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cs.LG2025
A Compression Based Classification Framework Using Symbolic Dynamics of Chaotic Maps
Parth Naik, Harikrishnan N B
We propose a novel classification framework grounded in symbolic dynamics and data compression using chaotic maps. The core idea is to model each class by generating symbolic seque…
cs.LG2025
Chaotic Map based Compression Approach to Classification
Harikrishnan N B, Anuja Vats, Nithin Nagaraj +1
Modern machine learning approaches often prioritize performance at the cost of increased complexity, computational demands, and reduced interpretability. This paper introduces a no…