec 2012 00:12:09 +0200

INFOH419 Data Warehousing - Week 12 Small Summary * Data stream processing * heavy hitters * synopsis * motif discovery * Application of stream processing: counting triangles Supporting material * Slides Exercises * Exercises and Solutions

INFOH419 Data Warehousing - Week 13

Wed, 12 Dec 2012 09:27:03 +0200

INFOH419 Data Warehousing - Week 13 Small Summary * Concluding lecture * Overview of what we've seen in the course * Sample Exam Questions Supporting material * Slides Exercises * No exercises; we keep this block in case the theory session alone is insufficient to cover the whole conclusion

INFO-H-420: Business Process Management 2012-2013

Mon, 16 Sep 2013 13:40:20 +0200

INFO-H-420: Business Process Management 2012-2013 Lecturer * Toon Calders Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS credits Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO]

INFO-H-420: Business Process Management 2013-2014

Mon, 22 Sep 2014 09:15:56 +0200

INFO-H-420: Business Process Management 2013-2014 Version 2012 Lecturer * Toon Calders * * Room SU A 4.115 Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS Study Programme * Master in Computer Science and Engineering [MA-IRIF] * Master in Computer Sciences [INFO]

INFO-H-420: Business Process Management 2013-2014

Mon, 22 Sep 2014 09:24:55 +0200

INFOH420 - Business Process Management - Week 1

Tue, 25 Sep 2012 17:29:11 +0200

INFOH420 - Business Process Management - Week 1 Small Summary * Introduction to the course; motivation * Business process lifecyle * Workflow management system: reference model * Enterprise system architectures * Petri-nets as a basis for workflow modeling

INFOH420 - Business Process Management - Week 2

Tue, 25 Sep 2012 17:30:01 +0200

INFOH420 - Business Process Management - Week 2 Small Summary * Online shopping example * problems with cancellation * different soundness criteria for petri-nets expressing workflows * Reset nets * Workflow nets * Soundness * Main control flow structures;

INFOH420 - Business Process Management - Week 3

Tue, 02 Oct 2012 16:48:40 +0200

INFOH420 - Business Process Management - Week 3 Small Summary * Small example showing alternatives for reset arcs * Resource modelling * Groups and roles * push versus pull * additional constraints; e.g., 4-eyes principle * resource selection

INFOH420 - Business Process Management - Week 4

Tue, 16 Oct 2012 01:31:55 +0200

INFOH420 - Business Process Management - Week 4 Small Summary * YAWL control flow * syntactic suggar * subtle differences with Petri-nets * OR-join and split * multi-instance tasks * Using the YAWL system * Control flow * Data perspective

INFOH420 - Business Process Management - Week 5

Tue, 08 Jan 2013 16:54:31 +0200

INFOH420 - Business Process Management - Week 5 Small Summary * Other workflow languages * BPMN * control flow, messages, pools and swimlanes, events, exceptions * EPC Supporting material * Slides YAWL Examples W4 * Slides BPMN * Slides EPC * YAWL book, Chapters 13 (BPMN) and 14 (EPC)

INFOH420 - Business Process Management - Week 6

Thu, 25 Oct 2012 12:34:35 +0200

INFOH420 - Business Process Management - Week 6 Small Summary * Feedback on assignment * Other workflow languages (continued) * BPEL * Introduction simulation and verification Supporting material * Slides BPEL * Slides feedback assignment * YAWL book, Chapter 15 (BPEL)

INFOH420 - Business Process Management - Week 9

Sun, 02 Dec 2012 22:00:52 +0200

INFOH420 - Business Process Management - Week 9 Small Summary * Feedback on assignment 2 * Simulation and verification Supporting material * Slides Simulation and Verification (Acknowledgement BPM) * Slides feedback assignment 2 Exercises No exercises this week due to visit to IBM for the Data Warehousing course on Thursday

INFOH420 - Business Process Management - Week 10

Sun, 02 Dec 2012 22:01:30 +0200

INFOH420 - Business Process Management - Week 10 Small Summary * Process Mining part I * alpha-algorithm * fitness, precision, generality, simplicity Supporting material * Slides (Acknowledgement BPM) * Process mining book, chapter 5 Exercises No exercises this week

INFOH420 - Business Process Management - Week 11

Sun, 02 Dec 2012 22:02:09 +0200

INFOH420 - Business Process Management - Week 11 Small Summary * Process Mining part I * Heuristic miner * Transition systems and region-based miners * Genetic miner Supporting material * Slides heuristic miner (Acknowledgement BPM) * Other lecture slides (Acknowledgement BPM) * Process mining book, chapter 6 Exercises * Two small theory exercises * Exercises Prom *

INFOH420 - Business Process Management - Week 12

Mon, 10 Dec 2012 21:20:42 +0200

INFOH420 - Business Process Management - Week 12 Small Summary * Conclusion of the course * Summary * Example exam questions Supporting material * Slides (Acknowledgement BPM) * Slides about the fitness computation (Acknowledgement BPM) Exercises * These ones we will solve and discuss: Process mining pen-and-paper exercises See also the solutions * Students who wish can also do the

INFO-H-420: Management of Data Science and Business Workflows

Fri, 16 Sep 2022 10:13:27 +0200

INFO-H-420: Management of Data Science and Business Workflows Version 2018 BPM Edition 2018 Lecturer * Mahmoud Sakr * * Room entrance S.UB4.131, then third room to the right. Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS Study Programme * Master in Computer Science and Engineering [MA-IRIF]

