Information, Prediction, and Query by Committee

A sequential algorithm for training text classifiers

SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval

Active Learning with Local Models

Neural Processing Letters

Boosted mixture of experts: an ensemble learning scheme

Neural Computation

Active learning using adaptive resampling

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

A Principal Components Approach to Combining Regression Estimates

Machine Learning

Minimizing manual annotation cost in supervised training from corpora

ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics

A Bayesian network framework for reject inference

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

Word sense disambiguation by learning from unlabeled data

ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics

Agnostic active learning

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

Margin-based active learning for LVQ networks

Neurocomputing

Accurate and efficient processor performance prediction via regression tree based modeling

Journal of Systems Architecture: the EUROMICRO Journal

A discriminative model for semi-supervised learning

Journal of the ACM (JACM)

"Poor man" vote with M-ary classifiers: application to iris recognition

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication

Active learning with committees for text categorization

AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence

Improving classification for microarray data sets by constructing synthetic data

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

Knowledge mining sensory evaluation data: genetic programming, statistical techniques, and swarm optimization

Genetic Programming and Evolvable Machines

Learning a lot from only a little: genetic programming for panel segmentation on sparse sensory evaluation data

EuroGP'10 Proceedings of the 13th European conference on Genetic Programming

Active learning via perfect selective classification

The Journal of Machine Learning Research

Model guided adaptive design and analysis in computer experiment

Statistical Analysis and Data Mining

Improving Text Classification Accuracy by Training Label Cleaning

ACM Transactions on Information Systems (TOIS)

Active learning for cross-domain sentiment classification

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence