| Title |
Decoding an automobile’s technical specification from its identification number / |
| Authors |
Mačiūnas, Mantas ; Skorniakov, Viktor |
| DOI |
10.15388/LMITT.2025.15 |
| Full Text |
|
| Is Part of |
Lietuvos magistrantų informatikos ir IT tyrimai: konferencijos darbai, 2025 m. gegužės 13 d... Vilnius : Vilniaus universiteto leidykla. 2025, p. 121-129.. eISSN 2783-784X |
| Keywords [eng] |
vehicle identification number ; multi-label classification ; random forest classifier ; decision tree classifier ; extra trees classifier ; k-nearest neighbours classifier |
| Abstract [eng] |
We propose a method for decoding technical vehicle‘s parameters (make, model name, body type etc.) from its identification number. Classification is done for the entire specification at once, thus utilising the underlying dependencies between labels. To achieve the goal, several models were used – nearest neighbours, decision tree, extra trees and random forest classifiers. |
| Published |
Vilnius : Vilniaus universiteto leidykla |
| Type |
Conference paper |
| Language |
English |
| Publication date |
2025 |
| CC license |
|
