Feature selection, perceptron learning, and a usability case study for text categorization

A comparison of regression, neural net, and pattern recognition approaches to IR

Proceedings of the seventh international conference on Information and knowledge management

Boosting and Rocchio applied to text filtering

Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval

Context-sensitive learning methods for text categorization

ACM Transactions on Information Systems (TOIS)

A re-examination of text categorization methods

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval

Hierarchical neural networks for text categorization (poster abstract)

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval

Content-based book recommending using learning for text categorization

DL '00 Proceedings of the fifth ACM conference on Digital libraries

Evolving intelligent text-based agents

AGENTS '00 Proceedings of the fourth international conference on Autonomous agents

Hierarchical classification of Web content

SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval

BoosTexter: A Boosting-based Systemfor Text Categorization

Machine Learning - Special issue on information retrieval

Scalable association-based text classification

Proceedings of the ninth international conference on Information and knowledge management

Relevance and reinforcement in interactive browsing

Proceedings of the ninth international conference on Information and knowledge management

An Evaluation of Statistical Approaches to Text Categorization

Information Retrieval

Text categorization for multi-page documents: a hybrid naive Bayes HMM approach

Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries

Evaluating topic-driven web crawlers

Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval

Extracting meaningful labels for WEBSOM text archives

Proceedings of the tenth international conference on Information and knowledge management

Machine learning in automated text categorization

ACM Computing Surveys (CSUR)

Bayesian online classifiers for text classification and filtering

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

A new family of online algorithms for category ranking

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Feature Competitive Algorithm for Dimension Reduction of the Self-Organizing Map Input Space

Applied Intelligence

Hierarchical Text Categorization Using Neural Networks

Information Retrieval

Exploring Versus Exploiting when Learning User Models for Text Recommendation

User Modeling and User-Adapted Interaction

Mining e-mail content for author identification forensics

ACM SIGMOD Record

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

An Approach to Improve Text Classification Efficiency

ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems

A Linear Text Classification Algorithm Based on Category Relevance Factors

ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology

Predictive Self-Organizing Networks for Text Categorization

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Experiments on the Use of Feature Selection and Negative Evidence in Automated Text Categorization

ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries

Incremental context mining for adaptive document classification

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

A maximum entropy approach to information extraction from semi-structured and free text

Eighteenth national conference on Artificial intelligence

Introduction to the JASIST special topic section on web retrieval and mining: a machine learning perspective

Journal of the American Society for Information Science and Technology

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

Document-self expansion for text categorization

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval

A family of additive online algorithms for category ranking

The Journal of Machine Learning Research

Mining for interactive identification of users' information needs

Information Systems

A Feature Selection Framework for Text Filtering

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Enhancing Techniques for Efficient Topic Hierarchy Integration

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

CBC: Clustering Based Text Classification Requiring Minimal Labeled Data

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Efficient multi-way text categorization via generalized discriminant analysis

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

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

Discovery of Context-Specific Ranking Functions for Effective Information Retrieval Using Genetic Programming

IEEE Transactions on Knowledge and Data Engineering

Hybrid approaches to improvement of translation quality in Web-based English-Korean machine translation

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1

Event detection from online news documents for supporting environmental scanning

Decision Support Systems - Special issue: Knowledge management technique

Predicting library of congress classifications from library of congress subject headings

Journal of the American Society for Information Science and Technology

Feature selection for text categorization on imbalanced data

ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets

An Empirical Study of Feature Selection for Text Categorization based on Term Weightage

WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence

Best terms: an efficient feature-selection algorithm for text categorization

Knowledge and Information Systems

Text classification based on data partitioning and parameter varying ensembles

Proceedings of the 2005 ACM symposium on Applied computing

Comparison of extreme learning machine with support vector machine for text classification

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence

A text categorization based on summarization technique

RANLPIR '00 Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 11

A machine learning approach to answering questions for reading comprehension tests

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

Effective profiling of consumer information retrieval needs: a unified framework and empirical comparison

Decision Support Systems

A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization

ACM Transactions on Information Systems (TOIS)

A comparison of feature selection methods for an evolving RSS feed corpus

Information Processing and Management: an International Journal - Special issue: Informetrics

