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 :

• Jakarta Struts : http://jakarta.apache.org/struts/
• JBoss, a free implementation of a J2EE application server : http://jboss.org
• Tutos, The Ultimate Team Organization software : http://www.tutos.org

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.

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 :

• J2SE, v1.4, API : http://java.sun.com/j2se/1.4/docs/api/

Project : Lempel-Ziv

We have associated 2 groups to use the Lempel-Ziv algorithm on the MESH Tree :

• Sébastien Pesquet
• Sébastien Le Digabel
• Matthieu Hautreux
• Emmanuel Ohana

Our goal was to mark MeSH words present in an article.

You can download :

• The presentation of what we had to do : [ PPT ]
• The data input : [ ZIP ]
• The presentation of what we have done : [ PPT ]
• The source of our program to compress and sort MESH Tree words : [ Perl ]
• The source of our program to select a range of keywords : [ Perl ]

Useful links :

• Our client : [ Rouen Hospital ]
• A useful animated gif image to understand the Lempel-Ziv algorithm : [ HTML ]

You can download practical session reports :

• Linear prediction : [ Tar.gz ]
• Pade & Prony modelisations : [ Tar.gz ]
• Correlogram, Periodogram & Averaged Periodogram : [ Tar.gz ]
• Levinson-Durbin Algorithm & Harmonics Estimation : [ Tar.gz ]
• Kalman Filter : [ Tar.gz ]

My group have chosen to study Le Havre Port 2000 project.You can download :

• The octopus diagram : [ GIF ]
• The framing note : [ PDF ]
• The heuristic diagram (or mental card) : [ PDF ]
• The organigram of Le Havre Port Authority : [ PDF ]
• The organigram of Le Havre Port 2000 Project : [ PDF ]
• The time-management evaluation : [ PDF ]
• The report : [ PDF ]

Useful links :

• The company in charge of the project management : http://www.setec.fr
• The laboratory of the project manager : http://www.sogreah.fr/