Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Text Classification from Labeled and Unlabeled Documents using EM
Machine Learning - Special issue on information retrieval
Hierarchical indexing and document matching in BoW
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Improving the representation of legal case texts with information extraction methods
Proceedings of the 8th international conference on Artificial intelligence and law
Text classification in a hierarchical mixture model for small training sets
Proceedings of the tenth international conference on Information and knowledge management
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
ACM SIGKDD Explorations Newsletter
Novelty and redundancy detection in adaptive filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Probabilistic hierarchical clustering for biological data
Proceedings of the sixth annual international conference on Computational biology
Automating the Construction of Internet Portals with Machine Learning
Information Retrieval
Hierarchical Text Categorization Using Neural Networks
Information Retrieval
Feature selection on hierarchy of web documents
Decision Support Systems - Web retrieval and mining
A Hierarchical Model for Clustering and Categorising Documents
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Athena: Mining-Based Interactive Management of Text Database
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Knowledge Discovery in Multi-label Phenotype Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Mapping an Automated Survey Coding Task into a Probabilistic Text Categorization Framework
PorTAL '02 Proceedings of the Third International Conference on Advances in Natural Language Processing
Automatic Topic Identification Using Ontology Hierarchy
CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing
Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Relational Markov models and their application to adaptive web navigation
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Incremental context mining for adaptive document classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Tree Induction for Probability-Based Ranking
Machine Learning
Document classification via structure synopses
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
Data mining for hypertext: a tutorial survey
ACM SIGKDD Explorations Newsletter
Making Documents Work: Challenges for Document Understanding
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Intelligent Web agents that learn to retrieve and extract information
Intelligent exploration of the web
Mining for interactive identification of users' information needs
Information Systems
Enhancing Techniques for Efficient Topic Hierarchy Integration
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Effect of term distributions on centroid-based text categorization
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications
Predicting library of congress classifications from library of congress subject headings
Journal of the American Society for Information Science and Technology
Using urls and table layout for web classification tasks
Proceedings of the 13th international conference on World Wide Web
When one sample is not enough: improving text database selection using shrinkage
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Predicting customer shopping lists from point-of-sale purchase data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Large margin hierarchical classification
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Hierarchical document categorization with support vector machines
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Site abstraction for rare category classification in large-scale web directory
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Developing practical automatic metadata assignment and evaluation tools for internet resources
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Multi-dimensional text classification
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Evaluating the impact of selection noise in community-based web search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive sampling for thresholding in document filtering and classification
Information Processing and Management: an International Journal
Mining images on semantics via statistical learning
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Mining logs files for data-driven system management
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Taxonomy generation for text segments: A practical web-based approach
ACM Transactions on Information Systems (TOIS)
Learning hierarchical multi-category text classification models
ICML '05 Proceedings of the 22nd international conference on Machine learning
Hierarchical Dirichlet model for document classification
ICML '05 Proceedings of the 22nd international conference on Machine learning
Hierarchy-Regularized Latent Semantic Indexing
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Incremental mining of information interest for personalized web scanning
Information Systems
Manipulating large corpora for text classification
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Predicting reading difficulty with statistical language models
Journal of the American Society for Information Science and Technology
Hierarchical classification: combining Bayes with SVM
ICML '06 Proceedings of the 23rd international conference on Machine learning
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data
Knowledge and Information Systems
Acclimatizing Taxonomic Semantics for Hierarchical Content Classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
Utilizing hierarchical feature domain values for prediction
Data & Knowledge Engineering
Kernel-Based Learning of Hierarchical Multilabel Classification Models
The Journal of Machine Learning Research
Hierarchical maximum entropy density estimation
Proceedings of the 24th international conference on Machine learning
Statistical predicate invention
Proceedings of the 24th international conference on Machine learning
Dynamic category profiling for text filtering and classification
Information Processing and Management: an International Journal
Hierarchical document classification using automatically generated hierarchy
Journal of Intelligent Information Systems
Topic taxonomy adaptation for group profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Classification-aware hidden-web text database selection
ACM Transactions on Information Systems (TOIS)
Hierarchical learning strategy in semantic relation extraction
Information Processing and Management: an International Journal
Interactive high-quality text classification
Information Processing and Management: an International Journal
Tracking and modelling information diffusion across interactive online media
International Journal of Metadata, Semantics and Ontologies
Enhanced hierarchical classification via isotonic smoothing
Proceedings of the 17th international conference on World Wide Web
Boosting multi-label hierarchical text categorization
Information Retrieval
Integrating Cross-Language Hierarchies and Its Application to Retrieving Relevant Documents
ACM Transactions on Asian Language Information Processing (TALIP)
