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- API Design
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JSOMap uses several design patterns and lots of sound
object-oriented design principles to create an easy-to-use yet
incredibly powerful API for using Self-Organizing Maps in Java.
- EE 547 Project
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This
is a project I did for EE
547 Pattern Recognition at Iowa State University. It
investigates two new approaches to visualizing Self-Organizing
Maps. The first is an animation of the actual algorithm as it
stretches the map around the data in input space, and the second uses
linked brushing to explore the map in both input space and feature
space.
- ComS 572 Project
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This is a project I did for ComS
572 Principles of Artificial Intelligence at Iowa State
University. It deals with a system of intelligent agents that
organize a set of HTML documents based on their content. In
particular, a learning agent uses the JSOMap package to learn about the
documents.
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