Multichannel CNN for Gas mixture classification

Multichannel CNN for Gas mixture classification using gas sensor array. Repository link for following research works:

• Oh, Y., Lee, C., Lee, J., Kim, S. & Kim, S. (2022), Multichannel convolution neural network for gas mixture classification. Annals of Operations Research. https://doi.org/10.1007/s10479-022-04715-2. [paper] [code]
• Oh, Y. & Kim, S. (2021), Multi-channel Convolution Neural Network for Gas Mixture Classification. In 2021 International Conference on Data Mining Workshops (ICDMW) (pp. 1094-1095). IEEE, December 2021. [paper] [slide]
• Oh, Y. & Kim, S. (2021), Multi-channel Convolution Neural Network for Gas Mixture Classification, The 4th Joint Conference of Korean Artificial Intelligence Association (JKAIA) 2021, July 2021. [poster]

Project Link Repository link

Programming Language & Technology Specification

| Github | Python |

Github Paper