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

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 CLIPS, Support 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)

The exam of May 2014

The exam of May 2013

Examples from Lesson 14

Examples from Lesson 15

Advanced Reference Manual .pdf, .doc

Users Manual .pdf, .doc

Interfaces Manual .pdf, .doc

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