Combining Labeled and Unlabeled Data for MultiClass Text Categorization

Building Text Classifiers Using Positive and Unlabeled Examples

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Semi-supervised learning for facial expression recognition

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval

Co-EM support vector learning

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction

IEEE Transactions on Pattern Analysis and Machine Intelligence

Text Classification without Labeled Negative Documents

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Mining relational databases with multi-view learning

MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining

Graph based multi-modality learning

Proceedings of the 13th annual ACM international conference on Multimedia

Text Classification without Negative Examples Revisit

IEEE Transactions on Knowledge and Data Engineering

An active approach to spoken language processing

ACM Transactions on Speech and Language Processing (TSLP)

Combining error-correcting output codes and model-refinement for text categorization

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Extending boosting for large scale spoken language understanding

Machine Learning

Extending boosting for large scale spoken language understanding

Machine Learning

Imbalanced text classification: A term weighting approach

Expert Systems with Applications: An International Journal

Web page classification: Features and algorithms

ACM Computing Surveys (CSUR)

Text classification from unlabeled documents with bootstrapping and feature projection techniques

Information Processing and Management: an International Journal

Learning from Skewed Class Multi-relational Databases

Fundamenta Informaticae - Progress on Multi-Relational Data Mining

Using error-correcting output codes with model-refinement to boost centroid text classifier

ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions

Text classification by labeling words

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Building a Text Classifier by a Keyword and Wikipedia Knowledge

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement

ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

Active learning with multiple views

Journal of Artificial Intelligence Research

PBSVM: Partitioning and biased support vector machine for vocal fold pathology assessment using labeled and unlabeled data sets

Expert Systems with Applications: An International Journal

Multiple view clustering using a weighted combination of exemplar-based mixture models

IEEE Transactions on Neural Networks

An effective procedure exploiting unlabeled data to build monitoring system

Expert Systems with Applications: An International Journal

Boosted multi-class semi-supervised learning for human action recognition

Pattern Recognition

Extracting initial and reliable negative documents to enhance classification performance

KDLL'06 Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature

Estimation of mixture models using Co-EM

ECML'05 Proceedings of the 16th European conference on Machine Learning

Multi-view discriminative sequential learning

ECML'05 Proceedings of the 16th European conference on Machine Learning

Feature-Correlation based multi-view detection

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV

Learning from Skewed Class Multi-relational Databases

Fundamenta Informaticae - Progress on Multi-Relational Data Mining

Combining heterogeneous classifiers for relational databases

Pattern Recognition

Researcher homepage classification using unlabeled data

Proceedings of the 22nd international conference on World Wide Web