Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine-Reference-Cited by-同舟云学术

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Enhancing Inference Performance through Include only Literal Incorporation in Tsetlin Machine

Published:2023-08-29 Issue: Volume:abs/2007.13885 Page:1-8
ISSN:
Container-title:2023 International Symposium on the Tsetlin Machine (ISTM)
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Author:

Sahu Prajwal Kumar¹,Boppu Srinivas¹,Shafik Rishad²,Tunheim Svein Anders³,Granmo Ole-Christoffer³,Cenkeramaddi Linga Reddy⁴

Affiliation:

1. Indian Institute of Technology Bhubaneswar (IITBBS),School of Electrical Sciences,India

2. Newcastle University,Microsystems Group, School of Engineering,UK

3. University of Agder,Centre for Artificial Intelligence Research,Norway

4. University of Agder,Department of Information and Communication Technology,Norway

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10454903/10454913/10455016.pdf?arnumber=10455016

Reference20 articles.

1. Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size

2. A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks

3. Activity Classification of an Unmanned Aerial Vehicle Using Tsetlin Machine

4. Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization With Medical Applications

5. Closed-form expressions for global and local interpretation of Tsetlin Machines with applications to explaining high-dimensional data;Blakely;CoRR,2020

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