Intelligent Systems: Reasoning and Recognition

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

ENSIMAG - 2
Grenoble Insititut National Polytechniques

Academic Year 2012 - 2012

James L. Crowley

Wednesdays 8h15 - 9h45 in Amphi E
Fridays 8h15 - 9h45 in Amphi E

http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2011/ENSI2.SIRR/ENSI2.SIRR.html

Class notes (pdf)

01 February 2012 Lesson 1 Intelligence, Knowledge, Reasoning and Recognition
01 February 2012 Lesson 2 Introduction to Expert Systems, The MYCIN system

08 February 2012 Lesson 3  Planning as Search: Blocks World (revised 13 Feb)
10 February 2012 Lesson 4  Planning as Search: The GRAPHSEARCH algorithm (A*)  (revised 13 Feb)

15 February 2012 Winter Vacation (Mardi Gras)
17 February 2012 Winter Vacation (Mardi Gras)

22 February 2012 Lesson 4 continued  Planning as Search: The GRAPHSEARCH algorithm (A*)  (revised 13 Feb)
24 February 2012 Lesson 5 Rule Based Systems, Introduction to CLIPS
24 February 2012 Exercise 1 Problem solving with A*

29 February 2012 Lesson 6 Rule Based Systems,  Rules in CLIPS
29 February 2012 Exercise 2: GRAPHSEARCH in CLIPS,  Data for exercise
02 March 2012 Lesson 7 Rule Based Systems: Rules, Constraints, Actions

07 March 2012  Lesson 8  Control of Reasoning and Decision Trees, Clips rules to guess the animal
09 March 2012  Lesson 9  Temporal Reasoning, and Reasoning with relations, Table of Temporal Relations
09 March 2012  Exercise 3 - Temporal Reasoning Rules in CLIPS, Material for Exercise 3

14 March 2012 Lesson 10 Structured knowledge Representation with Objects in CLIPS
14 March 2012 Exercise 4  Family relations in CLIPS, Material for Exercise 4. 
16 march 2012 Lesson 11  Structured Knowledge Representation and Schema Systems  (revised 16 march)

21 March 2012 Lesson 12 Introduction to Bayesian Recognition
23 March 2012 Lesson 13 Bayesian Probability

28 March 2012 Lesson 14 Non-paramatric Methods for Classification
28 March 2012 Exercise 5 Methods for Classification
30 March 2012 No Class

04 April 2012  Lesson 15 Expected Values and Probability Density Functions
06 April 2012 Lesson 16  Gaussian Density Functions

11 April 2012   Spring Vacation (Easter)
13 April 2012   Spring Vacation (Easter)

18 April 2012  Lesson 17  Discriminant Functions
20 April 2012  Lesson 18  Gaussian Mixture Models (GMM), Expectation Maximisation (EM)

25 April 2012 Lesson 19  Linear Classification Methods
20 April 2012  Exercise 6  Supervised and unsupervised learning
27 April 2012 Lesson 20  Learning Methods for Linear Detectors

02 May 2012 Lesson 21  Kernel Methods and Support Vector Machines
04 May 2012 Lesson 22 No classe - Do the exams from earlier years

 May 2012 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/2011/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 2012

Crée par James L. Crowley. Last update 15 April 2012