NEWPAR: an automatic feature selection and weighting schema for category ranking

Proceedings of the 2006 ACM symposium on Document engineering

An integrated two-stage model for intelligent information routing

Decision Support Systems

Architecture of a grid-enabled Web search engine

Information Processing and Management: an International Journal

Classifying web documents in a hierarchy of categories: a comprehensive study

Journal of Intelligent Information Systems

Patent document categorization based on semantic structural information

Information Processing and Management: an International Journal

Text mining techniques for patent analysis

Information Processing and Management: an International Journal

A study of local and global thresholding techniques in text categorization

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

The learning vector quantization algorithm applied to automatic text classification tasks

Neural Networks

Intelligent document classification

Intelligent Data Analysis

Patent surrogate extraction and evaluation in the context of patent mapping

Journal of Information Science

A machine learning approach to web page filtering using content and structure analysis

Decision Support Systems

An empirical approach to evaluating web application compliance across diverse client platform configurations

International Journal of Web Engineering and Technology

Boosting multi-label hierarchical text categorization

Information Retrieval

Support vector machines based Arabic language text classification system: feature selection comparative study

MATH'07 Proceedings of the 12th WSEAS International Conference on Applied Mathematics

Text categorization via generalized discriminant analysis

Information Processing and Management: an International Journal

WORDS AS CLASSIFIERS OF DOCUMENTS ACCORDING TO THEIR HISTORICAL PERIOD AND THE ETHNIC ORIGIN OF THEIR AUTHORS

Cybernetics and Systems

Imbalanced text classification: A term weighting approach

Expert Systems with Applications: An International Journal

Latent semantic analysis for text categorization using neural network

Knowledge-Based Systems

Construction of supervised and unsupervised learning systems for multilingual text categorization

Expert Systems with Applications: An International Journal

An efficient document classification model using an improved back propagation neural network and singular value decomposition

Expert Systems with Applications: An International Journal

Classifying Amharic webnews

Information Retrieval

Combination of modified BPNN algorithms and an efficient feature selection method for text categorization

Information Processing and Management: an International Journal

Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach

Proceedings of the 11th International Conference on Electronic Commerce

Feature subset selection in large dimensionality domains

Pattern Recognition

A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification

ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications

Classifying Amharic news text using self-organizing maps

Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages

NLP-driven IR: evaluating performances over a text classification task

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2

An extensive study on automated Dewey Decimal Classification

Journal of the American Society for Information Science and Technology

Generic title labeling for clustered documents

Expert Systems with Applications: An International Journal

Chinese text categorization based on the binary weighting model with non-binary smoothing

ECIR'03 Proceedings of the 25th European conference on IR research

A simple probability based term weighting scheme for automated text classification

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

Improving hierarchical taxonomy integration with semantic feature expansion on category-specific terms

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology

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

A Study of Hierarchical and Flat Classification of Proteins

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Hierarchical auto-tagging: organizing Q&A knowledge for everyone

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Three new feature weighting methods for text categorization

WISM'10 Proceedings of the 2010 international conference on Web information systems and mining

Aggressive dimensionality reduction with reinforcement local feature selection for text categorization

AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I

Document assignment in multi-site search engines

Proceedings of the fourth ACM international conference on Web search and data mining

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

Fuzzy evolutionary optimization modeling and its applications to unsupervised categorization and extractive summarization

Expert Systems with Applications: An International Journal

Entropy based feature selection for text categorization

Proceedings of the 2011 ACM Symposium on Applied Computing

Cross-lingual text categorization: Conquering language boundaries in globalized environments

Information Processing and Management: an International Journal

Feature selection strategy in text classification

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I

Text categorization algorithms using semantic approaches, corpus-based thesaurus and WordNet

Expert Systems with Applications: An International Journal

Feature sub-set selection metrics for Arabic text classification

Pattern Recognition Letters

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

Improving text categorization using the importance of words in different categories

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

An examination of feature selection frameworks in text categorization

AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology

An adaptive fuzzy kNN text classifier

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III

New methods for text categorization based on a new feature selection method and a new similarity measure between documents

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

Toward generic title generation for clustered documents

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology

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 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

Class normalization in centroid-based text categorization

Information Sciences: an International Journal

A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems

An aggressive margin-based algorithm for incremental learning

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I

Sentiment classification of Chinese online reviews: analysing and improving supervised machine learning

International Journal of Web Engineering and Technology

Categorical proportional difference: a feature selection method for text categorization

AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87

Exploiting poly-lingual documents for improving text categorization effectiveness

Decision Support Systems

Discovering and Characterizing Places of Interest Using Flickr and Twitter

International Journal on Semantic Web & Information Systems