Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A vector space model for automatic indexing
Communications of the ACM
Constrained K-means Clustering with Background Knowledge
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
The Case against Accuracy Estimation for Comparing Induction Algorithms
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
On clusterings: Good, bad and spectral
Journal of the ACM (JACM)
Density-based clustering of uncertain data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Introduction to Information Retrieval
Introduction to Information Retrieval
Towards automatic classification of wikipedia content
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
| Hi-index | 0.00 |
The article reports application of clustering algorithms for creating hierarchical groups within Wikipedia articles. We evaluate three spectral clustering algorithms based on datasets constructed with usage of Wikipedia categories. Selected algorithm has been implemented in the system that categorize Wikipedia search results in the fly.