Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Representation and learning in information retrieval
Representation and learning in information retrieval
Neural Computation
Information-based objective functions for active data selection
Neural Computation
OHSUMED: an interactive retrieval evaluation and new large test collection for research
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
The nature of statistical learning theory
The nature of statistical learning theory
Evaluating and optimizing autonomous text classification systems
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Training algorithms for linear text classifiers
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Feature selection, perceptron learning, and a usability case study for text categorization
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Making large-scale support vector machine learning practical
Advances in kernel methods
A Bayesian approach to on-line learning
On-line learning in neural networks
Optimal perceptron learning: as online Bayesian approach
On-line learning in neural networks
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
A study of thresholding strategies for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Relevance Feedback using Support Vector Machines
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Accurate methods for the statistics of surprise and coincidence
Computational Linguistics - Special issue on using large corpora: I
Indexing for fast categorisation
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
Text classification from positive and unlabeled documents
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
An analysis of the relative hardness of Reuters-21578 subsets: Research Articles
Journal of the American Society for Information Science and Technology
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive sampling for thresholding in document filtering and classification
Information Processing and Management: an International Journal
Automatic new topic identification using multiple linear regression
Information Processing and Management: an International Journal
Constructing informative prior distributions from domain knowledge in text classification
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 2007 ACM symposium on Applied computing
Dynamic category profiling for text filtering and classification
Information Processing and Management: an International Journal
A machine learning approach to web page filtering using content and structure analysis
Decision Support Systems
Interactive high-quality text classification
Information Processing and Management: an International Journal
Supervised document classification based upon domain-specific term taxonomies
International Journal of Metadata, Semantics and Ontologies
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
Classification of Protein Interaction Sentences via Gaussian Processes
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
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
A new framework for an adaptive classifier model
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation
International Journal of Data Mining and Bioinformatics
Infinite Liouville mixture models with application to text and texture categorization
Pattern Recognition Letters
Learning to filter junk e-mail from positive and unlabeled examples
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Live and learn from mistakes: A lightweight system for document classification
Information Processing and Management: an International Journal
Generation of sufficient cut points to discretize network traffic data sets
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Projected-prototype based classifier for text categorization
Knowledge-Based Systems
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This paper explores the use of Bayesian online classifiers to classify text documents. Empirical results indicate that these classifiers are comparable with the best text classification systems. Furthermore, the online approach offers the advantage of continuous learning in the batch-adaptive text filtering task.