Shared Nearest Neighbors Match Kernel for Bird Songs Identification - LifeCLEF 2015 Challenge.
Alexis JolyValentin LeveauJulien ChampOlivier BuissonPublished in: CLEF (Working Notes) (2015)
Keyphrases
- nearest neighbor
- bird species
- k nearest neighbor
- data points
- kernel methods
- knn
- kernel regression
- nearest neighbor search
- feature space
- kernel function
- high dimensional data
- high dimensional
- neural network
- image classification
- data sets
- multi class
- index structure
- distance function
- input space
- similarity measure
- kernel machines
- positive definite
- feature extraction
- partial matching