On the editing distance between unordered labeled trees
Information Processing Letters
The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
On feature distributional clustering for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A semi-structured document model for text mining
Journal of Computer Science and Technology
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Support Vector Machines: Training and Applications
Support Vector Machines: Training and Applications
SVMTorch: support vector machines for large-scale regression problems
The Journal of Machine Learning Research
Integrating Element and Term Semantics for Similarity-Based XML Document Clustering
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Survey of Text Mining II: Clustering, Classification, and Retrieval
Survey of Text Mining II: Clustering, Classification, and Retrieval
An algebra for structured queries in bayesian networks
INEX'04 Proceedings of the Third international conference on Initiative for the Evaluation of XML Retrieval
A universal model for XML information retrieval
INEX'04 Proceedings of the Third international conference on Initiative for the Evaluation of XML Retrieval
INEX'04 Proceedings of the Third international conference on Initiative for the Evaluation of XML Retrieval
Extended VSM for XML document classification using frequent subtrees
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
| Hi-index | 0.00 |
Structured link vector model (SLVM) is a representation recently proposed for modeling XML documents, which was extended from the conventional vector space model (VSM) by incorporating document structures. In this paper, we describe the classification approach for XML documents based on SLVM and Support Vector Machine (SVM) in INEX 2007 Document Mining Challenge. The experimental results on the challenge's data set show that it outperforms any other approach on XML document classification task at the challenge.