Active learning: theory and applications

Probabilistic Memory-Based Collaborative Filtering

IEEE Transactions on Knowledge and Data Engineering

Association search in semantic web: search + inference

WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web

Active feedback in ad hoc information retrieval

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

Active learning for sampling in time-series experiments with application to gene expression analysis

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

Active learning via transductive experimental design

ICML '06 Proceedings of the 23rd international conference on Machine learning

Infinitely Imbalanced Logistic Regression

The Journal of Machine Learning Research

An interactive algorithm for asking and incorporating feature feedback into support vector machines

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

Interactive exploration for image retrieval

EURASIP Journal on Applied Signal Processing

Toward knowledge-driven data mining

Proceedings of the 2007 international workshop on Domain driven data mining

Reducing the number of sub-classifiers for pairwise multi-category support vector machines

Pattern Recognition Letters

Domain-Driven, Actionable Knowledge Discovery

IEEE Intelligent Systems

Effective multi-label active learning for text classification

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

Interactive localized content based image retrieval with multiple-instance active learning

Pattern Recognition

TCM-KNN algorithm for supervised network intrusion detection

PAISI'07 Proceedings of the 2007 Pacific Asia conference on Intelligence and security informatics

Multiple-view multiple-learner active learning

Pattern Recognition

Active learning with extremely sparse labeled examples

Neurocomputing

Active learning with irrelevant examples

ECML'06 Proceedings of the 17th European conference on Machine Learning

Studying self- and active-training methods for multi-feature set emotion recognition

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

Direct marketing with fewer mistakes

ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I

Inconsistency-based active learning for support vector machines

Pattern Recognition

Multi-domain active learning for text classification

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining