Intelligent Systems: Reasoning and Recognition

Master of Science in Informatics at Grenoble - Master 1 Year 1

ENSIMAG - 2
Grenoble Insititut National Polytechniques

Academic Year 2010 - 2011

James L. Crowley

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