Feature Subset Selection in Text-Learning

Yahoo! as an ontology: using Yahoo! categories to describe documents

Proceedings of the eighth international conference on Information and knowledge management

Machine learning in automated text categorization

ACM Computing Surveys (CSUR)

Feature selection on hierarchy of web documents

Decision Support Systems - Web retrieval and mining

Classification Rule Learning with APRIORI-C

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving

Hierachically Classifying Chinese Web Documents without Dictionary Support and Segmentation Procedure

WAIM '00 Proceedings of the First International Conference on Web-Age Information Management

Mining HTML Pages to Support Document Sharing in a Cooperative System

EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers

Personalized Classification for Keyword-Based Category Profiles

ECDL '02 Proceedings of the 6th European Conference on Research and Advanced Technology for Digital Libraries

Mining Text Data: Special Features and Patterns

Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery

A Machine Learning Approach to Web Mining

AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence

Feature Selection Using Association Word Mining for Classification

DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications

An information-theoretic perspective of tf—idf measures

Information Processing and Management: an International Journal

Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies

The VLDB Journal — The International Journal on Very Large Data Bases

Mining the peanut gallery: opinion extraction and semantic classification of product reviews

WWW '03 Proceedings of the 12th international conference on World Wide Web

A multistrategy approach for digital text categorization from imbalanced documents

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

Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with C4.5

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Feature selection with conditional mutual information maximin in text categorization

Proceedings of the thirteenth ACM international conference on Information and knowledge management

Using recursive classification to discover predictive features

Proceedings of the 2005 ACM symposium on Applied computing

Bayesian web document classification through optimizing association word

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence

SF-HME system: a hierarchical mixtures-of-experts classification system for spam filtering

Proceedings of the 2006 ACM symposium on Applied computing

Exploiting partial decision trees for feature subset selection in e-mail categorization

Proceedings of the 2006 ACM symposium on Applied computing

Some Effective Techniques for Naive Bayes Text Classification

IEEE Transactions on Knowledge and Data Engineering

Feature weighting for co-occurrence-based classification of words

COLING '04 Proceedings of the 20th international conference on Computational Linguistics

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

Journal of Intelligent Information Systems

User behavior modeling and content based speculative web page prefetching

Data & Knowledge Engineering - Special issue: ER 2003

An efficient feature selection using multi-criteria in text categorization for naïve Bayes classifier

AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases

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

Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification

Journal of Computer Security

Class dependent feature scaling method using naive Bayes classifier for text datamining

Pattern Recognition Letters

Using phrases as features in email classification

Journal of Systems and Software

Applying effective feature selection techniques with hierarchical mixtures of experts for spam classification

Journal of Computer Security - Best papers of the Sec Track at the 2006 ACM Symposium

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

Using typical testors for feature selection in text categorization

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

Improving gender classification of blog authors

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Inference control to protect sensitive information in text documents

ACM SIGKDD Workshop on Intelligence and Security Informatics

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

Developing robust models for favourability analysis

WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis

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

Learning from positive and unlabeled documents for retrieval of bacterial protein-protein interaction literature

ISMB/ECCB'09 Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology

Feature selection with rough sets for web page classification

Transactions on Rough Sets II

Feature selection for dimensionality reduction

SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection

On developing robust models for favourability analysis: Model choice, feature sets and imbalanced data

Decision Support Systems

Ontology querying support in semantic annotation process

PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence