Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Support vector machine pairwise classifiers with error reduction for image classification
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
I-Gaia: an information processing layer for the DIET platform
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
Support vector machines: relevance feedback and information retrieval
Information Processing and Management: an International Journal
Agent teaching agent framework
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Active Sampling for Feature Selection
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Classifying large data sets using SVMs with hierarchical clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Incorporating prior knowledge with weighted margin support vector machines
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning of label ranking functions
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Convergence and Application of Online Active Sampling Using Orthogonal Pillar Vectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Retrieval of difficult image classes using svd-based relevance feedback
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Active preference learning for personalized calendar scheduling assistance
Proceedings of the 10th international conference on Intelligent user interfaces
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
Investigation into Biomedical Literature Classification Using Support Vector Machines
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
ICML '05 Proceedings of the 22nd international conference on Machine learning
Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing
Data Mining and Knowledge Discovery
Single-Class Classification with Mapping Convergence
Machine Learning
KDX: An Indexer for Support Vector Machines
IEEE Transactions on Knowledge and Data Engineering
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
Active sampling for detecting irrelevant features
ICML '06 Proceedings of the 23rd international conference on Machine learning
Learning the unified kernel machines for classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient top-k hyperplane query processing for multimedia information retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Fast Kernel Classifiers with Online and Active Learning
The Journal of Machine Learning Research
Active EM to reduce noise in activity recognition
Proceedings of the 12th international conference on Intelligent user interfaces
Enabling soft queries for data retrieval
Information Systems
Efficient sampling of training set in large and noisy multimedia data
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Generalized Robust Conjoint Estimation
Marketing Science
Worst-Case Analysis of Selective Sampling for Linear Classification
The Journal of Machine Learning Research
HOTOS'05 Proceedings of the 10th conference on Hot Topics in Operating Systems - Volume 10
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
Proceedings of the ninth international conference on Electronic commerce
Active learning for microarray data
International Journal of Approximate Reasoning
Sensitive webpage classification for content advertising
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
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
An active learning system for mining time-changing data streams
Intelligent Data Analysis
Optimizing estimated loss reduction for active sampling in rank learning
Proceedings of the 25th international conference on Machine learning
Proceedings of the 25th international conference on Machine learning
A bayesian logistic regression model for active relevance feedback
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Principles of Lifelong Learning for Predictive User Modeling
UM '07 Proceedings of the 11th international conference on User Modeling
Dynamic Distance-Based Active Learning with SVM
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
ECML '07 Proceedings of the 18th European conference on Machine Learning
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
Speed Up SVM Algorithm for Massive Classification Tasks
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Nonlinear clustering-based support vector machine for large data sets
Optimization Methods & Software - Mathematical programming in data mining and machine learning
An exploration of diversified user strategies for image retrieval with relevance feedback
Journal of Visual Languages and Computing
Active relevance feedback for difficult queries
Proceedings of the 17th ACM conference on Information and knowledge management
Proactive learning: cost-sensitive active learning with multiple imperfect oracles
Proceedings of the 17th ACM conference on Information and knowledge management
Category Classification and Topic Discovery of Japanese and English News Articles
Electronic Notes in Theoretical Computer Science (ENTCS)
Interactive Spam Filtering with Active Learning and Feature Selection
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Semisupervised SVM batch mode active learning with applications to image retrieval
ACM Transactions on Information Systems (TOIS)
Discovering users' specific geo intention in web search
Proceedings of the 18th international conference on World wide web
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
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
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Active dual supervision: reducing the cost of annotating examples and features
HLT '09 Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing
Journal of Data and Information Quality (JDIQ)
A weakly supervised learning approach for spoken language understanding
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
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
Generative prior knowledge for discriminative classification
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
SVMC: single-class classification with support vector machines
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Generating an entailment corpus from news headlines
EMSEE '05 Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment
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
Active Learning Image Spam Hunter
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
GNG-SVM framework: classifying large datasets with support vector machines using growing neural gas
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Gaussian Processes for Object Categorization
International Journal of Computer Vision
Incorporating diversity and density in active learning for relevance feedback
ECIR'07 Proceedings of the 29th European conference on IR research
OntoGen: semi-automatic ontology editor
Proceedings of the 2007 conference on Human interface: Part II
Active learning strategies: a case study for detection of emotions in speech
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Active learning for online spam filtering
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
A bag of notes approach to writer identification in old handwritten musical scores
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Active learning for biomedical citation screening
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Confidence in structured-prediction using confidence-weighted models
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
RankSVR: can preference data help regression?
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Improving co-training with agreement-based sampling
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Modeling annotation time to reduce workload in comparative effectiveness reviews
Proceedings of the 1st ACM International Health Informatics Symposium
Text disambiguation using support vector machine: an initial study
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Active learning in multimedia annotation and retrieval: A survey
ACM Transactions on Intelligent Systems and Technology (TIST)
A comprehensive approach to image spam detection: from server to client solution
IEEE Transactions on Information Forensics and Security
Selective sampling techniques for feedback-based data retrieval
Data Mining and Knowledge Discovery
High dimensional image categorization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Evaluating the impact of coder errors on active learning
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Assessing benefit from feature feedback in active learning for text classification
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Dual active feature and sample selection for graph classification
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Finding rare classes: adapting generative and discriminative models in active learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Discriminative experimental design
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Coached active learning for interactive video search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Support vector machine classification based on fuzzy clustering for large data sets
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Semi-supervised classification with active query selection
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Evaluating semantic evaluations: how RTE measures up
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Active sampling for knowledge discovery from biomedical data
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Detecting splogs using similarities of splog HTML structures
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Deploying an interactive machine learning system in an evidence-based practice center: abstrackr
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Sample-based software defect prediction with active and semi-supervised learning
Automated Software Engineering
Sample selection strategies for relevance feedback in region-based image retrieval
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
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
Active learning with wavelets for microarray data
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
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
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Training dependency parser using light feedback
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
GA based optimal keyword extraction in an automatic chinese web document classification system
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
Using program synthesis for social recommendations
Proceedings of the 21st ACM international conference on Information and knowledge management
Accelerated large scale optimization by concomitant hashing
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Image and Vision Computing
Proceedings of the 16th International Conference on Extending Database Technology
Combining active learning and semi-supervised learning to construct SVM classifier
Knowledge-Based Systems
Selective sampling on graphs for classification
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Toward supervised anomaly detection
Journal of Artificial Intelligence Research
Autonomously learning to visually detect where manipulation will succeed
Autonomous Robots
Improving multi-view semi-supervised learning with agreement-based sampling
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
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