# Hyperparameter Optimization Method Based on Harmony Search Algorithm to Improve Performance of 1D CNN Human Respiration Pattern Recognition System

> Research article (Sensors, 2020) · cited 32× · AI/ML

**Wikidata**: [openalex:W3039203514](https://www.wikidata.org/wiki/openalex:W3039203514)  
**Source**: https://4ort.xyz/entity/hyperparameter-optimization-method-based-on-harmony-search-algorithm-to-improve-performance-of-1d-cnn-human-respiration-