Wednesdays 8h15 - 9h45 in Amphi E
Fridays 8h15 - 9h45 in Amphi E
http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2013/ENSI2.SIRR/ENSI2.SIRR.html
Class notes (pdf)
05 February 2014 Lesson 1 Intelligence,
Knowledge, Reasoning and Recognition
07 February 2014 Lesson 2 Introduction
to
Expert Systems, The MYCIN system
12 February 2014 Lesson 3 Planning as
Search: Blocks World
14 February 2014 Lesson 4 Planning as
Search: The
GRAPHSEARCH algorithm (A*)
19 February 2014 Lesson 5 Rule
Based
Systems, Introduction to CLIPS
19 February 2014 Exercise 1 Problem
solving with A*
21 February 2014 No Class - work on exercises
26 February 2014 Lesson 6 Rule
Based Systems,
Rules in CLIPS
26 February 2014 Exercise 2 GRAPHSEARCH
in CLIPS, Data
for exercise
28 February 2014 No Class - work on exercises
04 March 2014 Winter Vacation (Mardi Gras)
06 March 2014 Winter Vacation (Mardi Gras)
12 March 2014 Lesson 7 Rule
Based
Systems: Rules, Constraints, Actions
14 March 2014 Lesson 8 Control
of
Reasoning and Decision Trees, Clips
rules to guess the animal
19 March 2014 Lesson 9 Temporal
Reasoning: Allen's Temporal Logic, Table of Temporal Relations
19 March 2014 Exercise
3 Temporal
Reasoning Rules in
CLIPS, Clips Code
for Exercise 3
21 march 2014 Lesson 10 Structured
knowledge Representation
with Objects in CLIPS
21March 2014 Exercise 4 Family
relations
in CLIPS, Material for
Exercise 4.
26 March 2014 Lesson 11 Structured
Knowledge Representation and Schema Systems
28 March 2014 Lesson 12 Introduction to
Bayesian Recognition
02 April 2014 Lesson 13 Bayesian Reasoning and Recognition
02 April 2014 Exercise 5 Bayesian Reasoning as Evidence Accumulation
04 April 2014 Lesson 14 Non-parametric
Methods for Classification
09 April 2014 Lesson 15 Normal Probability Density Functions
11 April 2014 no class - work on exercises
16 April 2014 Lesson 16 Gaussian
Mixture Models (GMM),
Expectation Maximisation (EM)
18 April 2014 Lesson 17 Discriminant
Functions
18 April 2014 Exercise 6 Supervised
and unsupervised learning
23 April 2014 Lesson 18 Linear Classifiers
25 April 2014 Lesson 19 Linear Classifiers as Pattern Detectors
30 April 2014 Spring Vacation (Easter)
02 May 2014 Spring Vacation (Easter)
07 May 2014 Lesson 19 Linear Detectors and Boosted Learning
09 May 2014 Solutions and Grades for Practice Exam. Complete the practice exam BEFORE class.
09 May 2014 Bring your completed exam to class in order to have it corrected.
15 May 2014 9h00-12h00 H105 - Final Exam - All notes and texts authorized
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/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 2014
Crée par James L.
Crowley. Last update 4 Feb 2014