217 search results - page 5 / 44 » Semantic Clustering for a Functional Text Classification Tas... |
NLDB
2010
Springer
14 years 2 months ago
2010
Springer
We present a lightweight, user-centred approach for document navigation and analysis that is based on an ontology of text mining results. This allows us to bring the result of exis...
ICMLA
2008
14 years 10 days ago
2008
Standard Machine Learning approaches to text classification use the bag-of-words representation of documents to deceive the classification target function. Typical linguistic stru...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
Many real-world datasets can be clustered along multiple dimensions. For example, text documents can be clustered not only by topic, but also by the author's gender or sentim...
KDD
2002
ACM
14 years 11 months ago
2002
ACM
Text classification is the process of classifying documents into predefined categories based on their content. Existing supervised learning algorithms to automatically classify te...
IJCNLP
2005
Springer
14 years 4 months ago
2005
Springer
Traditional text categorization is usually a topic-based task, but a subtle demand on information retrieval is to distinguish between positive and negative view on text topic. In t...