Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Support vector machines: relevance feedback and information retrieval
Information Processing and Management: an International Journal
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Integrating feature and instance selection for text classification
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
Classifying large data sets using SVMs with hierarchical clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A Probabilistic Active Support Vector Learning Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Segmentation of multispectral remote sensing images using active support vector machines
Pattern Recognition Letters
Convergence and Application of Online Active Sampling Using Orthogonal Pillar Vectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean version space: a new active learning method for content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
A selective sampling approach to active feature selection
Artificial Intelligence
Stochastic scheduling of active support vector learning algorithms
Proceedings of the 2005 ACM symposium on Applied computing
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 feedback in ad hoc information retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
SVM selective sampling for ranking with application to data retrieval
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Preference elicitation for interface optimization
Proceedings of the 18th annual ACM symposium on User interface software and technology
A unified shot boundary detection framework based on graph partition model
Proceedings of the 13th annual ACM international conference on Multimedia
Semi-automatic video annotation based on active learning with multiple complementary predictors
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing
Data Mining and Knowledge Discovery
Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
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
Confidence-Based Active Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
An active approach to spoken language processing
ACM Transactions on Speech and Language Processing (TSLP)
Learning concepts from large scale imbalanced data sets using support cluster machines
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
Fast Kernel Classifiers with Online and Active Learning
The Journal of Machine Learning Research
Multi-criteria-based active learning for named entity recognition
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Enabling soft queries for data retrieval
Information Systems
Information Processing and Management: an International Journal
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Active Learning with Feedback on Features and Instances
The Journal of Machine Learning Research
Proceedings of the 24th international conference on Machine learning
Practical learning from one-sided feedback
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to Transform Time Series with a Few Examples
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature selection and classification model construction on type 2 diabetic patients' data
Artificial Intelligence in Medicine
Learning on the border: active learning in imbalanced data classification
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Teachable robots: Understanding human teaching behavior to build more effective robot learners
Artificial Intelligence
A stopping criterion for active learning
Computer Speech and Language
Hierarchical sampling for active learning
Proceedings of the 25th international conference on Machine learning
trNon-greedy active learning for text categorization using convex ansductive experimental design
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Selective generation of training examples in active meta-learning
International Journal of Hybrid Intelligent Systems - HIS 2007
Adaptive prototype-based fuzzy classification
Fuzzy Sets and Systems
Active Learning with Support Vector Machines for Tornado Prediction
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
Data Selection Using SASH Trees for Support Vector Machines
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
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
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
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
Improving supervised learning performance by using fuzzy clustering method to select training data
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Fuzzy theory and technology with applications
Simultaneous detection of abrupt cuts and dissolves in videos using support vector machines
Pattern Recognition Letters
Graph-Based Active Learning Based on Label Propagation
MDAI '08 Sabadell Proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence
Two-Phased Active Support Kernel Machine Learning
New Frontiers in Applied Data Mining
Semisupervised SVM batch mode active learning with applications to image retrieval
ACM Transactions on Information Systems (TOIS)
Learning about objects with human teachers
Proceedings of the 4th ACM/IEEE international conference on Human robot interaction
Active learning for object classification: from exploration to exploitation
Data Mining and Knowledge Discovery
Adapting svm for data sparseness and imbalance: A case study in information extraction
Natural Language Engineering
Data preparation for sample-based face detection
International Journal of Computer Applications in Technology
An empirical study on selective sampling in active learning for splog detection
Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web
Learning to segment from a few well-selected training images
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
An intrinsic stopping criterion for committee-based active learning
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Multi-criteria-based strategy to stop active learning for data annotation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
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
Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
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
Optimistic active learning using mutual information
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An optimization of ReliefF for classification in large datasets
Data & Knowledge Engineering
Active Learning of Instance-Level Constraints for Semi-supervised Document Clustering
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Unsupervised active learning based on hierarchical graph-theoretic clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Exploiting Properties of Legislative Texts to Improve Classification Accuracy
Proceedings of the 2009 conference on Legal Knowledge and Information Systems: JURIX 2009: The Twenty-Second Annual Conference
Mine the easy, classify the hard: a semi-supervised approach to automatic sentiment classification
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 Generation of Training Examples in Meta-Regression
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Improving Text Classification Performance with Incremental Background Knowledge
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Efficient Coverage of Case Space with Active Learning
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
A fast SVM training method for very large datasets
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An improved sample selection algorithm in fuzzy decision tree induction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Confidence-based stopping criteria for active learning for data annotation
ACM Transactions on Speech and Language Processing (TSLP)
A hybrid relevance-feedback approach to text retrieval
ECIR'03 Proceedings of the 25th European conference on IR research
Representative sampling for text classification using support vector machines
ECIR'03 Proceedings of the 25th 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
Estimation of class membership probabilities in the document classification
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Novel classification and segmentation techniques with application to remotely sensed images
Transactions on rough sets VII
Elements of a learning interface for genre qualified search
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
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
Laplacian regularized D-optimal design for active learning and its application to image retrieval
IEEE Transactions on Image Processing
A study of spam filtering using support vector machines
Artificial Intelligence Review
Using smaller constituents rather than sentences in active learning for Japanese dependency parsing
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Bucking the trend: large-scale cost-focused active learning for statistical machine translation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Using variance as a stopping criterion for active learning of frame assignment
ALNLP '10 Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural Language Processing
d-Confidence: an active learning strategy which efficiently identifies small classes
ALNLP '10 Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural Language Processing
RankSVR: can preference data help regression?
