Intelligent Systems:
Reasoning and
Recognition
Wednesdays 11h15 - 12h45 in Amphi E ENSIMAG*
Fridays 8h15 - 9h45 in Amphi E ENSIMAG
Verify Lecture Locations in ADE of ENSIMAG
http://www-prima.inrialpes.fr/Prima/Homepages/jlc/Courses/2017/ENSI2.SIRR/ENSI2.SIRR.html
Class notes (pdf)
07 February 2018 Lesson 1 Intelligence,
Knowledge, Reasoning and Recognition
09 February 2018 Lesson 2 Supervised Learning, Recognition and Performance Evaluation
09 February 2018 Exercise 1 ROC Curves, Precision and Recall
14 February 2018 Lesson 3 Bayesian Rule, Probability Distribution Tables and Histograms
16 February 2018 Lesson 4 Nonparametric methods for Bayesian Recognition.
16 February 2018 Exercise 2 Nonparametric recognition
21 February 2018 Winter Vacation (Mardi Gras)
23 February 2018 Winter Vacation (Mardi Gras)
28 February 2018 Lesson 5 Clustering
and Non-Supervised Learning with K-Means and EM
02 March 2018 Lesson 6 Artificial Neural Networks and Back-Propagation
02 March 2018 Exercise 3 Artificial Neural Networks
02 March 2018 Paper on Xavier GLORIOT's initialisation procedure
07 March 2018 Lesson 7 Convolutional Neural Networks and Auto-encoders*
*Taught by Thomas Guntz
09 March 2018 Lesson 8 Artificial Neural Network programming with Keras and Tensorflow**
**Taught by Nashwa Abubakr
09 March 2018 Exercise 4 Neural Network programming Exercise. (Due on 30 march)
14 March 2018 Lesson 9 Support Vector Machines and Kernel Methods
16 March 2018 Lesson 10 Knowledge, Planning, and Problem Solving
16 March 2018 Exercise 5 Support Vector Machines
21 March 2018 Lesson 11 Recurrent Artificial Neural Networks*
*Lecture by Yagmur Cinar
23 March 2018 Lesson 12 Blocks World, Subgoals and Chunking
23 March 2018 Exercise 6 Metro Travel Planning
28 March 2018 Lesson 13 Temporal
Reasoning with Interval Relations
28 March 2018 Table of Interval Relations
30 March 2018 Lesson 14 Structured Knowledge Representations: Concepts, Schema and Frames
30 March 2018 Exercise 7 Temporal Reasoning
30 March 2018 Neural Network Exercise report due.
04 April 2018 Lesson 15 Knowledge Representation and Reasoning with Rule-Based Systems
06 April 2018 Lesson 16 Knowledge Representation and Reasoning in CLIPS 6
06 April 2018 Exercise 8 CLIPS Programming Exercise
06 April 2018 Exercise 8 CLIPS support functions, spam.txt, business-letter.txt, alpine-plants.txt
11 April 2018 Lesson 17 Narrative Reasoning and Bayesian Evidence Accumulation
13 April 2018 Lesson 18 Causal Reasoning with Bayesian Networks
13 April 2018 Exercise 9: Reasoning with Bayesian Networks
18 April 2018 Spring Vacation (Easter)
20 April 2018 Spring Vacation (Easter)
25 April 2018 Lesson 19 Practice Exam
27 April 2018 Lesson 20 Correction for Practice Exam
23 mai 2018 8h30 - 11h30 Final Exam
Exams from the Past (Les
Annals)
The exam of May 2015
The exam of May 2014
The exam of May 2013
The exam of May 2010
The exam of May 2009
The exam of May 2008
Coding Examples (text)
Examples from Lesson 15
Examples from Lesson 16
CLIPS Manuals (.pdf et .doc)
Basic Reference Manual .pdf
Advanced Reference Manual .pdf
Users Manual
.pdf
Interfaces Manual
.pdf
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/2017/ENSI2.SE/ENSI2.SIRR.html
NB : These flles may be copied and distributed on the condition that they include the citation:
James
L.
Crowley, Course notes, "Intelligent Systems: Recognition and
Reasoning", Grenoble Institut Polytechnique, January - May 2018
Created by James L.
Crowley. Last update 3 April 2018