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
Representation and learning in information retrieval
Representation and learning in information retrieval
ACM Transactions on Information Systems (TOIS)
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Towards language independent automated learning of text categorization models
SIGIR '94 Proceedings of the 17th 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
Feature selection, perceptron learning, and a usability case study for text categorization
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Using and combining predictors that specialize
STOC '97 Proceedings of the twenty-ninth annual ACM symposium on Theory of computing
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Speech Communication - Special issue on interactive voice technology for telecommunication applications (IVITA '96)
Improved boosting algorithms using confidence-rated predictions
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Information Retrieval
Machine Learning
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Maximizing Text-Mining Performance
IEEE Intelligent Systems
Hierarchically Classifying Documents Using Very Few Words
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Using output codes to boost multiclass learning problems
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
A Spoken Language System for Automated Call Routing
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97)-Volume 2 - Volume 2
An empirical evaluation of bagging and boosting
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Improved Boosting Algorithms Using Confidence-rated Predictions
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Event tracking based on domain dependency
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
An improved boosting algorithm and its application to text categorization
Proceedings of the ninth international conference on Information and knowledge management
On feature distributional clustering for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
A meta-learning approach for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
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
Building thematic lexical resources by term categorization
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Boosting to correct inductive bias in text classification
Proceedings of the eleventh international conference on Information and knowledge management
Logistic Regression, AdaBoost and Bregman Distances
Machine Learning
Maximizing Text-Mining Performance
IEEE Intelligent Systems
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Boosting Applied toe Word Sense Disambiguation
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Text Categorization Using Transductive Boosting
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Improving Term Extraction by System Combination Using Boosting
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Learning Classification with Both Labeled and Unlabeled Data
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Knowledge Discovery in Multi-label Phenotype Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Ensembles of Learning Machines
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
A Method to Boost Naïve Bayesian Classifiers
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Text Categorization Using Adaptive Context Trees
CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
A Generalized Class of Boosting Algorithms Based on Recursive Decoding Models
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Boosting and Classification of Electronic Nose Data
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
ATTac-2001: A Learning, Autonomous Bidding Agent
AAMAS '02 Revised Papers from the Workshop on Agent Mediated Electronic Commerce on Agent-Mediated Electronic Commerce IV, Designing Mechanisms and Systems
A refinement approach to handling model misfit in text categorization
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient handling of high-dimensional feature spaces by randomized classifier ensembles
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic Textual Document Categorization Based on Generalized Instance Sets and a Metamodel
IEEE Transactions on Pattern Analysis and Machine Intelligence
Minimum majority classification and boosting
Eighteenth national conference on Artificial intelligence
A maximal figure-of-merit learning approach to text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Text categorization by boosting automatically extracted concepts
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
An introduction to boosting and leveraging
Advanced lectures on machine learning
Distributional word clusters vs. words for text categorization
The Journal of Machine Learning Research
Enhancing Techniques for Efficient Topic Hierarchy Integration
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Expanding domain-specific lexicons by term categorization
Proceedings of the 2003 ACM symposium on Applied computing
Learning cross-document structural relationships using boosting
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Efficient multi-way text categorization via generalized discriminant analysis
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Bagging and boosting a treebank parser
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
Text classification and named entities for new event detection
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Web taxonomy integration through co-bootstrapping
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A MFoM learning approach to robust multiclass multi-label text categorization
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Redundant feature elimination for multi-class problems
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Rational Kernels: Theory and Algorithms
The Journal of Machine Learning Research
Hierarchical document categorization with support vector machines
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Distributional term representations: an experimental comparison
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Automatic detection of poor speech recognition at the dialogue level