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Scalable personalized medicine with active learning: detecting seizures with minimum labeled data
Proceedings of the 1st ACM International Health Informatics Symposium
An online incremental learning support vector machine for large-scale data
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Complexity bounds for batch active learning in classification
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
A survey of paraphrasing and textual entailment methods
Journal of Artificial Intelligence Research
Active learning methods for electrocardiographic signal classification
IEEE Transactions on Information Technology in Biomedicine
Intrusion detection system based on support vector machine active learning and data fusion
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Selective sampling techniques for feedback-based data retrieval
Data Mining and Knowledge Discovery
Hessian optimal design for image retrieval
Pattern Recognition
Bootstrapping SVM active learning by incorporating unlabelled images for image retrieval
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Using the leader algorithm with support vector machines for large data sets
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
Fuzzy semi-supervised support vector machines
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Discriminative experimental design
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Purging false negatives in cancer diagnosis using incremental active learning
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Support vector machine classification based on fuzzy clustering for large data sets
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Autonomic Resource Management with Support Vector Machines
GRID '11 Proceedings of the 2011 IEEE/ACM 12th International Conference on Grid Computing
Adaptive active classification of cell assay images
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Efficient name disambiguation for large-scale databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Active learning with semi-automatic annotation for extractive speech summarization
ACM Transactions on Speech and Language Processing (TSLP)
A greek named-entity recognizer that uses support vector machines and active learning
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Detecting splogs using similarities of splog HTML structures
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Active learning of visual descriptors for grasping using non-parametric smoothed beta distributions
Robotics and Autonomous Systems
Fast training of SVM via morphological clustering for color image segmentation
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Remote sensing image segmentation by active queries
Pattern Recognition
Hard margin SVM for biomedical image segmentation
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Combining Uncertainty Sampling methods for supporting the generation of meta-examples
Information Sciences: an International Journal
A fast SVM training algorithm based on a decision tree data filter
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Inconsistency-based active learning for support vector machines
Pattern Recognition
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Batch mode active sampling based on marginal probability distribution matching
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Generating balanced classifier-independent training samples from unlabeled data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Query strategies for evading convex-inducing classifiers
The Journal of Machine Learning Research
Activized learning: transforming passive to active with improved label complexity
The Journal of Machine Learning Research
Cast shadow detection based on semi-supervised learning
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Training pool selection for semi-supervised learning
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Baselines and bigrams: simple, good sentiment and topic classification
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Active learning of inverse models with intrinsically motivated goal exploration in robots
Robotics and Autonomous Systems
New algorithms for budgeted learning
Machine Learning
Support vector machines training data selection using a genetic algorithm
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Proceedings of the 16th International Conference on Extending Database Technology
Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A new probabilistic active sample selection algorithm for class imbalance problem
International Journal of Knowledge Engineering and Soft Data Paradigms
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Autonomously learning to visually detect where manipulation will succeed
Autonomous Robots
Fast classification for large data sets via random selection clustering and Support Vector Machines
Intelligent Data Analysis
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