The automatic indexing system AIR/PHYS - from research to applications
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Models for retrieval with probabilistic indexing
Information Processing and Management: an International Journal - Modeling data, information and knowledge
Improved training via incremental learning
Proceedings of the sixth international workshop on Machine learning
Poor estimates of context are worse than none
HLT '90 Proceedings of the workshop on Speech and Natural Language
Combining model-oriented and description-oriented approaches for probabilistic indexing
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
Some inconsistencies and misnomers in probabilistic information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Intelligent high-volume text processing using shallow, domain-specific techniques
Text-based intelligent systems
An evaluation of phrasal and clustered representations on a text categorization task
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic retrieval based on staged logistic regression
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Improving Generalization with Active Learning
Machine Learning - Special issue on structured connectionist systems
Automatic Indexing: An Experimental Inquiry
Journal of the ACM (JACM)
Information Retrieval
Machine Learning
Machine Learning
Information, Prediction, and Query by Committee
Advances in Neural Information Processing Systems 5, [NIPS Conference]
Automated authoring of hypermedia documents of video programs
Proceedings of the third ACM international conference on Multimedia
Evaluating and optimizing autonomous text classification systems
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
The World-Wide Web: quagmire or gold mine?
Communications of the ACM
Incremental relevance feedback for information filtering
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Training algorithms for linear text classifiers
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Context-sensitive learning methods for text categorization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Learning routing queries in a query zone
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Boosting and Rocchio applied to text filtering
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A personal news agent that talks, learns and explains
Proceedings of the third annual conference on Autonomous Agents
Context-sensitive learning methods for text categorization
ACM Transactions on Information Systems (TOIS)
Learning Information Extraction Rules for Semi-Structured and Free Text
Machine Learning - Special issue on natural language learning
Hybrid neural plausibility networks for news agents
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
Adaptive information filtering: detecting changes in text streams
Proceedings of the eighth international conference on Information and knowledge management
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
Incremental clustering for profile maintenance in information gathering web agents
Proceedings of the fifth international conference on Autonomous agents
Text categorization for multi-page documents: a hybrid naive Bayes HMM approach
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Automatic categorization of case law
Proceedings of the 8th international conference on Artificial intelligence and law
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)
Improving realism of topic tracking evaluation
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic combination of text classifiers using reliability indicators: models and results
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
Data Mining and Knowledge Discovery
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Text Categorization Based on Regularized Linear Classification Methods
Information Retrieval
ACM Transactions on Asian Language Information Processing (TALIP)
Exploring Versus Exploiting when Learning User Models for Text Recommendation
User Modeling and User-Adapted Interaction
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
Hidden Markov Models for Text Categorization in Multi-Page Documents
Journal of Intelligent Information Systems
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Type Classification of Semi-Structured Documents
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Adaptive Lightweight Text Filtering
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Constructing Web User Profiles: A non-invasive Learning Approach
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
A personalized information dissemination system based on How-Net
Journal of Computer Science and Technology
A refinement approach to handling model misfit in text categorization
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
An Optimized Interaction Strategy for Bayesian Relevance Feedback
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Using asymmetric distributions to improve text classifier probability estimates
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Support vector machine active learning with applications to text classification
The Journal of Machine Learning Research
Building Text Classifiers Using Positive and Unlabeled Examples
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Eliminating noisy information in Web pages for data mining
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Active Sampling for Class Probability Estimation and Ranking
Machine Learning
Selective sampling for example-based word sense disambiguation
Computational Linguistics
A bootstrapping approach to annotating large image collection
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Vector-based natural language call routing
Computational Linguistics
Natural Language Engineering
Minimizing manual annotation cost in supervised training from corpora
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Extreme re-balancing for SVMs: a case study
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Filtering for personal web information agents
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Active learning of label ranking functions
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Probabilistic score estimation with piecewise logistic regression
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Active learning using pre-clustering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
QueryTracker: An Agent for Tracking Persistent Information Needs
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Autonomous visual model building based on image crawling through internet search engines
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
A clickstream-based collaborative filtering personalization model: towards a better performance
Proceedings of the 6th annual ACM international workshop on Web information and data management
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
A selective sampling approach to active feature selection