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
The Combination of Text Classifiers Using Reliability Indicators
Information Retrieval
An evaluation of statistical spam filtering techniques
ACM Transactions on Asian Language Information Processing (TALIP)
Effective utterance classification with unsupervised phonotactic models
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Active learning for classifying phone sequences from unsupervised phonotactic models
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Multi-labelled classification using maximum entropy method
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Moment Kernels for Regular Distributions
Machine Learning
Collective multi-label classification
Proceedings of the 14th ACM international conference on Information and knowledge management
A novel refinement approach for text categorization
Proceedings of the 14th ACM international conference on Information and knowledge management
A Learning Approach to Discovering Web Page Semantic Structures
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Variant transduction: a method for rapid development of interactive spoken interfaces
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
Boosting automatic lexical acquisition with morphological information
ULA '02 Proceedings of the ACL-02 workshop on Unsupervised lexical acquisition - Volume 9
Boosting for named entity recognition
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Poisson naive Bayes for text classification with feature weighting
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Training a naive bayes classifier via the EM algorithm with a class distribution constraint
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
A stacked, voted, stacked model for named entity recognition
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Discriminative Reranking for Natural Language Parsing
Computational Linguistics
Automatic expansion of domain-specific lexicons by term categorization
ACM Transactions on Speech and Language Processing (TSLP)
A new ant colony algorithm for multi-label classification with applications in bioinfomatics
Proceedings of the 8th annual conference on Genetic and evolutionary computation
ACM Transactions on Information Systems (TOIS)
Extracting key-substring-group features for text classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Broad coverage paragraph segmentation across languages and domains
ACM Transactions on Speech and Language Processing (TSLP)
Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization
IEEE Transactions on Knowledge and Data Engineering
Some Effective Techniques for Naive Bayes Text Classification
IEEE Transactions on Knowledge and Data Engineering
An active approach to spoken language processing
ACM Transactions on Speech and Language Processing (TSLP)
Unsupervised analysis of activity sequences using event-motifs
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Text classification improved through multigram models
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Journal of Biomedical Informatics - Special issue: Dialog systems for health communications
A machine learning approach to German pronoun resolution
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Word sense disambiguation vs. statistical machine translation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Why nitpicking works: evidence for Occam's Razor in error correctors
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Query translation by text categorization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Discourse chunking and its application to sentence compression
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Collective content selection for concept-to-text generation
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Recognizing contextual polarity in phrase-level sentiment analysis
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Paraphrasing for automatic evaluation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Using natural class hierarchies in multi-class visual classification
Pattern Recognition
Applying lazy learning algorithms to tackle concept drift in spam filtering
Expert Systems with Applications: An International Journal
Large margin DragPushing strategy for centroid text categorization
Expert Systems with Applications: An International Journal
OpinionFinder: a system for subjectivity analysis
HLT-Demo '05 Proceedings of HLT/EMNLP on Interactive Demonstrations
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Virtual relevant documents in text categorization with support vector machines
Information Processing and Management: an International Journal
ACM SIGKDD Explorations Newsletter
SpamHunting: An instance-based reasoning system for spam labelling and filtering
Decision Support Systems
ML-KNN: A lazy learning approach to multi-label learning
Pattern Recognition
Using hypothesis margin to boost centroid text classifier
Proceedings of the 2007 ACM symposium on Applied computing
Identifying and classifying subjective claims
dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains
Online Passive-Aggressive Algorithms
The Journal of Machine Learning Research
Nonlinear Boosting Projections for Ensemble Construction
The Journal of Machine Learning Research
Sharing Visual Features for Multiclass and Multiview Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical classification for automatic image annotation
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
New event detection based on indexing-tree and named entity
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Model-shared subspace boosting for multi-label classification
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Hierarchical document classification using automatically generated hierarchy
Journal of Intelligent Information Systems
An integrated system for building enterprise taxonomies
Information Retrieval
Boosting strategy for classification
Intelligent Data Analysis
A review of associative classification mining
The Knowledge Engineering Review
Extending boosting for large scale spoken language understanding
Machine Learning
Generic object recognition with regional statistical models and layer joint boosting
