At INSA, I was in the Students Union and I have been in charge of / or take part in :
You can download :
- Lan Map Shot installation documentation : [ PDF ]
- Inter Mapper installation documentation : [ PDF ]
- 3Com Network Supervisor installation documentation : [ PDF ]
Useful links :
English
You can download my essays about :
- Harry Potter : [ PDF ]
- Digital Technology in Filmmaking : [ PDF ]
Spanish
You can download my presentation about Alta-Velocidad : [ PDF ]
Practical sessions
You can download :
- Probabilities and caracter suits – Discrets variables : [ PDF , TGZ ]
- Little purely theorical problem – Continuous variables : [ PDF , TGZ ]
- K means and EM algorithms : [ PDF , TGZ ]
- Principles Components Analysis : [ PDF , TGZ ]
- K means algorithms : [ PDF , TGZ ]
- Ascending Hierarchic Classification : [ PDF , TGZ ]
- Clustering : Self-Organization Map, K-Means and Ascending Hierarchic Classification : [ PDF , TGZ ]
- Parzen Window & K Nearer Neighbors : [ PDF , TGZ ]
- Decision Trees : [ PDF , TGZ ]
Project : Network-based Intrusion Detection using Self-Organization Map
The project was a part of the Neurals and Bayes Networks project, so please click here.
Practical sessions
You can download :
- Conditional probabilities and Classification : [ TGZ ]
- Linear Regression : [ TGZ ]
- Linear Discrimination : [ TGZ ]
- Models comparison and regularisation : [ PDF , TGZ ]
- Flexible regression (polynomial, Nadaraya-Watson and Spline regressions) : [ PDF , TGZ ]
- Multi Layer Perceptron : [ PDF , TGZ ]
- Bayesien Network : Parameters and Structure Learning : [ PDF , TGZ ]
Project : Network-based Intrusion Detection using Neural Networks
Subject : Each group of 2 students had to implement an algorithm described by an article.
You can download :
- the article : Network-based Intrusion Detection using Neural Networks, by Alan Bivens, Chandrika Palagiri, Rasheda Smith, Boleslaw Szymanski and Mark Embrechts, from Rensselaer Polytechnic Institute : [ PDF ]
- the sources : [ TGZ ]
- the report : [ PDF ]
- the presentation : [ PDF ]
Realized with Florian Boitrel.
The project consisted of designing and developing a workshop to build databank of web pages related to a specific search criteria, using classification algorithm.

You can download my weekly objectives sheets :
- Week 1 : [ PDF ]
- Week 2 : [ PDF ]
- Week 3 : [ PDF ]
- Week 4 : [ PDF ]
- Week 5 : [ PDF ]
- Week 6 : [ PDF ]
- Week 7 : [ PDF ]
- Week 8 : [ PDF ]
- Week 9 : [ PDF ]
- Week 10 : [ PDF ]
- Week 11 : [ PDF ]
- Week 12 : [ PDF ]
- Week 13 : [ PDF ]
- Week 14 : [ PDF ]
- Week 15 : [ PDF ]
Useful links :
Each group of 3 to 4 students will work on the Meteo Station. My group was in charge of writing some R scripts to make polynomial regression in order to foresee the next data from the sensors and the average of temperature for the day after.You can download :
- our presentation [ PPT ]
- our report [ HTML ]
During this week, we have organized the integration of the new students, you can find pictures here.
The Student Union was using a software, installed on each machine of the association. This software was designed under Window$ with Access 2000.The project consisted in designing and updating the software : It has been installed on one machine, with a PostgreSQL database. The Apache / Cocoon technology has been used to provide the same feature as the previous version and some extras, which appeared during the use of the software.

You can download :
- The conceptual model of the database : [ PDF ]
- The physical model of the database : [ PDF ]
- The sql script for PostgreSQL to create the database structure : [ SQL ]
- My files ( sitemap.xmap, cocoon.xconf, logicsheets, xsp, xml, xsl ) : [ TGZ ]
You can download :
- The subject : [ PDF ]
- The report : [ PDF ]
- The source of our HTTP Server : [ C ]
- The report of our HTTP Server : [ PDF ]
Project : Ford-Fulkerson algorithm
We were in charge of implementing the Ford-Fulkerson algorithm in Java. We had to stress the pedagogic aspect of the project.
You can download :
- The presentation : [ PPT ]
- The report : [ PDF ]
- The sources : [ ZIP ]
- The classes : [ ZIP ]
Our project has been compiled with j2sdk-1.4.1 and Xerces-2.2.1.
Useful links :