AIClass: Difference between revisions
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** [http://harold.uits.indiana.edu/~jtillots/AI-class/watson/ Articles] |
** [http://harold.uits.indiana.edu/~jtillots/AI-class/watson/ Articles] |
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**Read: |
**Read: |
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***[http://harold.uits.indiana.edu/~jtillots/AI-class/watson/01Introduction.pdf Introduction] |
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***Introduction |
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***Identifying Implicit Relationships |
***[http://harold.uits.indiana.edu/~jtillots/AI-class/watson/12IdentifyImplicitRelationships.pdf Identifying Implicit Relationships] |
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***[http://harold.uits.indiana.edu/~jtillots/AI-class/watson/03DeepParsing.pdf Deep Parsing] |
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***Deep Parsing |
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***[http://harold.uits.indiana.edu/~jtillots/AI-class/watson/07Typing.pdf Typing] |
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***Typing |
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***Automatic Knowledge Extraction |
***[http://harold.uits.indiana.edu/~jtillots/AI-class/watson/05AutomaticKnowledgeExtraction.pdf Automatic Knowledge Extraction] |
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*Hidden Markov Models (lecture 6) |
*Hidden Markov Models (lecture 6) |
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** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lecture6/notes.txt Lecture notes] |
** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lecture6/notes.txt Lecture notes] |
Revision as of 19:46, 27 March 2014
Information
- Class mailing list: AI-class@bloominglabs.org
Logging into the pogolinux box:
At Bloominglabs: 192.168.1.100 port 2200 Outside of Bloominglabs: bloominglabs.no-ip.org port 2200
For an ssh client for windows, I would use putty
Resources
Topics
- IBM Watson (lecture 7)
- Hidden Markov Models (lecture 6)
- Bayesian Networks (lecture 4 and 5)
- Perceptrons/Neural Networks (lecture 3 and 4)
- Genetic Algorithms (lecture 2)
- Readings
- Online examples
- Examples from class
- Homework
- Implement an algorithm that solves the knapsack problem
- See the second reading for a description of the problem
- Data and data structure
- Search (lecture 1)