Pattern Recognition Letters
Information acquisition using multiple classifications
Proceedings of the 4th international conference on Knowledge capture
Combining Subclassifiers in Text Categorization: A DST-Based Solution and a Case Study
IEEE Transactions on Knowledge and Data Engineering
Finding and linking incidents in news
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Combining rough decisions for intelligent text mining using Dempster's rule
Artificial Intelligence Review
Improving multiclass pattern recognition with a co-evolutionary RBFNN
Pattern Recognition Letters
On applying linear discriminant analysis for multi-labeled problems
Pattern Recognition Letters
Text categorization: potential tool for managerial decision-making
AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications
Text-based decision making with artificial immune systems
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
New methods for text categorization
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Detecting spam email by radial basis function networks
International Journal of Knowledge-based and Intelligent Engineering Systems
Boosting multi-label hierarchical text categorization
Information Retrieval
MATH'07 Proceedings of the 12th WSEAS International Conference on Applied Mathematics
Extending boosting for large scale spoken language understanding
Machine Learning
The study of drug-reaction relationships using global optimization techniques
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Boosting: a classification method for remote sensing
International Journal of Remote Sensing
Text categorization via generalized discriminant analysis
Information Processing and Management: an International Journal
Bootstrapping spoken dialogue systems by exploiting reusable libraries
Natural Language Engineering
Using automatically labelled examples to classify rhetorical relations: An assessment
Natural Language Engineering
Collaborative spam filtering with heterogeneous agents
Expert Systems with Applications: An International Journal
Web taxonomy integration with hierarchical shrinkage algorithm and fine-grained relations
Expert Systems with Applications: An International Journal
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Adaptive strategies for predicting bidding prices in supply chain management
Proceedings of the 10th international conference on Electronic commerce
Boosted Bayesian network classifiers
Machine Learning
Multilabel classification via calibrated label ranking
Machine Learning
Boosting RVM Classifiers for Large Data Sets
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
On Applying Dimension Reduction for Multi-labeled Problems
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Random k-Labelsets: An Ensemble Method for Multilabel Classification
ECML '07 Proceedings of the 18th European conference on Machine Learning
Multi-label Lazy Associative Classification
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Improved Multilabel Classification with Neural Networks
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Automatic Recognition of Spontaneous Emotions in Speech Using Acoustic and Lexical Features
MLMI '08 Proceedings of the 5th international workshop on Machine Learning for Multimodal Interaction
A Comparison of Language Models for Dialog Act Segmentation of Meeting Transcripts
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Online Learning of Complex Prediction Problems Using Simultaneous Projections
The Journal of Machine Learning Research
INDUCTION FROM MULTI-LABEL EXAMPLES IN INFORMATION RETRIEVAL SYSTEMS: A CASE STUDY
Applied Artificial Intelligence
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A Misclassification Reduction Approach for Automatic Call Routing
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Assistant Interface for Finding Query-Related Proper Nouns
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Category Classification and Topic Discovery of Japanese and English News Articles
Electronic Notes in Theoretical Computer Science (ENTCS)
A hidden Markov model-based text classification of medical documents
Journal of Information Science
Behavior-based spam detection using a hybrid method of rule-based techniques and neural networks
Expert Systems with Applications: An International Journal
Ml-rbf: RBF Neural Networks for Multi-Label Learning
Neural Processing Letters
AutoPCS: A Phrase-Based Text Categorization System for Similar Texts
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Active Learning Strategies for Multi-Label Text Classification
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Encoding Ordinal Features into Binary Features for Text Classification
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A statistical approach to crosslingual natural language tasks
Journal of Algorithms
IXIR: A statistical information distillation system
Computer Speech and Language
Automatic detection of learning styles for an e-learning system
Computers & Education
ABC-boost: adaptive base class boost for multi-class classification
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Clinical text classification under the Open and Closed Topic Assumptions
International Journal of Data Mining and Bioinformatics
Blog categorization exploiting domain dictionary and dynamically estimated domains of unknown words
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
A Unified Model for Multilabel Classification and Ranking
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Annotation of URLs: more than the sum of parts
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Multi-label Classification with Gene Expression Programming
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Feature selection for multi-label naive Bayes classification
Information Sciences: an International Journal
A fast boosting-based learner for feature-rich tagging and chunking
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
Just how mad are you? finding strong and weak opinion clauses
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Semi-supervised multi-label learning by constrained non-negative matrix factorization
