Boosting and Rocchio applied to text filtering
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Text filtering by boosting naive Bayes classifiers
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Active learning using adaptive resampling
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Text Classification from Labeled and Unlabeled Documents using EM
Machine Learning - Special issue on information retrieval
Analyzing the effectiveness and applicability of co-training
Proceedings of the ninth international conference on Information and knowledge management
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Informed Selection of Training Examples for Knowledge Refinement
EKAW '00 Proceedings of the 12th European Workshop on Knowledge Acquisition, Modeling and Management
Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
An Architecture of a Web-Based Collaborative Image Search Engine
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Support vector machine active learning with applications to text classification
The Journal of Machine Learning Research
Active Sampling for Class Probability Estimation and Ranking
Machine Learning
Semi-supervised learning for facial expression recognition
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Online Choice of Active Learning Algorithms
The Journal of Machine Learning Research
Active learning using pre-clustering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Diverse ensembles for active learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
InfoAnalyzer: a computer-aided tool for building enterprise taxonomies
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Active learning for statistical natural language parsing
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
An empirical study of active learning with support vector machines for Japanese word segmentation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Active learning for classifying phone sequences from unsupervised phonotactic models
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Active feedback in ad hoc information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Deriving marketing intelligence from online discussion
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Proceedings of the 13th annual ACM international conference on Multimedia
Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Poisson naive Bayes for text classification with feature weighting
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Bootstrapping coreference classifiers with multiple machine learning algorithms
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Large-scale text categorization by batch mode active learning
Proceedings of the 15th international conference on World Wide Web
Batch mode active learning and its application to medical image classification
ICML '06 Proceedings of the 23rd international conference on Machine learning
Relevance feedback algorithm based on learning from labeled and unlabeled data
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Some Effective Techniques for Naive Bayes Text Classification
IEEE Transactions on Knowledge and Data Engineering
An active approach to spoken language processing
ACM Transactions on Speech and Language Processing (TSLP)
Extreme video retrieval: joint maximization of human and computer performance
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Performance thresholding in practical text classification
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Active EM to reduce noise in activity recognition
Proceedings of the 12th international conference on Intelligent user interfaces
Multi-criteria-based active learning for named entity recognition
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
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
Corrective feedback and persistent learning for information extraction
Artificial Intelligence
Internet-scale collection of human-reviewed data
Proceedings of the 16th international conference on World Wide Web
Semi-supervised single-label text categorization using centroid-based classifiers
Proceedings of the 2007 ACM symposium on Applied computing
Multi-Task Learning for Classification with Dirichlet Process Priors
The Journal of Machine Learning Research
Software quality estimation with limited fault data: a semi-supervised learning perspective
Software Quality Control
Active learning for logistic regression: an evaluation
Machine Learning
An integrated system for building enterprise taxonomies
Information Retrieval
Email answering assistance by semi-supervised text classification
Intelligent Data Analysis
Iterative cross-training: An algorithm for web page categorization
Intelligent Data Analysis
Active learning for constructing transliteration lexicons from the Web
Journal of the American Society for Information Science and Technology
Sensitive webpage classification for content advertising
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
A stopping criterion for active learning
Computer Speech and Language
Experience sampling for building predictive user models: a comparative study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Active learning and logarithmic opinion pools for hpsg parse selection
Natural Language Engineering
Personalized active learning for collaborative filtering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Effective label acquisition for collective classification
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with direct query construction
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Maximum Margin Active Learning for Sequence Labeling with Different Length
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Pool-Based Agnostic Experiment Design in Linear Regression
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Graph-Based Active Learning Based on Label Propagation
MDAI '08 Sabadell Proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence
Integration of news content into web results
Proceedings of the Second ACM International Conference on Web Search and Data Mining
A multi-view approach to semi-supervised document classification with incremental Naive Bayes
Computers & Mathematics with Applications
Semisupervised SVM batch mode active learning with applications to image retrieval
ACM Transactions on Information Systems (TOIS)
Active learning for object classification: from exploration to exploitation
Data Mining and Knowledge Discovery
Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Active Learning Strategies for Multi-Label Text Classification
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A Hybrid Approach to Improve Bilingual Multiword Expression Extraction
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Expert Systems with Applications: An International Journal
Pool-based active learning in approximate linear regression
Machine Learning
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Active sample selection for named entity transliteration
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Active Learning with Automatic Soft Labeling for Induction of Decision Trees
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Text classification by labeling words
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Multi-criteria-based strategy to stop active learning for data annotation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
A weakly supervised learning approach for spoken language understanding
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Empirical study on the performance stability of named entity recognition model across domains
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A machine learning approach to sentiment analysis in multilingual Web texts
Information Retrieval
An analysis of active learning strategies for sequence labeling tasks
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Spoken language understanding using weakly supervised learning
Computer Speech and Language
Acquiring word-meaning mappings for natural language interfaces
Journal of Artificial Intelligence Research
Active learning with multiple views
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Optimistic active learning using mutual information
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Selective supervision: guiding supervised learning with decision-theoretic active learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Reflect and correct: A misclassification prediction approach to active inference
