Detection and Accurate Classification of Mixed Gases Using Machine Learning with Impedance Data

Mathematics

• Impedance 100%
• Machine Learning 98%
• Gas 83%
• Learning Algorithm 52%
• Classifier 33%
• Carbon Fiber 24%
• Equivalent Circuit 23%
• Silhouette 23%
• Unsupervised Learning 22%
• Supervised Learning 21%
• K-nearest Neighbor 20%
• Capacitance 19%
• Resistance 15%
• Molecules 14%
• Classify 11%
• Demonstrate 8%
• Characterization 7%
• Model 4%

Engineering & Materials Science

• Machine learning 65%
• Acoustic impedance 65%
• Gases 50%
• Learning algorithms 37%
• Classifiers 21%
• Activated carbon 18%
• Unsupervised learning 16%
• Molecules 14%
• Equivalent circuits 14%
• Carbon fibers 13%
• Capacitance 12%