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Using linguistically motivated features for paragraph boundary identification
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Investigating content selection for language generation using machine learning
ENLG '09 Proceedings of the 12th European Workshop on Natural Language Generation
Using semantic and syntactic graphs for call classification
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Training Data Cleaning for Text Classification
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Multimodal subjectivity analysis of multiparty conversation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
iROVER: improving system combination with classification
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
ART-Based Neural Networks for Multi-label Classification
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Classifier Chains for Multi-label Classification
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification
SUM '09 Proceedings of the 3rd International Conference on Scalable Uncertainty Management
Recognizing contextual polarity: An exploration of features for phrase-level sentiment analysis
Computational Linguistics
Multi-label learning by instance differentiation
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Cascaded model adaptation for dialog act segmentation and tagging
Computer Speech and Language
Semi-automatic dynamic auxiliary-tag-aided image annotation
Pattern Recognition
Decision-theoretic bidding based on learned density models in simultaneous, interacting auctions
Journal of Artificial Intelligence Research
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Exploiting known taxonomies in learning overlapping concepts
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Specializing for predicting obesity and its co-morbidities
Journal of Biomedical Informatics
A data driven approach to relevancy recognition for contextual question answering
IQA '06 Proceedings of the Interactive Question Answering Workshop at HLT-NAACL 2006
Incident threading for news passages
Proceedings of the 18th ACM conference on Information and knowledge management
Boosting KNN text classification accuracy by using supervised term weighting schemes
Proceedings of the 18th ACM conference on Information and knowledge management
Drosophila gene expression pattern annotation through multi-instance multi-label learning
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Generation of Specifications Forms through Statistical Learning for a Universal Services Marketplace
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
An Enhanced Probabilistic Neural Network Approach Applied to Text Classification
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Subjectivity word sense disambiguation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Improving ad relevance in sponsored search
Proceedings of the third ACM international conference on Web search and data mining
Multi-view semi-supervised learning for dialog act segmentation of speech
IEEE Transactions on Audio, Speech, and Language Processing
Detection and interpretation of opinion expressions in spoken surveys
IEEE Transactions on Audio, Speech, and Language Processing
Boosting with pairwise constraints
Neurocomputing
Learning to integrate web taxonomies
Web Semantics: Science, Services and Agents on the World Wide Web
Discretizing continuous attributes in AdaBoost for text categorization
ECIR'03 Proceedings of the 25th European conference on IR research
Chinese text categorization based on the binary weighting model with non-binary smoothing
ECIR'03 Proceedings of the 25th European conference on IR research
Collaborative junk e-mail filtering based on multi-agent systems
HSI'03 Proceedings of the 2nd international conference on Human.society@internet
Learning multi-label alternating decision trees from texts and data
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Resampling for face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
An assistant tool for concealing personal information in text
Proceedings of the 2007 conference on Human interface: Part II
Chinese weblog pages classification based on folksonomy and support vector machines
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Multi-modal multi-label semantic indexing of images based on hybrid ensemble learning
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Integrating background knowledge into RBF networks for text classification
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
A niching algorithm to learn discriminant functions with multi-label patterns
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A study on feature weighting in Chinese text categorization
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Text and hypertext categorization
Artificial intelligence
An improved Adaboost.R algorithm and its application in mining safety monitoring
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Multi-labeled Chinese text categorization based on the boosting algorithms
ICNC'09 Proceedings of the 5th international conference on Natural computation
An improved AdaBoost algorithm for unbalanced classification data
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Mining multi-label concept-drifting data streams using ensemble classifiers
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Multi-label learning by Image-to-Class distance for scene classification and image annotation
Proceedings of the ACM International Conference on Image and Video Retrieval
Multilabel classification with meta-level features
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Medical coding classification by leveraging inter-code relationships
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-label learning by exploiting label dependency
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
A semi-dependent decomposition approach to learn hierarchical classifiers
Pattern Recognition
Multilabel dimensionality reduction via dependence maximization
ACM Transactions on Knowledge Discovery from Data (TKDD)
A novel learning approach to multiple tasks based on boosting methodology
Pattern Recognition Letters
