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
Degraded Ignitable Liquids Database: An Applied Study of Weathering and Bacterial Degradation on the Chromatographic Patterns of ASTM E 1618 Ignitable Liquid Classes
NCJ Number
250468
Date Published
December 2016
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical),
Program/Project Description
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
Comparison of Microspectrophotometry and Room-Temperature Fluorescence Excitation-Emission Matrix Spectroscopy for Non-Destructive Forensic Fiber Examination
NCJ Number
250541
Date Published
January 2015
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical),
Program/Project Description
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
Analysis of triacetone triperoxide explosive by mass spectrometry
NCJ Number
305351
Date Published
May 2012
Agencies
NIJ-Sponsored
Publication Type
Handbook
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
Application of Laser-Induced Breakdown Spectroscopy to Forensic Science: Analysis of Paint and Glass Samples
NCJ Number
232135
Date Published
October 2010
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Non-parametric permutation test for the discrimination of float glass samples based on LIBS spectra
NCJ Number
304162
Journal
Date Published
2010
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Comparative analysis of automotive paints by laser induced breakdown spectroscopy and nonparametric permutation tests
NCJ Number
304194
Date Published
2010
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Analysis of oligomeric peroxides in synthetic triacetone triperoxide samples by tandem mass spectrometry
NCJ Number
305343
Date Published
January 2009
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Analysis of triacetone triperoxide (TATP) and TATP synthetic intermediates by electrospray ionization mass spectrometry
NCJ Number
305350
Date Published
December 2007
Agencies
NIJ-Sponsored
Publication Type
Research (Applied/Empirical)
Publication Link
Date Created: September 3, 2020