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 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)
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