About GUAJE Online

The Original GUAJE

GUAJE stands for Generating Understandable and Accurate Fuzzy Models in a Java Environment. It is a dynamic and user-friendly tool designed to generate or refine fuzzy knowledge bases for specific problems. The process of using GUAJE is structured into various steps, aiming to integrate both expert and induced knowledge.

GUAJE implements the fuzzy modeling methodology named HILK, which allows users to create highly interpretable fuzzy rule-based systems. For more information, you can explore the detailed publications related to GUAJE:

• Quest for interpretability-accuracy trade-off supported by Fingrams into the fuzzy modeling tool GUAJE
• Generating understandable and accurate fuzzy rule-based systems in a Java environment
• HILK++: an interpretability-guided fuzzy modeling methodology for learning readable and comprehensible fuzzy rule-based classifiers
• HILK: a new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism
• Interpretable fuzzy systems modeling with cooperation between expert and induced knowledge (PhD Thesis)

The current version of Guaje (vb-4.0) is available at GUAJE on Github. A previous version of GUAJE (vb-3.0) is available at GUAJE on SourceForge.

Built With Modern Technology

• Frontend built with Next.js and React
• Backend powered by Java Spring Boot
• Styled with Tailwind CSS

License

GUAJE Online is licensed under the MIT License. You are free to use, modify, and distribute it under the terms of the license.

Credits

We acknowledge the following contributors and technologies:

• Developer: Guillermo Fernandez
• Icons from Heroicons and Font Awesome
• Fonts provided by Google Fonts

Third-Party Licenses

This product uses the following open-source libraries:

• Next.js - MIT License
• React - MIT License
• Tailwind CSS - MIT License