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
A Mixed Ensemble Approach for the Semi-supervised Problem
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Transductive Learning: Learning Iris Data with Two Labeled Data
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Combining Multiclass Maximum Entropy Text Classifiers with Neural Network Voting
PorTAL '02 Proceedings of the Third International Conference on Advances in Natural Language Processing
Augmenting Supervised Neural Classifier Training Using a Corpus of Unlabeled Data
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Combining clustering and co-training to enhance text classification using unlabelled data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Building Text Classifiers Using Positive and Unlabeled Examples
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Clustering documents in a web directory
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Bootstrapping for hierarchical document classification
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Autonomous visual model building based on image crawling through internet search engines
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Weakly-supervised relation classification for information extraction
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Guided Cluster Discovery with Markov Model
Applied Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semisupervised learning from different information sources
Knowledge and Information Systems
Bootstrapping statistical parsers from small datasets
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Teaching a weaker classifier: named entity recognition on upper case text
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Applying co-training methods to statistical parsing
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Weakly supervised natural language learning without redundant views
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - 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
Clustering documents into a web directory for bootstrapping a supervised classification
Data & Knowledge Engineering - Special issue: WIDM 2003
Tri-Training: Exploiting Unlabeled Data Using Three Classifiers
IEEE Transactions on Knowledge and Data Engineering
Semi-automatic video annotation based on active learning with multiple complementary predictors
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Active learning for HPSG parse selection
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Bootstrapping POS taggers using unlabelled data
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Bootstrapping coreference classifiers with multiple machine learning algorithms
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Enhancing relevance feedback in image retrieval using unlabeled data
ACM Transactions on Information Systems (TOIS)
Learning from positive and unlabeled examples
Theoretical Computer Science - Algorithmic learning theory (ALT 2000)
Web-based text classification in the absence of manually labeled training documents
Journal of the American Society for Information Science and Technology
Co-training for predicting emotions with spoken dialogue data
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
Improving classification performance using unlabeled data: Naive Bayesian case
Knowledge-Based Systems
On the relation between multi-instance learning and semi-supervised learning
Proceedings of the 24th international conference on Machine learning
Software quality estimation with limited fault data: a semi-supervised learning perspective
Software Quality Control
An integrated system for building enterprise taxonomies
Information Retrieval
Semisupervised Regression with Cotraining-Style Algorithms
IEEE Transactions on Knowledge and Data Engineering
The value of agreement a new boosting algorithm
Journal of Computer and System Sciences
Semi-supervised learning integrated with classifier combination for word sense disambiguation
Computer Speech and Language
Exploring hedge identification in biomedical literature
Journal of Biomedical Informatics
On multi-view active learning and the combination with semi-supervised learning
Proceedings of the 25th international conference on Machine learning
An efficient spatial semi-supervised learning algorithm
International Journal of Parallel, Emergent and Distributed Systems
Analyzing Co-training Style Algorithms
ECML '07 Proceedings of the 18th European conference on Machine Learning
A Fault Prediction Model with Limited Fault Data to Improve Test Process
PROFES '08 Proceedings of the 9th international conference on Product-Focused Software Process Improvement
Imbalanced text classification: A term weighting approach
Expert Systems with Applications: An International Journal
Exploiting contextual information in recommender systems
Proceedings of the 2008 ACM conference on Recommender systems
Comparison of approaches for estimating reliability of individual regression predictions
Data & Knowledge Engineering
Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A multi-view approach to semi-supervised document classification with incremental Naive Bayes
Computers & Mathematics with Applications
Semi-supervised Word Sense Disambiguation Using the Web as Corpus
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Semi-supervised document retrieval
Information Processing and Management: an International Journal
When does Co-training Work in Real Data?