Artificial Intelligence
Incremental personalized web page mining utilizing self-organizing HCMAC neural network
Web Intelligence and Agent Systems
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
Uncertainty reduction in collaborative bootstrapping: measure and algorithm
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Rule writing or annotation: cost-efficient resource usage for base noun phrase chunking
ACL '00 Proceedings of the 38th 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
Deriving marketing intelligence from online discussion
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Cost-Constrained Data Acquisition for Intelligent Data Preparation
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
Q2C@UST: our winning solution to query classification in KDDCUP 2005
ACM SIGKDD Explorations Newsletter
Coaxing confidences from an old friend: probabilistic classifications from transformation rule lists
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Sample selection for statistical grammar induction
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
On minimizing training corpus for parser acquisition
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Active learning for HPSG parse selection
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Virtual examples for text classification with Support Vector Machines
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Minimal Structure of Self-Organizing HCMAC Neural Network Classifier
Neural Processing Letters
Large-scale text categorization by batch mode active learning
Proceedings of the 15th international conference on World Wide Web
Enhancing relevance feedback in image retrieval using unlabeled data
ACM Transactions on Information Systems (TOIS)
Putting context into schema matching
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Query enrichment for web-query classification
ACM Transactions on Information Systems (TOIS)
NEWPAR: an automatic feature selection and weighting schema for category ranking
Proceedings of the 2006 ACM symposium on Document engineering
Performance thresholding in practical text classification
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Computational Intelligence: Concepts to Implementations
Computational Intelligence: Concepts to Implementations
Active EM to reduce noise in activity recognition
Proceedings of the 12th international conference on Intelligent user interfaces
Learning Greek verb complements: addressing the class imbalance
COLING '04 Proceedings of the 20th international conference on 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
Efficient sampling of training set in large and noisy multimedia data
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Adequate and Precise Evaluation of Quality Models in Software Engineering Studies
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
Improving active learning recall via disjunctive boolean constraints
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Practical learning from one-sided feedback
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
Proceedings of the ninth international conference on Electronic commerce
Evaluation of active learning strategies for video indexing
Image Communication
Active learning for logistic regression: an evaluation
Machine Learning
Reducing the number of sub-classifiers for pairwise multi-category support vector machines
Pattern Recognition Letters
Feature selection and classification model construction on type 2 diabetic patients' data
Artificial Intelligence in Medicine
Computers in Biology and Medicine
Using active learning to annotate microscope images of parasite eggs
Artificial Intelligence Review
Software defect prediction using artificial immune recognition system
SE'07 Proceedings of the 25th conference on IASTED International Multi-Conference: Software Engineering
Learning verb complements for modern greek: Balancing the noisy dataset
Natural Language Engineering
Mining categories for emails via clustering and pattern discovery
Journal of Intelligent Information Systems
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
Informative sampling for large unbalanced data sets
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Selective generation of training examples in active meta-learning
International Journal of Hybrid Intelligent Systems - HIS 2007
Data Mining and Knowledge Discovery
SVM based adaptive learning method for text classification from positive and unlabeled documents
Knowledge and Information Systems
Techniques for evaluating fault prediction models
Empirical Software Engineering
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
Probabilistic Methods for Structured Document Classification at INEX'07
Focused Access to XML Documents
A Scalable Algorithm for Graph-Based Active Learning
FAW '08 Proceedings of the 2nd annual international workshop on Frontiers in Algorithmics
Actively Transfer Domain Knowledge
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Toward Unsupervised Classification of Calcified Arterial Lesions
MICCAI '08 Proceedings of the 11th international conference on Medical Image Computing and Computer-Assisted Intervention - Part I
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
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
Graph-Based Active Learning Based on Label Propagation
MDAI '08 Sabadell Proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence
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
Knowledge Supervised Text Classification with No Labeled Documents
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
The effect of borderline examples on language learning
Journal of Experimental & Theoretical Artificial Intelligence
Semi-supervised co-training and active learning based approach for multi-view intrusion detection
Proceedings of the 2009 ACM symposium on Applied Computing
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
A Density-Based Re-ranking Technique for Active Learning for Data Annotations
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
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
Efficiently learning the accuracy of labeling sources for selective sampling
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Effective multi-label active learning for text classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with confidence
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Bayesian network models for hierarchical text classification from a thesaurus
International Journal of Approximate Reasoning
Malicious Code Detection Using Active Learning
Privacy, Security, and Trust in KDD
On proper unit selection in active learning: co-selection effects for named entity recognition
HLT '09 Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing
A web survey on the use of active learning to support annotation of text data
HLT '09 Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing
