Selective Sampling with Redundant Views

Mixed-initiative, multi-source information assistants

Proceedings of the 10th international conference on World Wide Web

Programming by Demonstration Using Version Space Algebra

Machine Learning

Accurately and reliably extracting data from the Web: a machine learning approach

Intelligent exploration of the web

Incremental learning with partial instance memory

Artificial Intelligence

Diverse ensembles for active learning

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

Semisupervised learning from different information sources

Knowledge and Information Systems

Fine grained classification of named entities

COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1

Example selection for bootstrapping statistical parsers

NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1

Uncertainty reduction in collaborative bootstrapping: measure and algorithm

ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1

Composing, optimizing, and executing plans for bioinformatics web services

The VLDB Journal — The International Journal on Very Large Data Bases

Active learning for HPSG parse selection

CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4

Enhancing relevance feedback in image retrieval using unlabeled data

ACM Transactions on Information Systems (TOIS)

Adapting Web information extraction knowledge via mining site-invariant and site-dependent features

ACM Transactions on Internet Technology (TOIT)

Rapid and brief communication: Active learning for image retrieval with Co-SVM

Pattern Recognition

SPHINX: Schema integration by example

Journal of Intelligent Information Systems

Mining relational data from text: From strictly supervised to weakly supervised learning

Information Systems

Active learning for e-rulemaking: public comment categorization

dg.o '08 Proceedings of the 2008 international conference on Digital government research

Informative sampling for large unbalanced data sets

Proceedings of the 10th annual conference companion on Genetic and evolutionary computation

On multi-view active learning and the combination with semi-supervised learning

Proceedings of the 25th international conference on Machine learning

Information Extraction

Foundations and Trends in Databases

A multi-view approach to semi-supervised document classification with incremental Naive Bayes

Computers & Mathematics with Applications

Active learning with sampling by uncertainty and density for word sense disambiguation and text classification

COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1

Active learning with multiple views

Journal of Artificial Intelligence Research

Active learning with strong and weak views: a case study on wrapper induction

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

Deploying information agents on the web

IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence

On privacy preservation in text and document-based active learning for named entity recognition

Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases

Coevolution of simulator proxies and sampling strategies for petroleum reservoir modeling

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Semi-supervised learning for automatic prosodic event detection using co-training algorithm

ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2

Multi-view multi-label active learning for image classification

ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo

AUC maximization linear classifier based on active learning and its application

Neurocomputing

2010 Special Issue: Semi-supervised learning for tree-structured ensembles of RBF networks with Co-Training

Neural Networks

Learning with unlabeled data and its application to image retrieval

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Selective sampling methods in one-class classification problems

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Selective sampling based on dynamic certainty propagation for image retrieval

MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling

Multiple-view multiple-learner active learning

Pattern Recognition

Adaptive information extraction: core technologies for information agents

Intelligent information agents

Active learning with extremely sparse labeled examples

Neurocomputing

Improving co-training with agreement-based sampling

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Combining committee-based semi-supervised learning and active learning

Journal of Computer Science and Technology

Automatic rule learning exploiting morphological features for named entity recognition in Turkish

Journal of Information Science

Supervised and semi-supervised infant-directed speech classification for parent-infant interaction analysis

Speech Communication

Ask me better questions: active learning queries based on rule induction

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Multiple-View Multiple-Learner Semi-Supervised Learning

Neural Processing Letters

A new multi-view learning algorithm based on ICA feature for image retrieval

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I

Multi-class ensemble-based active learning

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

Combining active learning and semi-supervised for improving learning performance

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

A collaborative ability measurement for co-training

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing

Automatic prosodic event detection using a novel labeling and selection method in co-training

Speech Communication

SETRED: self-training with editing

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

An extension of the aspect PLSA model to active and semi-supervised learning for text classification

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications

Combining committee-based semi-supervised and active learning and its application to handwritten digits recognition

MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems

Unlabeled data and multiple views

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

Multi-view learning via probabilistic latent semantic analysis

Information Sciences: an International Journal

Learning to adapt cross language information extraction wrapper

Applied Intelligence

Active learning for relation type extension with local and global data views

Proceedings of the 21st ACM international conference on Information and knowledge management

Let us know your decision: Pool-based active training of a generative classifier with the selection strategy 4DS

Information Sciences: an International Journal

Active learning for human action retrieval using query pool selection

Neurocomputing

Active learning from relative queries

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

Improving multi-view semi-supervised learning with agreement-based sampling

Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data