Learning to handle inconsistency for multi-source integration
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Active learning using adaptive resampling
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
A New Bootstrapping Method to Improve Classification Performance in Learning Classifier Systems
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
How Can Computer Science Contribute to Knowledge Discovery?
SOFSEM '01 Proceedings of the 28th Conference on Current Trends in Theory and Practice of Informatics Piestany: Theory and Practice of Informatics
Efficient Data Mining by Active Learning
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Empirical Comparison of Competing Query Learning Methods
DS '98 Proceedings of the First International Conference on Discovery Science
Learning domain-independent string transformation weights for high accuracy object identification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Active Sampling for Class Probability Estimation and Ranking
Machine Learning
Diverse ensembles for active learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Effective automatic image annotation via a coherent language model and active learning
Proceedings of the 12th annual ACM international conference on Multimedia
A Bayesian approach toward active learning for collaborative filtering
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Automatically utilizing secondary sources to align information across sources
AI Magazine - Special issue on semantic integration
Distinguishing easy and hard instances
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Enhancing relevance feedback in image retrieval using unlabeled data
ACM Transactions on Information Systems (TOIS)
Outlier detection by active learning
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Outlier detection by sampling with accuracy guarantees
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
An empirical study of the behavior of active learning for word sense disambiguation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
Proceedings of the ninth international conference on Electronic commerce
Active learning for logistic regression: an evaluation
Machine Learning
Semisupervised Regression with Cotraining-Style Algorithms
IEEE Transactions on Knowledge and Data Engineering
Active learning and logarithmic opinion pools for hpsg parse selection
Natural Language Engineering
Selective generation of training examples in active meta-learning
International Journal of Hybrid Intelligent Systems - HIS 2007
An Active Learning Method Based on Most Possible Misclassification Sampling Using Committee
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
Decision Tree Instability and Active Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
A Scalable Algorithm for Graph-Based Active Learning
FAW '08 Proceedings of the 2nd annual international workshop on Frontiers in Algorithmics
Graph-Based Active Learning Based on Label Propagation
MDAI '08 Sabadell Proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence
Importance weighted active learning
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
An analysis of active learning strategies for sequence labeling tasks
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Software testing by active learning for commercial games
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Actively exploring creation of face space(s) for improved face recognition
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - 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
Active learning for class probability estimation and ranking
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
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
Reducing the annotation effort for letter-to-phoneme conversion
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 1 - Volume 1
An improved sample selection algorithm in fuzzy decision tree induction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Learning with unlabeled data and its application to image retrieval
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Active learning for regression based on query by committee
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Cost-minimising strategies for data labelling: optimal stopping and active learning
FoIKS'08 Proceedings of the 5th international conference on Foundations of information and knowledge systems
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Active learning for ranking through expected loss optimization
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An artificial experimenter for enzymatic response characterisation
DS'10 Proceedings of the 13th international conference on Discovery science
Relevant knowledge helps in choosing right teacher: active query selection for ranking adaptation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Mining Recurring Concept Drifts with Limited Labeled Streaming Data
ACM Transactions on Intelligent Systems and Technology (TIST)
Multi-class ensemble-based active learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
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
Combining Uncertainty Sampling methods for supporting the generation of meta-examples
Information Sciences: an International Journal
Activized learning: transforming passive to active with improved label complexity
The Journal of Machine Learning Research
New algorithms for budgeted learning
Machine Learning
Bagging and Boosting statistical machine translation systems
Artificial Intelligence
Information Sciences: an International Journal
Literature survey of active learning in multimedia annotation and retrieval
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
Grey System Theory based prediction for topic trend on Internet
Engineering Applications of Artificial Intelligence
Collaborative information acquisition for data-driven decisions
Machine Learning
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