Wednesdays 8h15 - 9h45 in Amphi E
Fridays 8h15 - 9h45 in Amphi E
http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2012/ENSI2.SIRR/ENSI2.SIRR.html
Class notes (pdf)
06 February 2013 Lesson rescheduled (illness)
08 February 2013 Lesson 1 Intelligence,
Knowledge, Reasoning and Recognition
13 February 2013 Lesson 2 Introduction
to
Expert Systems, The MYCIN system
15 February 2013 Lesson 3 Planning as
Search: Blocks World
20 February 2013 Lesson 4 Planning as
Search: The
GRAPHSEARCH algorithm (A*)
22 February 2013 Lesson 5 Rule
Based
Systems, Introduction to CLIPS
22 February 2013 Exercise 1 Problem
solving with A*
27 February 2013 Winter Vacation (Mardi Gras)
01 March 2013 Winter Vacation (Mardi Gras)
06 March 2013 Lesson 6 Rule
Based Systems,
Rules in CLIPS
06 March 2013 Exercise 2: GRAPHSEARCH
in CLIPS, Data
for exercise
08 March 2013 Lesson 7 Rule
Based
Systems: Rules, Constraints, Actions
13 March 2013 Lesson 8 Control
of
Reasoning and Decision Trees, Clips
rules to guess the animal
15 March 2013 Lesson 9 Temporal
Reasoning: Allen's Temporal Logic, Table of Temporal Relations
15 March 2013 Exercise
3 - Temporal
Reasoning Rules in
CLIPS, Clips Code
for Exercise 3
20 March 2013 Lesson 10 Structured
knowledge Representation
with Objects in CLIPS
20 March 2013 Exercise 4 Family
relations
in CLIPS, Material for
Exercise 4.
22 march 2013 Lesson 11 Structured
Knowledge Representation and Schema Systems
27 March 2013 No Class
29 March 2013 Lesson 12 Introduction to
Bayesian Recognition
03 April 2013 Lesson 13 Bayesian Recognition and Reasoning
03 April 2013 Exercise 5 Bayesian Reasoning as Evidence Accumulation
05 April 2013 Lesson 14 Non-parametric
Methods for Classification
08 April 2013 Lesson 15 (optional tutorial) Normal Probability Density Functions
10 April 2013 Lesson 16 Gaussian
Mixture Models (GMM),
Expectation Maximisation (EM)
12 April 2013 Lesson 17 Discriminant
Functions
17 April 2013 Lesson 18 Linear Discriminant Functions
17 April 2013 Exercise 6 Supervised
and unsupervised learning
19 April 2013 Lesson 19 Linear Classifiers and Boosted Learning
22 April 2013 Spring Vacation (Easter)
26 April 2013 Spring Vacation (Easter)
01 May 2013 No Class French Holiday
03 May 2013 Lesson 20 Kernel
Methods and Support Vector Machines
08 May 2013 No Class - French Holiday
10 May 2013 No Class - French Holiday
15 May 2013 Practice Exam
17 May 2013 Answers to Practice Exam
27 May 2013 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/2012/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 2013
Crée par James L.
Crowley. Last update 21 May 2013