ACM Transactions on Knowledge Discovery from Data (TKDD)
A two-stage method for active learning of statistical grammars
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Corrective feedback and persistent learning for information extraction
Artificial Intelligence
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Knowledge sciences in services automation: integration models and perspectives for service centers
CASE'09 Proceedings of the fifth annual IEEE international conference on Automation science and engineering
Semi-supervised active learning for sequence labeling
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
Active learning of extractive reference summaries for lecture speech summarization
BUCC '09 Proceedings of the 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora
Query Selection via Weighted Entropy in Graph-Based Semi-supervised Classification
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Investigating the effects of selective sampling on the annotation task
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Gaussian Processes for Object Categorization
International Journal of Computer Vision
Confidence-based stopping criteria for active learning for data annotation
ACM Transactions on Speech and Language Processing (TSLP)
Representative sampling for text classification using support vector machines
ECIR'03 Proceedings of the 25th European conference on IR research
Index driven selective sampling for CBR
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Incorporating diversity and density in active learning for relevance feedback
ECIR'07 Proceedings of the 29th European conference on IR research
Active learning with history-based query selection for text categorisation
ECIR'07 Proceedings of the 29th European conference on IR research
Very large Bayesian networks in text classification
ICCS'03 Proceedings of the 1st international conference on Computational science: PartI
A large-scale active learning system for topical categorization on the web
Proceedings of the 19th international conference on World wide web
Detecting Wikipedia vandalism with active learning and statistical language models
Proceedings of the 4th workshop on Information credibility
Selective sampling based on dynamic certainty propagation for image retrieval
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Text and hypertext categorization
Artificial intelligence
Batch mode active learning based multi-view text classification
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Active learning for ranking through expected loss optimization
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
SED: supervised experimental design and its application to text classification
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Active learning for biomedical citation screening
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with sampling by uncertainty and density for data annotations
IEEE Transactions on Audio, Speech, and Language Processing
Modeling annotation time to reduce workload in comparative effectiveness reviews
Proceedings of the 1st ACM International Health Informatics Symposium
An artificial experimenter for enzymatic response characterisation
DS'10 Proceedings of the 13th international conference on Discovery science
Which clustering do you want? inducing your ideal clustering with minimal feedback
Journal of Artificial Intelligence Research
Combining committee-based semi-supervised learning and active learning
Journal of Computer Science and Technology
A new feature selection method based on support vector machines for text categorisation
International Journal of Data Analysis Techniques and Strategies
Stream-based active unusual event detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Inactive learning?: difficulties employing active learning in practice
ACM SIGKDD Explorations Newsletter
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
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
Fuzzy semi-supervised support vector machines
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Rule-based active sampling for learning to rank
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
The importance of precision in humour classification
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Active class selection for arousal classification
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Coached active learning for interactive video search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multi-class ensemble-based active learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
Uncertainty-based active learning with instability estimation for text classification
ACM Transactions on Speech and Language Processing (TSLP)
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
Combining active learning and semi-supervised for improving learning performance
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Research on query-by-committee method of active learning and application
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Active learning with the probabilistic RBF classifier
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Solving particularization with supervised clustering competition scheme
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Estimation of mixture models using Co-EM
ECML'05 Proceedings of the 16th European conference on Machine Learning
Active learning for probability estimation using jensen-shannon divergence
ECML'05 Proceedings of the 16th European conference on Machine Learning
SETRED: self-training with editing
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A weakly-supervised approach to argumentative zoning of scientific documents
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
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
Applying active learning to assertion classification of concepts in clinical text
Journal of Biomedical Informatics
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
EGAL: exploration guided active learning for TCBR
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Adaptive submodularity: theory and applications in active learning and stochastic optimization
Journal of Artificial Intelligence Research
Inconsistency-based active learning for support vector machines
Pattern Recognition
Activized learning: transforming passive to active with improved label complexity
The Journal of Machine Learning Research
A utility-theoretic ranking method for semi-automated text classification
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Efficiently learning the preferences of people
Machine Learning
Robust active learning for linear regression via density power divergence
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
A theory of transfer learning with applications to active learning
Machine Learning
Active hashing and its application to image and text retrieval
Data Mining and Knowledge Discovery
Reverse active learning for optimising information extraction training production
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Information Sciences: an International Journal
Active learning on sentiment classification by selecting both words and documents
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Combining active learning and semi-supervised learning to construct SVM classifier
Knowledge-Based Systems
Literature survey of active learning in multimedia annotation and retrieval
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Active AODE learning based on a novel sampling strategy and its application
International Journal of Computer Applications in Technology
Active learning for noisy oracle via density power divergence
Neural Networks
Pattern classification and clustering: A review of partially supervised learning approaches
Pattern Recognition Letters
Efficient active learning of halfspaces: an aggressive approach
The Journal of Machine Learning Research
Autonomously learning to visually detect where manipulation will succeed
Autonomous Robots
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
A two-phase hybrid of semi-supervised and active learning approach for sequence labeling
Intelligent Data Analysis
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