#1
3rd August 2015, 02:51 PM
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Iitb ai
Hello sir would you please provide me Artificial Intelligence course information of Indian Institute of Technology Bombay???
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#2
3rd August 2015, 03:52 PM
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Re: Iitb ai
Indian Institute of Technology Bombay was founded in 1958, it is a public engineering institution and it is the second-oldest (after Indian Institute of Technology Kharagpur) institute of the Indian Institutes of Technology system…. Course Information CS 621: Artificial Intelligence Description Knowledge Representation: The First Order Predicate Logic, Production Systems, Semantic Nets, Frames and Scripts Formalisms. Resolution in Predicate Logic, Unification, Strategies for Resolution by Refutation. Knowledge Acquisition and learning: Learning from examples and analogy, Rote learning, Neural Learning, Integrated Approach. Planning and Robotics: STRIPS, ABSTRIPS, NOAH and MOLGEN planners, preliminary ideas of distributed and real time planning, Subsumption architecture based planning. Expert Systems: fundamental blocks, case studies in various domains, concept of shells, connectionist expert systems. Introduction to Natural Language Understanding: problems of ambiguity, ellipsis and polysemy, lexicalization and parsing, Transition and Augumented Transition networks, Natural Language Interfaces. Introdution to Computer Vision: Edge detection, Point Correspondence and Stereopsis, Surface directions. Basics of Neural Networks: Perceptrons, Feedforward nets Backpropagation algorithm, preliminary understanding of unsupervised learning. References E. Charniak, et.al., Introduction to Artificial Intelligence, Addison Wesley, 1985. P. H. Winston, Artificial Intelligence, Addison Wesley, 1993. E. Rich and K. Knight, Artificial Intelligence, Addison Wesley, 1990. R. Honavar and E. Uhr, Artificial Intelligence and Neural Networks, Academic Press, 1992. F. Hayes Roth et.al., Building Expert Systems, Addison Wesley, 1983. P. R. Cohen,et.al., The Handbook of Artificial Intelligence, Vol.1,2 and 3, Kaufman Inc.,1982. B. K. P. Horn, Robot Vision, MIT Press, 1985. J. Carbonell, Machine Learning paradigms and Methods, MIT Press, 1990. Journals- Artificial Intelligence, AI Magazine, IEEE Expert, Machine Learning, Computer Vision Image Processing and Graphics, IEEE Transactions on Neural Networks. Course Timings Slot 2. Mon ( 9:30 AM - 10:25 AM ) Tue ( 10:35 AM - 11:30 AM ) Thu ( 11:35 AM - 12:30 AM ) Lab Timings Slot L2. ( CS 386 ) Tue ( 02:00 PM - 05:00 PM ) Instructor Prof. G. Sivakumar Contact detail; Indian Institute of Technology Bombay Powai Mumbai, Maharashtra 400076 Map; [MAP]Indian Institute of Technology Bombay[/MAP] |
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