Using unlabeled data to improve text classification

Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Using the feature projection technique based on a normalized voting method for text classification

Information Processing and Management: an International Journal

Semisupervised learning from different information sources

Knowledge and Information Systems

Beyond the point cloud: from transductive to semi-supervised learning

ICML '05 Proceedings of the 22nd international conference on Machine learning

Semi-supervised model-based document clustering: A comparative study

Machine Learning

Learning with unlabeled data for text categorization using bootstrapping and feature projection techniques

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics

Using classification techniques for informal requirements in the requirements analysis-supporting system

Information and Software Technology

Bayesian networks for imputation in classification problems

Journal of Intelligent Information Systems

A case-study on naïve labelling for the nearest mean and the linear discriminant classifiers

Pattern Recognition

Imbalanced text classification: A term weighting approach

Expert Systems with Applications: An International Journal

Text classification from unlabeled documents with bootstrapping and feature projection techniques

Information Processing and Management: an International Journal

Topic model methods for automatically identifying out-of-scope resources

Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries

Sentiment analysis of blogs by combining lexical knowledge with text classification

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

A novel initialization method for semi-supervised clustering

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management

Semi-supervised classification with active query selection

SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

Combining active learning and semi-supervised for improving learning performance

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies

On text mining algorithms for automated maintenance of hierarchical knowledge directory

KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management

Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data

Pattern Recognition

Large-Scale inference of network-service disruption upon natural disasters

Sensor-KDD'08 Proceedings of the Second international conference on Knowledge Discovery from Sensor Data

Online semi-supervised ensemble updates for fMRI data

PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning

Using clustering analysis to improve semi-supervised classification

Neurocomputing

Short text classification by detecting information path

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management

Pattern classification and clustering: A review of partially supervised learning approaches

Pattern Recognition Letters