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03/25/2023
Verifying Properties of Tsetlin Machines
Tsetlin Machines (TsMs) are a promising and interpretable machine learni...
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01/19/2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
Tsetlin machine (TM) is a logic-based machine learning approach with the...
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01/02/2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions
Embedding words in vector space is a fundamental first step in state-of-...
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05/19/2021
Explainable Tsetlin Machine framework for fake news detection with credibility score assessment
The proliferation of fake news, i.e., news intentionally spread for misi...
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05/10/2021
Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines
Recent research in novelty detection focuses mainly on document-level cl...
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11/17/2020
Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier
Most supervised text classification approaches assume a closed world, co...
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09/10/2020