Wednesdays 8h15 - 9h45 in D211
Fridays 8h15 - 9h45 in Amphi E
http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2010/ENSI2.SIRR/ENSI2.SIRR.html
Class notes (pdf)
02 February 2011 Lesson 1 Intelligence,
Knowledge, Reasoning and Recognition
04 February 2011 Lesson 2 Introduction
to
Expert Systems, The MYCIN system
09 February 2011 Lesson 3 Planning as
Search: Blocks World
11 February 2011 Lesson 4 Planning as
Search: The
GRAPHSEARCH algorithm (A*)
16 February 2011 Lesson 5 Rule
Based
Systems, Introduction to CLIPS
16 February 2011 Exercise 1 : Problem
solving with A*
18 February 2011 Lesson 6 Rule
Based Systems,
Rules in CLIPS
23 February 2011Lesson 7 Rule
Based
Systems: Rules, Constraints, Actions
23 February 2011 Lab Exercise 2: GRAPHSEARCH
in CLIPS, Data
for exercise
25 February 2011 Lesson 8 Control
of
Reasoning and Decision Trees
02&04 March 2011 - Winter Vacation (Mardi Gras)
09 March 2011 - no lecture - do the exercise 2
11 March 2011 Lesson 9 Temporal
Reasoning, and Reasoning with
relations, Table of Temporal Relations
16 March 2011 Lesson 10 Structured
Knowledge Representation and Schema Systems
18 march 2011 Lesson 11 Structured
knowledge Representation
with Objects in CLIPS
23 March 2011 - No Lecture - Do Exercise
3 - Temporal Reasoning Rules in
CLIPS, Material
for Exercise 3
25 March 2011 - No Lecture - Exercise 4 - Family relations
in CLIPS, Material for
Exercise 4.
30 March 2011 Lesson 12 Introduction
to Bayesian Recognition
01 April 2011 Lesson 13
Baye's Rule
06 April 2011 Lesson 14 Non-parametric
Methods for Classification
08 April 2011 Lesson 15 Expect
Values and Probability Density Functions
13 April 2011 No Lecture - Exercise 5 - Non-paramatric Methods for Classification
15 April 2011 Lesson 16 Gaussian
Density Functions
20 April 2011 Lesson 17 Discriminant
Functions
22 April 2011 Lesson 18 Gaussian
Mixture Models (GMM),
Expectation Maximisation (EM)
22 April 2011 Exercise 6 Supervised
and unsupervised learning
27 April 2011 - Easter Vacation
29 April 2011 - Easter Vacation
04 May 2011 Lesson 19 Linear
Classification and discriminant analysis
(LDA)
06 May 2011 Lesson 20 Least Squares
Perceptrons and Kernel Methods.
13 May 2011 9h00 - Final Exam
Exams from the Past (Les Annals)
The exam of May 2008 : In English,
in French
The exam of May 2009 : In English,
in French
The exam of May 2010 : English
Version, Version Francaise,
Resultats
Files of Examples (text)
Lesson 6 Facts and Rules
Lesson 7 RETE and the l'Agenda
Lesson 8 learning to play
20 questions in CLIPS
Lesson 10 Objets in CLIPS
Lesson 11 Structured Knowledge
Representation
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/2010/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 2011
Crée par James L. Crowley. Last update 24 Feb 2011