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
An overview of advances in reliability estimation of individual predictions in machine learning
Intelligent Data Analysis
Semi-supervised Learning with Multimodal Perturbation
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Text classification by labeling words
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Agreement/disagreement classification: exploiting unlabeled data using contrast classifiers
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Learning with Missing or Incomplete Data
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Semi-supervised learning with very few labeled training examples
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Learning from labeled and unlabeled data: an empirical study across techniques and domains
Journal of Artificial Intelligence Research
Active learning with multiple views
Journal of Artificial Intelligence Research
Learning to classify texts using positive and unlabeled data
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Integrating background knowledge into text classification
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Semi-supervised regression with co-training
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Music clustering with features from different information sources
IEEE Transactions on Multimedia - Special section on communities and media computing
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
Semi-supervised Learning for Regression with Co-training by Committee
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Semi-supervised Classification Based on Clustering Ensembles
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Learning with unlabeled data and its application to image retrieval
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Large-scale bot detection for search engines
Proceedings of the 19th international conference on World wide web
Co-training with relevant random subspaces
Neurocomputing
A classification algorithm based on local cluster centers with a few labeled training examples
Knowledge-Based Systems
The Knowledge Engineering Review
Combining Local and Global KNN With Cotraining
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Semi-supervised Bayesian ARTMAP
Applied Intelligence
Performance evaluation of constraints in graph-based semi-supervised clustering
AMT'10 Proceedings of the 6th international conference on Active media technology
On-line multi-view forests for tracking
Proceedings of the 32nd DAGM conference on Pattern recognition
Combining committee-based semi-supervised learning and active learning
Journal of Computer Science and Technology
Software defect detection with rocus
Journal of Computer Science and Technology
A new co-training-style random forest for computer aided diagnosis
Journal of Intelligent Information Systems
Electrostatic field framework for supervised and semi-supervised learning from incomplete data
Natural Computing: an international journal
The unsymmetrical-style co-training
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Global/local hybrid learning of mixture-of-experts from labeled and unlabeled data
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Diverse reduct subspaces based co-training for partially labeled data
International Journal of Approximate Reasoning
Granulation-based symbolic representation of time series and semi-supervised classification
Computers & Mathematics with Applications
Time-aware co-training for indoors localization in visual lifelogs
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Improving video classification via youtube video co-watch data
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Using semi-supervised learning for question classification
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Investigating problems of semi-supervised learning for word sense disambiguation
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Tri-training and data editing based semi-supervised clustering algorithm
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A semi-naive bayesian learning method for utilizing unlabeled data
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Extracting initial and reliable negative documents to enhance classification performance
KDLL'06 Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature
Sample-based software defect prediction with active and semi-supervised learning
Automated Software Engineering
A machine learning approach to identifying database sessions using unlabeled data
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Learning from positive and unlabeled examples with different data distributions
ECML'05 Proceedings of the 16th European conference on Machine Learning
Semi-supervised multiple classifier systems: background and research directions
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
The value of agreement, a new boosting algorithm
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Self-training and co-training applied to spanish named entity recognition
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Lateen EM: unsupervised training with multiple objectives, applied to dependency grammar induction
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
DCPE co-training for classification
Neurocomputing
Unlabeled data and multiple views
PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning
Tri-training based on neural network ensemble algorithm
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A new relational Tri-training system with adaptive data editing for inductive logic programming
Knowledge-Based Systems
CoNet: feature generation for multi-view semi-supervised learning with partially observed views
Proceedings of the 21st ACM international conference on Information and knowledge management
A hybrid generative/discriminative method for semi-supervised classification
Knowledge-Based Systems
High performance query expansion using adaptive co-training
Information Processing and Management: an International Journal
Bidirectional-isomorphic manifold learning at image semantic understanding & representation
Multimedia Tools and Applications
Inter-training: Exploiting unlabeled data in multi-classifier systems
Knowledge-Based Systems
Web page and image semi-supervised classification with heterogeneous information fusion
Journal of Information Science
Semi-supervised learning using greedy max-cut
The Journal of Machine Learning Research
Semi-supervised learning combining co-training with active learning
Expert Systems with Applications: An International Journal
Pattern classification and clustering: A review of partially supervised learning approaches
Pattern Recognition Letters
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