Combine multi-valued attribute decomposition with multi-label learning
Expert Systems with Applications: An International Journal
The Knowledge Engineering Review
Boosting-based system combination for machine translation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
NeSp-NLP '10 Proceedings of the Workshop on Negation and Speculation in Natural Language Processing
ISTI@SemEval-2 task #8: Boosting-based multiway relation classification
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Cross-Domain Contextualization of Sentiment Lexicons
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Cancer stage prediction based on patient online discourse
BioNLP '10 Proceedings of the 2010 Workshop on Biomedical Natural Language Processing
Mr.KNN: soft relevance for multi-label classification
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Automatic indexing of speech segments with spontaneity levels on large audio database
Proceedings of the 2010 international workshop on Searching spontaneous conversational speech
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
Exploiting word cluster information for unsupervised feature selection
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Sparse representation: extract adaptive neighborhood for multilabel classification
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Multi-label classification and extracting predicted class hierarchies
Pattern Recognition
Supporting Collaborative Learning and E-Discussions Using Artificial Intelligence Techniques
International Journal of Artificial Intelligence in Education
Aspect-based sentiment analysis of movie reviews on discussion boards
Journal of Information Science
Proceedings of the 6th International COnference
Gait-based human age estimation
IEEE Transactions on Information Forensics and Security
Multilabel classification using error correction codes
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Sparse substring pattern set discovery using linear programming boosting
DS'10 Proceedings of the 13th international conference on Discovery science
Three new feature weighting methods for text categorization
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Designing a multi-label kernel machine with two-objective optimization
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Discovering missing values in semi-structured databases
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Using linguistic and vocal expressiveness in social role recognition
Proceedings of the 16th international conference on Intelligent user interfaces
Tree topological features for unlexicalized parsing
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Exploiting concept clumping for efficient incremental e-mail categorization
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Tree Decomposition for Large-Scale SVM Problems
The Journal of Machine Learning Research
A new feature selection method based on support vector machines for text categorisation
International Journal of Data Analysis Techniques and Strategies
Adaptable term weighting framework for text classification
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
An analysis of tree topological features in classifier-based unlexicalized parsing
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Multi-dimensional classification with Bayesian networks
International Journal of Approximate Reasoning
Coordinate model for text categorization
Transactions on edutainment V
Text representation in multi-label classification: two new input representations
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Multiple classifier method for structured output prediction based on error correcting output codes
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
FootbOWL: using a generic ontology of football competition for planning match summaries
ESWC'11 Proceedings of the 8th extended semantic web conference on The semantic web: research and applications - Volume Part I
A multilabel text classification algorithm for labeling risk factors in SEC form 10-K
ACM Transactions on Management Information Systems (TMIS)
On the semantic annotation of places in location-based social networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Dual layer voting method for efficient multi-label classification
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Structured output element ordering in boosting-based classification
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Feature selection for multi-label classification problems
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
Aggregating independent and dependent models to learn multi-label classifiers
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Classifier selection approaches for multi-label problems
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Predicting handoffs in 3G networks
MobiHeld '11 Proceedings of the 3rd ACM SOSP Workshop on Networking, Systems, and Applications on Mobile Handhelds
Two stage architecture for multi-label learning
Pattern Recognition
Using games with a purpose and bootstrapping to create domain-specific sentiment lexicons
Proceedings of the 20th ACM international conference on Information and knowledge management
A text-based decision support system for financial sequence prediction
Decision Support Systems
FSKNN: Multi-label text categorization based on fuzzy similarity and k nearest neighbors
Expert Systems with Applications: An International Journal
RW.KNN: a proposed random walk KNN algorithm for multi-label classification
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
Multi-instance multi-label learning
Artificial Intelligence
Learning frame relevance for video classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Ensemble approach based on conditional random field for multi-label image and video annotation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Age estimation using multi-label learning
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Multi-task drug bioactivity classification with graph labeling ensembles
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
An experimental study of boosting model classifiers for chinese text categorization
