Intelligent Systems: Reasoning and Recognition

Master of Science in Informatics at Grenoble - (WMM42E5)

ENSIMAG - 2 (4MM2SIRR)

Grenoble Insititut National Polytechniques

Academic Year 2015 - 2016

James L. Crowley

Wednesdays 8h15 - 9h45 in Amphi E
Fridays 8h15 - 9h45 in Amphi E
Verify Lecture Locations in ADE

http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2015/ENSI2.SIRR/ENSI2.SIRR.html

Class notes (pdf)

03 February 2016 Lesson 1 Intelligence, Knowledge, Reasoning and Recognition
05 February 2016 Lesson 2 Supervised Learning and Regression Analysis (version 7 February).
05 February 2016 Exercise 1 Regression Analysis

10 February 2016 Lesson 3  Linear Classifiers and the ROC Curve
12 February 2016 Lesson 4  Boosted Learning with AdaBoost (new version posted 13 February)
12 February 2016 Exercise 2 ROC Curves

17 February 2016 Lesson 5 Kernel Functions amd Support Vector Machines
19 February 2016 Lesson 6 Support Vector Machines using Kernels
19 February 2016 Exercise 3 Support Vector Machines with Radial Basis Functions

24 February 2016 Winter Vacation (Mardi Gras)
26 February 2016 Winter Vacation (Mardi Gras)

02 March 2016 Lesson 7   Bayes Rule and Conditional Probability
04 March 2016 Lesson 8   Non-Parametric Bayesian Recognition
04 March 2016 Exercise 4 Bayes Rule

09 March 2016 no class
11 March 2016 no class

16 March 2016 Lesson 9  Classification with the Normal Density Function
18 March 2016 no class
18 March 2016 Exercise 5 Canonical Form for a Quadratic Discriminant

23 March 2016  Lesson 10 Clustering and Non-Supervised Learning with K-Means and EM
25 March 2016  Lesson 11 Symbolic Reasoning, Expert Systems and MYCIN
18 March 2016 Exercise 6 Bayes Rule and Data Mining with EM

30 March 2016 Lesson 12  Uncertainty and Plausible Reasoning
01 April  2016 Lesson 13  Rule Based Reasoning
01 April  2016 Exercise 7  

06 April 2016  Lesson 14 Rule based programming in CLIPS
08 April 2016  Lesson 15 Rule Based Reasoning and the Rete Algorithm
08 April 2016  Exercise 8 Counting Word N-Grams in text with Clips

13 April 2016 Lesson 16  Temporal Reasoning with Interval Relations, Table of Interval Relations
15 April 2016 Lesson 17  Structured Knowledge and Schema Systems
15 April 2016  Exercise 9  Temporal Reasoning with CLIPSSupport Rules for exercise

20 April 2016 Spring Vacation (Easter)
22 April 2016  Spring Vacation (Easter)

27 April 2016  Lesson 18  Problem Solving, Planning and Structured Knowledge Representations
29 April 2016  Lesson 19  Planning as Search  A* Graphsearch

29 April 2016  Practice Exam

02  May 2016  Answers to questions on Practice Exam

03 May 2016   8:30 - 11:30  Final Exam  (Amphi D et D111)

 


Exams from the Past (Les Annals)

The exam of  May 2015  
The exam of  May 2014 
The exam of  May 2013

Coding Examples (text)

Examples from Lesson 13
Examples from Lesson 14
Examples from Lesson 15

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

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 2016

Crée par James L. Crowley. Last update 4 Feb 2016