Off-topic detection in conversational telephone speech
ACTS '09 Proceedings of the HLT-NAACL 2006 Workshop on Analyzing Conversations in Text and Speech
Journal of Data and Information Quality (JDIQ)
An intrinsic stopping criterion for committee-based active learning
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
Text classification by labeling words
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Reducing class imbalance during active learning for named entity annotation
Proceedings of the fifth international conference on Knowledge capture
A comparison of text-classification techniques applied to Arabic text
Journal of the American Society for Information Science and Technology
Stopping criteria for active learning of named entity recognition
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - 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
Active learning for the identification of nonliteral language
FigLanguages '07 Proceedings of the Workshop on Computational Approaches to Figurative Language
A machine learning approach to sentiment analysis in multilingual Web texts
Information Retrieval
Word sense disambiguation using OntoNotes: an empirical study
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
MMR-based active machine learning for bio named entity recognition
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Unsupervised activity recognition using automatically mined common sense
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
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
Journal of Artificial Intelligence Research
Optimistic active learning using mutual information
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Learning to identify unexpected instances in the test set
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 with strong and weak views: a case study on wrapper induction
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
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
Reflect and correct: A misclassification prediction approach to active inference
ACM Transactions on Knowledge Discovery from Data (TKDD)
Active learning for class probability estimation and ranking
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A two-stage method for active learning of statistical grammars
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Prediction of orthologous relationship by functionally important sites
Computer Methods and Programs in Biomedicine
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
Unsupervised active learning based on hierarchical graph-theoretic clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Intelligent acquisition and learning of fluorescence microscope data models
IEEE Transactions on Image Processing
Efficient Coverage of Case Space with Active Learning
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
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
Active learning by labeling features
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
A rough set-based case-based reasoner for text categorization
International Journal of Approximate Reasoning
Active BSVM learning for relevance feedback in content-based sketch retrieval
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
An improved sample selection algorithm in fuzzy decision tree induction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Relevance filtering meets active learning: improving web-based concept detectors
Proceedings of the international conference on Multimedia information retrieval
Confidence-based stopping criteria for active learning for data annotation
ACM Transactions on Speech and Language Processing (TSLP)
Learning with unlabeled data and its application to image retrieval
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Using XCS to describe continuous-valued problem spaces
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Active learning with history-based query selection for text categorisation
ECIR'07 Proceedings of the 29th European conference on IR research
Collaborative filtering with the simple Bayesian classifier
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
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 reranking for web image search
IEEE Transactions on Image Processing
Privacy wizards for social networking sites
Proceedings of the 19th international conference on World wide web
Active learning for online spam filtering
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Selective sampling for classification
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Video corpus annotation using active learning
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Conversation detection in email systems
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Multiple-view multiple-learner active learning
Pattern Recognition
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
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Patent classification system using a new hybrid genetic algorithm support vector machine
Applied Soft Computing
A decision making system to automatic recognize of traffic accidents on the basis of a GIS platform
Expert Systems with Applications: An International Journal
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
Active learning with sampling by uncertainty and density for data annotations
IEEE Transactions on Audio, Speech, and Language Processing
A privacy recommendation wizard for users of social networking sites
Proceedings of the 17th ACM conference on Computer and communications security
Active learning with committees for text categorization
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Active learning with extremely sparse labeled examples
Neurocomputing
Hybrid active learning for cross-domain video concept detection
Proceedings of the international conference on Multimedia
Sleep spindles recognition system based on time and frequency domain features
Expert Systems with Applications: An International Journal
Combining committee-based semi-supervised learning and active learning
Journal of Computer Science and Technology
Semi-automatic flickr group suggestion
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Active learning with the furthest nearest neighbor criterion for facial age estimation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Active learning and subspace clustering for anomaly detection
Intelligent Data Analysis
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
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
Reducing the need for double annotation
LAW V '11 Proceedings of the 5th Linguistic Annotation Workshop
Unbiased online active learning in data streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning using on-line algorithms
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
Using decision-theoretic experience sampling to build personalized mobile phone interruption models
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
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
