Wednesdays 8h15 - 9h45 in Amphi E
Fridays 8h15 - 9h45 in Amphi E (except 13/02/15)
Verify Lecture Locations in ADE
http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2014/ENSI2.SIRR/ENSI2.SIRR.html
Class notes (pdf)
04 February 2015 Lesson 1 Intelligence,
Knowledge, Reasoning and Recognition
06 February 2015 Lesson 2 Introduction
to
Expert Systems, The MYCIN system
11 February 2015 Lesson 3 Rule
Based Systems,
Rules in CLIPS
13 February 2015 Lesson 4 Rule
Based
Systems: Rules, Constraints, Actions
13 February 2015 Exercise 1 Constructing word N-Grams with CLIPS
18 February 2015 Winter Vacation (Mardi Gras)
20 February 2015 Winter Vacation (Mardi Gras)
25 February 2015 Lesson 5 RULE Syntax, Actions, The RETE Algorithm
27 February 2015 Lesson 6 Control
of
Reasoning and Decision Trees, Clips
rules to guess the animal
04 March 2015 Lesson 7 Temporal
Reasoning: Allen's Temporal Logic, Table of Temporal Relations
04 March 2015 Exercise 2 Temporal
Reasoning Rules in
CLIPS, Clips Code
for Exercise 2
06 March 2015 Lesson 8 Knowledge Representation
with Objects in CLIPS
06 March 2015 Exercise 3 Family
relations
in CLIPS, Material for
Exercise 3
11 March 2015 Lesson 9 Structured
Knowledge Representations
13 March 2015 Lesson 10 Problem Solving, planning and reasoning
18 March 2015 Lesson 11 Bayesian Reasoning and Recognition
20 March 2015 Lesson 12 Bayesian Reasoning and Recognition
20 March 2015 Exercise 4 Bayesian Reasoning as Evidence Accumulation
25 March 2015 Lesson 13 Non-parametric Methods for Bayesian Recognition
27 march 2015 Lesson 14 Normal (Gaussian) Probability Density Functions
01 April 2015 Lesson canceled
03 April 2015 Lesson 15 Unsupervised Learning: K-means and Expectation-Maximization
08 April 2015 Lesson 16 Linear Classifiers as Pattern Detectors
08 April 2015 Exercise 5 Supervised
and unsupervised learning
10 April 2015 Lesson 17 Boosted Learning
15 April 2015 Spring Vacation (Easter)
17 April 2015 Spring Vacation (Easter)
22 April 2015 Lesson Canceled
24 April 2015 Lesson 18 Maximum Margin Classifiers and Kernel Function
29 April 2015 Lesson 19 Kernel and Soft Margin Support Vector Machines
01 May 2015 May Day - No lecture
05 May 2015 No lecture - do the Practice Exam
05 May 2015 No lecture - Answers to questions on Practice Exam
07 May 2015 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 3 Facts and Rules
Lesson 4 Rules and Variables.
Lesson 5 RETE and the
l'Agenda
Lesson 6 Control Structures and Decision Trees.
Lesson 8 Objets in CLIPS
CLIPS Manuals (.pdf et .doc)
Basic Reference Manual .pdf,
.doc
Advanced Reference Manual .pdf,
.doc
Users Manual
.pdf, .doc
Interfaces Manual
.pdf,
.doc
CLIPS 6.3 Mac OS Installer
Mac OS installer package
CLIPS Web Sites
CLIPS
download Web Site
JESS:
CLIPS
in JAVA
E.T. Jaynes, Probability Theory: The Logic Of Science, Cambridge University Press, 2003.
Jeff Bilmes, A Gentle
Tutorial of the EM Algorithm
URL:
http://www-prima.imag.fr/Prima/Homepages/jlc/Courses/2013/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 2015
Crée par James L.
Crowley. Last update 4 Feb 2015