-NN Classifier for Documents Based on a Graph Structure.
Fernando José Artigas-FuentesReynaldo Gil-GarcíaJosé Manuel Badía-ContellesAurora Pons-PorrataPublished in: CIARP (2010)
Keyphrases
- graph structure
- graphical models
- text classifiers
- neural network
- document collections
- nearest neighbor
- backpropagation neural network
- graph structures
- training set
- xml documents
- artificial neural networks
- support vector
- metadata
- training process
- feature space
- nearest neighbour
- training data
- text classification
- tree structure
- information retrieval
- database
- graph representations
- directed graph
- class labels
- knn
- weighted graph
- learning algorithm
- feature selection
- undirected graph
- multi dimensional
- support vector machine
- relational databases