A Weighted-LSM Method to Improve Classification and Concentration Evaluation from Laser-Induced Fluorescence Spectra.
Valentina GabbariniAlessandro PuleioRiccardo RossiAndrea MaliziaPasqualino GaudioPublished in: Sensors (2022)
Keyphrases
- classification method
- classification accuracy
- significant improvement
- evaluation method
- feature extraction
- preprocessing
- unsupervised learning
- pattern classification
- support vector machine svm
- cost function
- decision rules
- classification scheme
- similarity measure
- cross validation
- feature selection
- detection method
- dynamic programming
- machine learning
- high accuracy
- benchmark data sets
- evaluation model
- decision trees
- classification process
- machine learning methods
- feature set
- clustering method
- segmentation algorithm
- training samples
- image classification
- support vector machine
- probabilistic model
- pairwise
- support vector
- three dimensional
- learning algorithm