| dc.contributor.author | Rheenen, Arthur Dirk van | en_GB |
| dc.contributor.author | Aurdal, Lars | en_GB |
| dc.contributor.author | Nystad, Helle Emilia | en_GB |
| dc.contributor.author | Haakestad, Magnus W. | en_GB |
| dc.date.accessioned | 2019-01-24T09:38:13Z | |
| dc.date.accessioned | 2019-01-28T13:04:39Z | |
| dc.date.available | 2019-01-24T09:38:13Z | |
| dc.date.available | 2019-01-28T13:04:39Z | |
| dc.date.issued | 2018 | |
| dc.identifier.citation | Rheenen ADv, Aurdal L, Nystad HE, Haakestad MWH. Identification of mixed substances using a random forest regressor to classify THz absorbance spectra. Proceedings of SPIE, the International Society for Optical Engineering. 2018 | en_GB |
| dc.identifier.uri | http://hdl.handle.net/123456789/80383 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12242/2525 | |
| dc.description | Rheenen, Arthur Dirk van; Aurdal, Lars; Nystad, Helle Emilia; Haakestad, Magnus W..
Identification of mixed substances using a random forest regressor to classify THz absorbance spectra. Proceedings of SPIE, the International Society for Optical Engineering 2018 | en_GB |
| dc.description.abstract | We report on the development and application of a random forest regressor that not only identifies but also estimates the relative concentrations of substances (one explosive and two simulants), both in one-substance and two-substance samples. Performance of the regressor is quantified using Receiver Operating Characteristics and the performance is contrasted with that of a simple Spectral Angle Mapping technique that worked well on single-substance samples [1-3]. | en_GB |
| dc.language.iso | en | en_GB |
| dc.subject | TermSet Emneord::Spektroskopi | |
| dc.subject | TermSet Emneord::Eksplosiver | |
| dc.title | Identification of mixed substances using a random forest regressor to classify THz absorbance spectra | en_GB |
| dc.type | Article | en_GB |
| dc.date.updated | 2019-01-24T09:38:13Z | |
| dc.identifier.cristinID | 1664204 | |
| dc.identifier.cristinID | 1664204 | |
| dc.identifier.doi | 10.1117/12.2325529 | |
| dc.source.issn | 0277-786X | |
| dc.source.issn | 1996-756X | |
| dc.type.document | Journal article | |
| dc.relation.journal | Proceedings of SPIE, the International Society for Optical Engineering | |