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
New feature selection and weighting methods based on category information
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Tokenising, stemming and stopword removal on anti-spam filtering domain
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
Oscillating feature subset search algorithm for text categorization
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Selection strategies for multi-label text categorization
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
Distributional features for text categorization
ECML'06 Proceedings of the 17th European conference on Machine Learning
Predicting handoffs in 3G networks
ACM SIGOPS Operating Systems Review
Frequent subsequence-based protein localization
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Boosting for text classification with semantic features
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Combining labeled and unlabeled data for learning cross-document structural relationships
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
NTPC: N-fold templated piped correction
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Systematic construction of hierarchical classifier in SVM-Based text categorization
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Facial expression recognition based on boostingtree
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Gender classification based on boosting local binary pattern
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
An efficient multi-label support vector machine with a zero label
Expert Systems with Applications: An International Journal
Shallow parsing based on comma values
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
MP-Boost: a multiple-pivot boosting algorithm and its application to text categorization
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
TreeBoost.MH: a boosting algorithm for multi-label hierarchical text categorization
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
Information assistant: an initiative topic search engine
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Text categorization based on subtopic clusters
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Some issues on detecting emotions in music
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Multilabel classification using heterogeneous ensemble of multi-label classifiers
Pattern Recognition Letters
Boosting for transfer learning from multiple data sources
Pattern Recognition Letters
Improving customer experience via text mining
DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
ExpertiseNet: relational and evolutionary expert modeling
UM'05 Proceedings of the 10th international conference on User Modeling
An efficient text categorization algorithm based on category memberships
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A three-way decision approach to email spam filtering
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Topic tracking based on linguistic features
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Using prosody for automatic sentence segmentation of multi-party meetings
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
A Bayesian integration model for improved gene functional inference from heterogeneous data sources
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Multi-label classification models for sustainable flood retention basins
Environmental Modelling & Software
Grounding emotions in human-machine conversational systems
INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
A comparative performance study of feature selection methods for the anti-spam filtering domain
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
NPIC: hierarchical synthetic image classification using image search and generic features
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Text based dialog act classification for multiparty meetings
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
A machine learning parser using an unlexicalized distituent model
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Automated learning of RVM for large scale text sets: divide to conquer
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Predicting genetic regulatory response using classification: yeast stress response
RRG'04 Proceedings of the 2004 RECOMB international conference on Regulatory Genomics
Bidding for customer orders in TAC SCM
AAMAS'04 Proceedings of the 6th AAMAS international conference on Agent-Mediated Electronic Commerce: theories for and Engineering of Distributed Mechanisms and Systems
Multi-label text categorization using k-nearest neighbor approach with m-similarity
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
A model for multi-label classification and ranking of learning objects
Expert Systems with Applications: An International Journal
Content selection from an ontology-based knowledge base for the generation of football summaries
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Learning and inference order in structured output elements classification
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
An extensive experimental comparison of methods for multi-label learning
Pattern Recognition
Multi-label classification using boolean matrix decomposition
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Hybrid decision tree architecture utilizing local SVMs for multi-label classification
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Multi-label classification using conditional dependency networks
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
LIFT: multi-label learning with label-specific features
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Perspective-oriented generation of football match summaries: Old tasks, new challenges
ACM Transactions on Speech and Language Processing (TSLP)
Introduction to the special issue on learning from multi-label data
Machine Learning
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning tree structure of label dependency for multi-label learning
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
A term association translation model for naive bayes text classification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Multilabel classification with principal label space transformation
