Textbook Information for CSE 415, Autumn 2010
This quarter, we are using new versions of selected chapters of The Elements of Artificial Intelligence by S. Tanimoto. The new versions use the Python programming language for examples, rather than Lisp. The first component has been released as a tutorial in the IEEE Computer Society's ReadyNotes series and is available to the class in this form.
Readings on image understanding include two chapters from Pixels, Numbers and Program. The first covers issues in image representation: Getting Started. The second covers methods of image analysis, such as edge detection and the Hough Transform: Image Analysis.
The reading on knowledge representation with ISA hierarchies is Knowledge Representation (pages 99-116).
The primary reading on state-space search is here.
The readings on logic include Knowledge Representation (read section 4.8 -- pp.116-129); Logical Reasoning (read sections 6.1, 6.2.1, 6.2.2, 6.2.4, 6.3, 6.7. );
Readings on neural networks.
Readings on natural language understanding.
(Note: These readings are copyrighted and are provided only for the use of students currently registered in CSE 415.)