• Currency conversion
• Node of tie
• Redirection
• Translation
• Whois

Assignments

• Uninformed / Informed / Heuristics Search, Genetic algorihms, Constraint Satisfaction Problem : [ Homework , Assignment ]
• Adversarial search, Propositional logic and Predicate logic : [ Homework , Assignment ]
• Planning & Uncertainty : [ Homework , Assignment ]
• Expected Value, Utility, Markov Decision Processes, Monte Carlo algorithm : [ Homework , Assignment ]
• Neural network, Gradient descent, Bellman Equation, Reward structure : [ Homework , Assignment ]

Project : Knockabout game

• The rules : [ HTML ]
• The server : [ TGZ ]
• The random player : [ TGZ ]
• The Minimax player : [ TGZ ]
• The Monte Carlo player : [ TGZ ]
• The report of the project : [ PDF ]

Download the server, extract it and read the Readme file to understand how everything works.

Assignments

• Simplex Method : [ Homework , Assignment ]
• Duality Theorem : [ Homework , Assignment ]
• Revised Simplex Method : [ Homework , Assignment ]
• Network Simplex Method and Game Theory : [ Homework , Assignment ]

Project : Integer Programming vs. Expert Systems : An Experimental Comparison

Subject : Each group of 2 students have to present an article dealing with an application of the course

Article : Integer Programming vs Expert Systems : An Experimental Comparison, by Vasant Dhar and Nicky Ranganathan, from the Leonard N. School of Business, New York University

Report : [ PDF ]

Support of my presentation : [ PDF ]

At INSA, I was in the Students Union and I have been in charge of / or take part in :

• Writing the past examination papers for the first year student in 2000.
• Organising the Gala of the INSA of ROUEN’ 15th Birthday in PARIS in 2001.
• Archiving in 2001.
• Writing the Student’s Newspapers in 2001.
• Administrating the Students Union web site and server in 2002.
• Accounting in one of the 2 sites of the school in 2002.
• Designing and realising the accounting software in 2003.

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.

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.

• 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 ]