Neural Computation
Examining text categorization methods for incidents analysis
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
Context-aware prediction of user's first click
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
A utility-theoretic ranking method for semi-automated text classification
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A three-phase method for patent classification
Information Processing and Management: an International Journal
Pattern classification of dermoscopy images: A perceptually uniform model
Pattern Recognition
Grindstone4Spam: An optimization toolkit for boosting e-mail classification
Journal of Systems and Software
Using LazyBoosting for word sense disambiguation
SENSEVAL '01 The Proceedings of the Second International Workshop on Evaluating Word Sense Disambiguation Systems
Text classification with relatively small positive documents and unlabeled data
Proceedings of the 21st ACM international conference on Information and knowledge management
Multi-label ensemble based on variable pairwise constraint projection
Information Sciences: an International Journal
Fast multi-label core vector machine
Pattern Recognition
An efficient two-stage framework for image annotation
Pattern Recognition
Improving multi-label classification using semi-supervised learning and dimensionality reduction
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Semi-supervised multi-label classification: a simultaneous large-margin, subspace learning approach
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Towards a semi-automatic personal digital diary: detecting daily activities from smartphone sensors
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Max-margin embedding for multi-label learning
Pattern Recognition Letters
Feature selection for multi-label classification using multivariate mutual information
Pattern Recognition Letters
EA-Analyzer: automating conflict detection in a large set of textual aspect-oriented requirements
Automated Software Engineering
MCut: a thresholding strategy for multi-label classification
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Bagging and Boosting statistical machine translation systems
Artificial Intelligence
Multi-Label Classification Method for Multimedia Tagging
International Journal of Multimedia Data Engineering & Management
International Journal of Mobile Human Computer Interaction
Variable-constraint classification and quantification of radiology reports under the ACR Index
Expert Systems with Applications: An International Journal
Adaptive object detection by implicit sub-class sharing features
Signal Processing
Instance-Ranking: a new perspective to consider the instance dependency for classification
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
A grammar-guided genetic programming algorithm for multi-label classification
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Exploiting label dependencies for improved sample complexity
Machine Learning
A joint prediction model for multiple emotions analysis in sentences
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
M4L: Maximum margin Multi-instance Multi-cluster Learning for scene modeling
Pattern Recognition
Literature survey of active learning in multimedia annotation and retrieval
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Ensemble multi-label learning based on neural network
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Multilabel relationship learning
ACM Transactions on Knowledge Discovery from Data (TKDD)
Multi-label classification based on analog reasoning
Expert Systems with Applications: An International Journal
Projected-prototype based classifier for text categorization
Knowledge-Based Systems
A theory of multiclass boosting
The Journal of Machine Learning Research
Multilabel Learning via Random Label Selection for Protein Subcellular Multilocations Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Improving Text Classification Accuracy by Training Label Cleaning
ACM Transactions on Information Systems (TOIS)
Real-time classification via sparse representation in acoustic sensor networks
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
A study on multi-label classification
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Neighborhood rough sets based multi-label classification for automatic image annotation
International Journal of Approximate Reasoning
Probabilistic multi-label classification with sparse feature learning
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A unified view of class-selection with probabilistic classifiers
Pattern Recognition
Traffic classification combining flow correlation and ensemble classifier
International Journal of Wireless and Mobile Computing
Dependent binary relevance models for multi-label classification
Pattern Recognition
Multi-label classification by exploiting label correlations
Expert Systems with Applications: An International Journal
Random block coordinate descent method for multi-label support vector machine with a zero label
Expert Systems with Applications: An International Journal
Cost-sensitive three-way email spam filtering
Journal of Intelligent Information Systems
Irrelevant attributes and imbalanced classes in multi-label text-categorization domains
Intelligent Data Analysis
A neuro-fuzzy immune inspired classifier for task-oriented texts
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Explaining data-driven document classifications
MIS Quarterly
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This work focuses on algorithms which learn from examplesto perform multiclass text and speech categorization tasks. Ourapproach is based on a new and improved family of boostingalgorithms. We describe in detail an implementation, calledBoosTexter, of the new boosting algorithms for text categorizationtasks. We present results comparing the performance of BoosTexter anda number of other text-categorization algorithms on a variety oftasks. We conclude by describing the application of our system toautomatic call-type identification from unconstrained spoken customerresponses.