Intelligent Systems: Reasoning and Recognition

Master of Science in Informatics at Grenoble - Master 1 yeae

ENSIMAG - 2
Insititut National Polytechniques de Grenoble

Academic Year 2008 - 2009

James L. Crowley


http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2008/ENSI2.SIRR/ENSI2.SIRR.html

Class notes (pdf)

04 February 2009 Lesson 1 Intelligence, Knowledge and Reasoning
11 February 2009 Lesson 2  Planning, State Spaces, and the GRAPHSEARCH algorithm

18 February 2009 -  Mardi Gras (winter) Vacation

25 February 2009 Lesson 3 Rule Based Systems, Introduction and CLIPS
25 February 2009 Lab Exercise 1: GRAPHSEARCH in CLIPS, Network of Places for CLIPS   

04 March 2009 Lesson 4 Rule Based Systems: Rules, The Agenda and the RETE Algorithm
11 March 2009 Lesson 5 Control of Reasoning and Decision Trees
18 march 2009 Lesson canceled - will be rescheduled.
25 March 2009 Lesson 6 Temporal Reasoning, Classes and Objects in CLIPS
25 March 2009 Lab Exercise 2 Objects and Relations in CLIPS, Material for Exercise 2

1 April 2009 Lesson will be rescheduled

06 April 2009 Lesson 7 Structured Knowledge Representation, Schema,  Frames and Scripts
06 April 2009 Lab Exercise  3 Temporal Reasoning, Files for Temporal Reasoning  

08 April 2009 Lesson 8 Baysian Pattern Recognition using Histograms

15 April 2009  - Easter Vacation

22 April 2009 Lesson Canceled

29 April 2009 Lesson 9 Baysian Recognition with Gaussian pdf's, Discriminant Functions
04 May 2009 Lesson 10  Mixture of Gaussians, Expectation Maximisation (EM)
06 May 2009  Lesson 11 Linear Discriminant Analysis, Linear Classifiers, Boosting, Kernels methods

Exercises

11 February 2009 Lesson 2  Planning, State Spaces, and the GRAPHSEARCH algorithm

Exams from the Past (Les Annals)

The exam of  May 2008 : In English, in French

Files of Examples (text)

25 February 2009 Lesson 3 Facts and Rules
04 March 2009 Lesson 4 RETE and the l'Agenda
11 March 2009 Lesson 5 Control and learning to play 20 questions
25 March 2009 Lesson 6 Objets en CLIPS
06 April 2009 Lesson 7 Representation de Structures de Connaissance

CLIPS Manuals (.pdf et .doc)

Basic Reference Manual .pdf, .doc
Advanced Reference Manual .pdf, .doc
Users Manual .pdf, .doc
Interfaces Manual .pdf, .doc

CLIPS Web Sites

CLIPS download Web Site
JESS: CLIPS in JAVA

 

Jeff Bilmes, A Gentle Tutorial of the EM Algorithm




URL: http://www-prima.imag.fr/Prima/Homepages/jlc/Courses/2008/ENSI2.SE/ENSI2.SIRR.html
NB : Ces fichiers peuvent etre copié, reproduit et et inclus dans autre texte, sous condition d'inclure une citation :
Crowley, J. L. , "Notes du cours ENSIMAG 2, Programmation des Systèmes Experts",  janvier - May 2009

Crée par James L. Crowley. Mise à jour le 4 mai 2009