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Avoidance Learning and Learned Helplessness

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A logic-based knowledge-driven bidirectional multi-attention GRU framework for fear level classification in humans

Adlene Anusha Joshva¹, Vinoth Kumar Balasubramanian², M Murugappan^3,4

¹Department of Computer Science and Engineering, PSG College of Technology, Coimbatore, 641004, India. ads.cse@psgtech.ac.in.

Scientific Reports

|March 15, 2026

Summary

No abstract available in PubMed .

Keywords:

Fear level classification Inductive logic programming Knowledge based approach Logic based learning

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