A new approach for IR spectra matching using normalized local Change JD Ellis, R Iqbal, K Yoshimatsu Analytica Chimica Acta 1103, 49-57, 2020 | 7 | 2020 |
Verification of the neural network training process for spectrum-based chemical substructure prediction using metamorphic testing JD Ellis, R Iqbal, K Yoshimatsu Journal of Computational Science 55, 101456, 2021 | 6 | 2021 |
An analysis of lightweight convolutional neural networks for parking space occupancy detection JD Ellis, A Harris, N Saquer, R Iqbal 2021 IEEE International Symposium on Multimedia (ISM), 261-268, 2021 | 2 | 2021 |
Deep Q-Learning-Based Molecular Graph Generation for Chemical Structure Prediction From Infrared Spectra JD Ellis, R Iqbal, K Yoshimatsu IEEE Transactions on Artificial Intelligence, 2023 | 1 | 2023 |
Infrared spectra prediction using attention-based graph neural networks N Saquer, R Iqbal, JD Ellis, K Yoshimatsu Digital Discovery, 2024 | | 2024 |
IR spectra matching methods R Iqbal, K Yoshimatsu, J Ellis US Patent 11,726,034, 2023 | | 2023 |
Identification of Chemical Structures and Substructures via Deep Q-Learning and Supervised Learning of FTIR Spectra JD Ellis | | 2021 |