Deep classification in large-scale text hierarchies
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Web taxonomy integration with hierarchical shrinkage algorithm and fine-grained relations
Expert Systems with Applications: An International Journal
Information extraction from Wikipedia: moving down the long tail
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Shrinkage Estimator for Bayesian Network Parameters
ECML '07 Proceedings of the 18th European conference on Machine Learning
Semantic lattices for multiple annotation of images
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Tailoring Taxonomies for Efficient Text Categorization and Expert Finding
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Information arbitrage across multi-lingual Wikipedia
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Using Wikipedia to bootstrap open information extraction
ACM SIGMOD Record
Large scale multi-label classification via metalabeler
Proceedings of the 18th international conference on World wide web
Refined experts: improving classification in large taxonomies
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Placing flickr photos on a map
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Non-local modeling with a mixture of PCFGs
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Protecting Sensitive Topics in Text Documents with PROTEXTOR
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
A maximum likelihood framework for integrating taxonomies
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Importance of semantic representation: dataless classification
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
A machine learning approach to building domain-specific search engines
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Exploiting known taxonomies in learning overlapping concepts
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An extensive study on automated Dewey Decimal Classification
Journal of the American Society for Information Science and Technology
Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs
DS '09 Proceedings of the 12th International Conference on Discovery Science
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Incremental mining of information interest for personalized web scanning
Information Systems
Learning to integrate web taxonomies
Web Semantics: Science, Services and Agents on the World Wide Web
Hierarchical classification of HTML documents with WebClassII
ECIR'03 Proceedings of the 25th European conference on IR research
A machine learning model for information retrieval with structured documents
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Exploiting hierarchical domain values for Bayesian learning
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Very large Bayesian networks in text classification
ICCS'03 Proceedings of the 1st international conference on Computational science: PartI
Content-based recommendation systems
The adaptive web
Combining global and local information for enhanced deep classification
Proceedings of the 2010 ACM Symposium on Applied Computing
Automatic extraction of domain-specific stopwords from labeled documents
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
A Study of Hierarchical and Flat Classification of Proteins
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Unsupervised ontology induction from text
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Improving Hierarchical Classification with Partial Labels
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Hierarchical service analytics for improving productivity in an enterprise service center
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
A survey of hierarchical classification across different application domains
Data Mining and Knowledge Discovery
Inference control to protect sensitive information in text documents
ACM SIGKDD Workshop on Intelligence and Security Informatics
On exploiting hierarchical label structure with pairwise classifiers
ACM SIGKDD Explorations Newsletter
Foundations and Trends in Information Retrieval
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Journal of Data and Information Quality (JDIQ)
Learning hierarchical object maps of non-stationary environments with mobile robots
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Topic selection of web documents using specific domain ontology
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Model-Based estimation of word saliency in text
DS'06 Proceedings of the 9th international conference on Discovery Science
Improving bayesian network structure search with random variable aggregation hierarchies
ECML'06 Proceedings of the 17th European conference on Machine Learning
Improving the ranking performance of decision trees
ECML'06 Proceedings of the 17th European conference on Machine Learning
Building reliable activity models using hierarchical shrinkage and mined ontology
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
Systematic construction of hierarchical classifier in SVM-Based text categorization
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
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
An online algorithm for hierarchical phoneme classification
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Text classification for DAG-Structured categories
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Improving Korean speech acts analysis by using shrinkage and discourse stack
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Knowledge discovery using concept-class taxonomies
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Class normalization in centroid-based text categorization
Information Sciences: an International Journal
Learning and evaluation in the presence of class hierarchies: application to text categorization
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Improving MeSH classification of biomedical articles using citation contexts
Journal of Biomedical Informatics
Hierarchical classification of web documents by stratified discriminant analysis
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Unified expectation maximization
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Modeling topic dependencies in hierarchical text categorization
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Large-scale item categorization for e-commerce
Proceedings of the 21st ACM international conference on Information and knowledge management
Learning to rank from structures in hierarchical text classification
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Recursive regularization for large-scale classification with hierarchical and graphical dependencies
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
On the utility of abstraction in labeling actors in social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Semantic contextual advertising based on the open directory project
ACM Transactions on the Web (TWEB)
Utilizing global and path information with language modelling for hierarchical text classification
Journal of Information Science
Feature ranking fusion for text classifier
Intelligent Data Analysis
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