Active learning with evolving streaming data
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Active learning for sparse least squares support vector machines
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Active Machine Learning for Consideration Heuristics
Marketing Science
An active learning scenario for interactive machine translation
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Coached active learning for interactive video search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Semantically enhanced Information Retrieval: An ontology-based approach
Web Semantics: Science, Services and Agents on the World Wide Web
Multi-class ensemble-based active learning
ECML'06 Proceedings of the 17th European conference on Machine Learning
A novel algorithm for text categorization using improved back-propagation neural network
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Uncertainty-based active learning with instability estimation for text classification
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
Efficient algorithms for general active learning
COLT'06 Proceedings of the 19th annual conference on Learning Theory
A rule filtering component based on recommendation agent system for classifying email document
PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies
Detecting splogs using similarities of splog HTML structures
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
The class imbalance problem in TLC image classification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Improving kNN text categorization by removing outliers from training set
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
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
Sample-based software defect prediction with active and semi-supervised learning
Automated Software Engineering
Learning from positive and unlabeled examples with different data distributions
ECML'05 Proceedings of the 16th European conference on Machine Learning
Analysis of perceptron-based active learning
COLT'05 Proceedings of the 18th annual conference on Learning Theory
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
Active learning with Amazon Mechanical Turk
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Enhanced centroid-based classification technique by filtering outliers
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Representative term based feature selection method for SVM based document classification
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
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
Quality measures and semi-automatic mining of diagnostic rule bases
INAP'04/WLP'04 Proceedings of the 15th international conference on Applications of Declarative Programming and Knowledge Management, and 18th international conference on Workshop on Logic Programming
Applying active learning to assertion classification of concepts in clinical text
Journal of Biomedical Informatics
Evaluation methods and strategies for the interactive use of classifiers
International Journal of Human-Computer Studies
Combining Uncertainty Sampling methods for supporting the generation of meta-examples
Information Sciences: an International Journal
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
EGAL: exploration guided active learning for TCBR
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
Active learning for dependency parsing using partially annotated sentences
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
ACM Transactions on Interactive Intelligent Systems (TiiS)
Evaluating prediction systems in software project estimation
Information and Software Technology
Active surveying: a probabilistic approach for identifying key opinion leaders
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Active online classification via information maximization
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Cross-domain video concept detection: A joint discriminative and generative active learning approach
Expert Systems with Applications: An International Journal
Active learning with multiple classifiers for multimedia indexing
Multimedia Tools and Applications
Multi-domain active learning for text classification
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with c-certainty
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
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
Towards alias detection without string similarity: an active learning based approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Training pool selection for semi-supervised learning
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I
Active learning for coreference resolution
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
A random forest system combination approach for error detection in digital dictionaries
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Active learning for imbalanced sentiment classification
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Active learning for coreference resolution
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
A human vs. machine challenge in fashion color classification
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Contextual and active learning-based affect-sensing from virtual drama improvisation
ACM Transactions on Speech and Language Processing (TSLP)
New algorithms for budgeted learning
Machine Learning
Efficiently learning the preferences of people
Machine Learning
Sampling attack against active learning in adversarial environment
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
Permission-based abnormal application detection for android
ICICS'12 Proceedings of the 14th international conference on Information and Communications Security
Active hashing and its application to image and text retrieval
Data Mining and Knowledge Discovery
Active learning on sentiment classification by selecting both words and documents
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Towards minimizing the annotation cost of certified text classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Active AODE learning based on a novel sampling strategy and its application
International Journal of Computer Applications in Technology
Active learning with multi-label SVM classification
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Active learning from relative queries
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Cost-sensitive active learning for computer-assisted translation
Pattern Recognition Letters
Toward detection of aliases without string similarity
Information Sciences: an International Journal
An ensemble-clustering-based distance metric and its applications
International Journal of Business Intelligence and Data Mining
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
Parallel Training of An Improved Neural Network for Text Categorization
International Journal of Parallel Programming
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