Evaluating Machine Learning Methods on a Large-scale of in Silico Fire Debris Data
NCJ Number
310307
Journal
Date Published
July 2025
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
In Silico Created Fire Debris Data for Machine Learning
NCJ Number
310024
Journal
Date Published
March 2025
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Analyst and machine learning opinions in fire debris analysis
NCJ Number
308072
Journal
Date Published
2023
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Convolutional Neural Network Applications in Fire Debris Classification
NCJ Number
305512
Journal
Date Published
September 2022
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Validation of ground truth fire debris classification by supervised machine learning
NCJ Number
303556
Journal
Date Published
December 2021
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Classification of ground-truth fire debris samples using artificial neural networks
NCJ Number
304186
Journal
Date Published
2021
Agencies
NIJ-Sponsored
Publication Type
Program/Project Evaluation
Publication Link
Detecting Chemical Vapor Diffusion through Firefighter Turnout Gear
NCJ Number
304054
Date Published
2021
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Application of likelihood ratios and optimal decision thresholds in fire debris analysis based on a partial least squares discriminant analysis (PLS-DA) model
NCJ Number
300991
Journal
Date Published
2019
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Class-conditional feature modeling for ignitable liquid classification with substantial substrate contribution in fire debris analysis
NCJ Number
307080
Journal
Date Published
2015
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Application of self-organizing feature maps to analyze the relationships between ignitable liquids and selected mass spectral ions
NCJ Number
304190
Journal
Date Published
2014
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Combined target factor analysis and Bayesian soft-classification of interference-contaminated samples: Forensic Fire Debris Analysis
NCJ Number
304189
Journal
Date Published
2012
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Discriminant analysis in the presence of interferences: Combined application of target factor analysis and a Bayesian soft-classifier
NCJ Number
304180
Journal
Date Published
2012
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Date Created: September 3, 2020