Assessment of artificial intelligence to detect gasoline in fire debris using HS‐SPME‐GC/MS and transfer learning - Huang, Ting‐Yu; Chung Yu, Jorn Chi (Journal of forensic sciences, 2024)
Keywords: Accuracy; Artificial intelligence; Artificial neural networks; Chemical composition; convolutional neural network and CNN; Debris; fire debris analysis; Forensic chemistry; Gas chromatography; gas chromatography–mass spectrometry and GCMS; Gasoline; heatmaps; Image classification; Machine learning; solid phase microextraction and SPME; Substrates; transfer learning; Workflow; fire debris analysis; solid phase microextraction and SPME; convolutional neural network and CNN; transfer learning; heatmaps; gas chromatography–mass spectrometry and GCMS