INFO-H-423: Data Mining

Sat, 15 Sep 2018 20:03:13 +0200

INFO-H-423: Data Mining Version 2018 Data Mining Edition 2018 Lecturer * Mahmoud Sakr * * Room entrance S. UB4.131, then third room to the right. Volume * Theory 24 h - Exercises 24h - Project 12h * 5 ECTS Study Programme * Master in Computer Science and Engineering [MA-IRIF]

INFO-H-508 : Questions Actuelles d'Informatique

Tue, 08 May 2012 12:06:56 +0200

INFO-H-508 : Questions Actuelles d'Informatique Titulaires du cours * Gianluca Bontempi () * Esteban Zimányi () Assistants * Boris Verhaegen () Volume * Théorie 24 h - Travaux Pratiques 36 h * 5 crédits ECTS Années d'études * Master en sciences informatiques, Faculté des Sciences - 2e année

INFO-H-509 : XML and Web Technologies

Thu, 09 Apr 2020 14:38:20 +0200

INFO-H-509 : XML and Web Technologies Please see the corresponding page on the Virtual University.

INFO-H-511 : Web Services

Thu, 24 Apr 2014 17:10:59 +0200

INFO-H-511 : Web Services GENERAL INFORMATION This course serves as an introduction to web services and its related technologies. The main course objectives and developed competences, as well as the examination modalities are summarized in the [course plan (general course information document)]. mandatory requirement

INFO-H-600 : Computing Foundations of Data Science

Thu, 09 Apr 2020 14:37:04 +0200

INFO-H-600 : Computing Foundations of Data Science Please see the corresponding page on the Virtual University.

INFO-S-201 : Introduction à la microinformatique

Mon, 30 Sep 2013 09:59:50 +0200

INFO-S-201 : Introduction à la microinformatique Titulaire du cours * Hugues Bersini Livres de cours * Les fondements de l'informatique, H. Bersini, Robert Spinette * Informatique et cinéma, H. Bersini Support du cours * [Cours de Python 2013] * [Cours 2013]

MEMO-H-504 : Master's Thesis

Tue, 06 Sep 2022 11:21:34 +0200

MEMO-H-504 : Master's Thesis This is the list of Master's Thesis topics proposed for the current academic year by the CoDE department, École polytechnique de Bruxelles, ULB. * Data Science and Engineering * Artificial Intelligence * Operational Research and Decision Aid

MEMO-H-540 : Mémoires de Fin d'Etudes 2008-2009

Wed, 11 Mar 2009 17:12:45 +0200

MEMO-H-540 : Mémoires de Fin d'Etudes 2008-2009 Voici la liste des Mémoires de Fin d'Etudes (MFE) proposés pour l'année académique 2008-2009 par le service CoDE, Faculté des Sciences Appliquées, ULB. * Systèmes d'Information et Web Sémantique * Bio-Informatique * Réseaux de Télécommunication * Intelligence Artificielle * Recherche Opérationnelle et Aide à la Décision * Conception et Vérification de Systèmes Informatiques Critiques

MEMO-H-540 : Mémoires de Fin d'Etudes 2009-2010

Thu, 19 Mar 2009 14:06:15 +0200

MEMO-H-540 : Mémoires de Fin d'Etudes 2009-2010 Voici la liste des Mémoires de Fin d'Etudes (MFE) proposés pour l'année académique 2009-2010 par le service CoDE, Faculté des Sciences Appliquées, ULB. * Systèmes d'Information et Web Sémantique * Bio-Informatique * Intelligence Artificielle * Recherche Opérationnelle et Aide à la Décision * Réseaux de Télécommunication * Conception et Vérification de Systèmes Informatiques Critiques

PROJ-H-402 : Computing Projects

Tue, 06 Sep 2022 10:39:50 +0200

PROJ-H-402 : Computing Projects This is the list of Computing Projects topics proposed for the current academic year by the CoDE department, École polytechnique de Bruxelles, ULB. * Data Science and Engineering * Artificial Intelligence * Operational Research and Decision Aid

ULB-003 : Stages 2008-2009

Tue, 06 Jan 2009 15:42:37 +0200

ULB-003 : Stages 2008-2009 Voici la liste des stages proposés pour l'année académique 2008-2009 par le service CoDE, Faculté des Sciences Appliquées, ULB. * Automatic indexing of digital libraries

ULB-003 : Stages 2009-2010

Thu, 12 Mar 2009 17:33:18 +0200

ULB-003 : Stages 2009-2010 Voici la liste des stages proposés pour l'année académique 2009-2010 par le service CoDE, Faculté des Sciences Appliquées, ULB. * Automatic indexing of digital libraries * [Interoperating learning resource repositories]

Enseignement

Fri, 16 Sep 2022 10:13:42 +0200

Enseignement Cours * Introduction à la programmation (INFO-H-100) * Introduction à la microinformatique (INFO-S-201) * Programmation orientée objet (INFO-H-200) * Bases de données (INFO-H-303) * Techniques of Artificial Intelligence (INFO-H-410) * Heuristic optimisation (INFO-H-413) * Swarm Intelligence (INFO-H-414) * Advanced Databases (INFO-H-415) * Database Systems Architecture (INFO-H-417) * Database Warehouses (INFO-H-419) * Management of Data Science and Business Wo…

Mémoires de Fin d'Etudes 2008-2009

Thu, 20 Mar 2008 14:12:57 +0200

Mémoires de Fin d'Etudes 2008-2009 This page has been moved to

ULB-003 : Stages 2008-2009

Tue, 06 Jan 2009 15:39:07 +0200