CS 344 - Artificial Intelligence/ CS 386 - Artificial
Intelligence Lab.
Spring 2007
Instructor:
Prof. Pushpak Bhattacharyya (pb[AT]cse.iitb.ac.in)
TAs: Akshay
(akshayu[AT]cse.iitb.ac.in),Krishna
(mkrishna[AT]cse.iitb.ac.in), Kiran
(kiran[AT]cse.iitb.ac.in),Jubin
(jubin[AT]cse.iitb.ac.in),
Lecture Schedule and VenueSlot: 5
Timings: Monday 10:35-11:30, Wednesday 9:30-10:25, Thursday 9:30-10:25
Venue: Room A2, Ground Floor, Math Dept. Building
Evaluation Plan
CS344:
- Quizzes
- Seminar
- Midsem
- Endsem
CS386:
Announcements
- The marks for Assignment 1 are up!
- The marks for the Assignment2 & Seminar are up!
Find out your group..
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Lecture Notes
- 15-01-07 : [ppt][pdf]
- 17-01-07 : [ppt][pdf]
- 18-01-07 : [ppt][pdf]
- 24-01-07 : [ppt][pdf]
- 25-01-07 : [ppt][pdf]
- 29-01-07 : [ppt][pdf]
- 02-02-07 : [ppt][pdf]
- 05-02-07 : [ppt][pdf]
- 07-02-07 : [ppt][pdf]
- 12-02-07 : [ppt][pdf]
- 14-02-07 : [ppt][pdf]
- 15-02-07 : [ppt][pdf]
- 26-02-07 : [ppt][pdf]
- 27-02-07 : [ppt][pdf]
- 05-03-07 : [ppt][pdf]
- 06-03-07 : [ppt][pdf]
- 12-03-07 : [ppt][pdf]
- 14-03-07 : [ppt][pdf]
- 15-03-07 : [ppt][pdf]
- 25-03-07 : [ppt][pdf]
- 26-03-07 : [ppt][pdf]
- 02-04-07 : [ppt][pdf]
- 04-04-07 : [ppt][pdf]
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Resources
- Stuttgart Neural Network Simulator
- For more information, go to the original site.
- Prolog
- Small Introduction to gprolog [pdf]
- Intro lecture given in class [ppt][ps][pdf]
- http://cs.wwc.edu/~cs_dept/KU/PR/Prolog.html
- http://www.cs.may.ie/~jpower/Courses/PROLOG/
- http://www.csupomona.edu/~jrfisher/www/prolog_tutorial/contents.html
- Suggested Reading Material:
- Elaine Rich & Kevin Knight, "Artificial Intelligence", McGraw-Hill
Science/Engineering/Math; 2nd edition.
- Russel S. and Norvig P., "Artificial Intelligence: a Modern Approach", Prentice Hall, 1998.
- Nilsson, N.J., "Artificial Intelligence, a New Approach", Morgan Kaufmann, 2000.
- Mitchell, T., "Machine Learning", McGraw-Hill, 1997.
- Papers: Selected, topic based papers from the
- Journals: Artificial Intelligence, Artificial Intelligence
Programming, Machine Learning, IEEE Expert, Data and Knowledge
Engineering, Pattern Recognition etc.
- Conferences: AAAI, IJCAI, UAI, ICML, ACL etc.
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Assignments/Quizzes
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Marks
The latest marks are
here.
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Seminar
- "Probablistic Models of Cognition" [ppt]
- "Description Logic" [ppt]
- "The Semantic Web Approach to Desktop Search" [ppt]
- "Self Reference & Gödel’s Incompleteness Theorem" [ppt]
- "Modal Logic" [ppt]
- "Case Based Reasoning" [ppt]
- "It's a Small World" [ppt]
- "Swarm Intelligence" [ppt]
- "Object Recognition" [ppt]
- "Face Detection Using Neural Network" [pdf]
- "Content Based Image Retrieval" [ppt]
- "Fuzzy Logic and Control Systems" [pdf]
- "Expert Systems" [ppt]
- "Support Vector Machines" [ppt]
- "Bayesian Inference" [ppt]
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Project
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