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February 12, 2026Knowledge-Based Systems0 citationsOpen Access

Enhancing Concept-Based Image Classification via Knowledge Reasoning

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FMFranck Anaël MbiayaFRFrédéric RosCVChristel Vrain

Key Points

  • This research aims to enhance the accuracy of image classification by integrating knowledge reasoning into existing algorithms.
  • Developed a novel approach combining knowledge reasoning with traditional image classification algorithms.
  • Applied feature extraction techniques to improve concept recognition within images.
  • Evaluated performance using various datasets to measure accuracy and efficiency.
  • Achieved a significant increase in classification accuracy compared to traditional methods.
  • Demonstrated the effectiveness of knowledge reasoning in improving the understanding of image concepts.

Abstract

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Cite This Study

Mbiaya et al. (2026) studied this question.

synapsesocial.com/papers/698d6e2a5be6419ac0d53b11https://doi.org/10.1016/j.knosys.2026.115509
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