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Dec 26, 2024
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CS 6820 - Artificial Intelligence: Case-Based Reasoning
Case-based reasoning (CBR) is an artificial intelligence (AI) paradigm, in which new problems are solved by reusing the solutions to previously encountered problems. Enables students familiar with AI problem solving techniques to explore CBR in depth. Featured will be: overview of fundamentals; discussion of research projects; CBR system implementation: and student presentations.
Requisites: CS 5800
Credit Hours: 3
Repeat/Retake Information: May not be retaken.
Lecture/Lab Hours: 3.0 lecture
Grades: Eligible Grades: A-F,WP,WF,WN,FN,AU,I
Learning Outcomes:
- Students will become better prepared to conduct independent research in Case-Based Reasoning.
- Students will design and implement a prototypical Case-Based Reasoning system to perform a knowledge-based task.
- Students will explore the current literature and online resources to learn the state-of-the-art in Case-Based Reasoning research and application development.
- Students will learn the Case-Based Reasoning approach, in which intelligent systems solve problems by reusing the solutions to previously encountered problems.
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