Feature Selection for Unbalanced Class Distribution and Naive Bayes

Web mining research: a survey

ACM SIGKDD Explorations Newsletter

Automatic web search query generation to create minority language corpora

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

Mining the web to create minority language corpora

Proceedings of the tenth international conference on Information and knowledge management

Feature selection on hierarchy of web documents

Decision Support Systems - Web retrieval and mining

Choose Your Words Carefully: An Empirical Study of Feature Selection Metrics for Text Classification

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web

WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development

Discovering User Behavior Patterns in Personalized Interface Agents

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

A Comparative Study on Statistical Machine Learning Algorithms and Thresholding Strategies for Automatic Text Categorization

PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Modeling Information in Textual Data Combining Labeled and Unlabeled Data

Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery

Web browsing using machine learning on text data

Intelligent exploration of the web

An extensive empirical study of feature selection metrics for text classification

The Journal of Machine Learning Research

Editorial: special issue on learning from imbalanced data sets

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

A multistrategy approach for digital text categorization from imbalanced documents

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

Feature selection for text categorization on imbalanced data

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

Feature selection using linear classifier weights: interaction with classification models

Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval

A pitfall and solution in multi-class feature selection for text classification

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

Building Minority Language Corpora by Learning to Generate Web Search Queries

Knowledge and Information Systems

Variable selection and ranking for analyzing automobile traffic accident data

Proceedings of the 2005 ACM symposium on Applied computing

Text classification based on data partitioning and parameter varying ensembles

Proceedings of the 2005 ACM symposium on Applied computing

A comparison of event models for Naive Bayes anti-spam e-mail filtering

EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1

Scoring and Selecting Terms for Text Categorization

IEEE Intelligent Systems

Introducing a Family of Linear Measures for Feature Selection in Text Categorization

IEEE Transactions on Knowledge and Data Engineering

Local sparsity control for naive Bayes with extreme misclassification costs

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

Bias Analysis in Text Classification for Highly Skewed Data

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition

Angular measures for feature selection in text categorization

Proceedings of the 2006 ACM symposium on Applied computing

Finding optimal linear measures for feature selection in text categorization

Proceedings of the 2006 ACM symposium on Applied computing

Higher order feature selection for text classification

Knowledge and Information Systems

Is linguistic information relevant for the classification of legal texts?

ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law

Extending the single words-based document model: a comparison of bigrams and 2-itemsets

Proceedings of the 2006 ACM symposium on Document engineering

A novel feature selection algorithm for text categorization

Expert Systems with Applications: An International Journal

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

Journal of Intelligent Information Systems

Answering Clinical Questions with Knowledge-Based and Statistical Techniques

Computational Linguistics

LIPTUS: associating structured and unstructured information in a banking environment

Proceedings of the 2007 ACM SIGMOD international conference on Management of data

Feature selection for ranking

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Feature selection methods for text classification

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Raising the baseline for high-precision text classifiers

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

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

RELATIONAL DATA MINING AND ILP FOR DOCUMENT IMAGE UNDERSTANDING

Applied Artificial Intelligence

FAST: a roc-based feature selection metric for small samples and imbalanced data classification problems

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Customer targeting models using actively-selected web content

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Automatically countering imbalance and its empirical relationship to cost

Data Mining and Knowledge Discovery

Domain Adaptation of Conditional Probability Models Via Feature Subsetting

PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

Using Intuitionistic Fuzzy Sets in Text Categorization

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Using Laplace and angular measures for Feature Selection in Text Categorisation

International Journal of Advanced Intelligence Paradigms

Imbalanced text classification: A term weighting approach

Expert Systems with Applications: An International Journal

BNS feature scaling: an improved representation over tf-idf for svm text classification

Proceedings of the 17th ACM conference on Information and knowledge management

Analysis of Naive Bayes' assumptions on software fault data: An empirical study

Data & Knowledge Engineering

Feature selection for text classification with Naïve Bayes

Expert Systems with Applications: An International Journal

Set Cover Feature Selection for Text Categorisation and spam detection

International Journal of Advanced Intelligence Paradigms

Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization

Proceedings of the 2005 conference on Artificial Intelligence Research and Development

A General Framework of Feature Selection for Text Categorization

MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition

SMOTE: synthetic minority over-sampling technique

Journal of Artificial Intelligence Research

Efficient feature weighting methods for ranking

Proceedings of the 18th ACM conference on Information and knowledge management

Distinctive characteristics of a metric using deviations from Poisson for feature selection

Expert Systems with Applications: An International Journal

A framework of feature selection methods for text categorization

ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2

Improved variable and value ranking techniques for mining categorical traffic accident data

Expert Systems with Applications: An International Journal

Categorization of news articles using neural text categorizer

FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems

Classification of skewed and homogenous document corpora with class-based and corpus-based keywords

KI'06 Proceedings of the 29th annual German conference on Artificial intelligence

A large-scale active learning system for topical categorization on the web

Proceedings of the 19th international conference on World wide web

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

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

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

A framework for diagnosis of urinary incontinence disease based on scoring measures and automatic classifiers

Computers in Biology and Medicine

Comparison of metrics for feature selection in imbalanced text classification

Expert Systems with Applications: An International Journal

A hierarchical shrinking decision tree for imbalanced datasets

DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers

Feature selecting model in automatic text categorization of Chinese financial industrial news

ICC'06 Proceedings of the 10th WSEAS international conference on Circuits

A RBF network for chinese text classification based on concept feature extraction

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

A new feature selection algorithm based on binomial hypothesis testing for spam filtering

Knowledge-Based Systems

Text classification for data loss prevention

PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies

Feature sub-set selection metrics for Arabic text classification

Pattern Recognition Letters

Information extraction for standardization of tourism products

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence

Relational learning: statistical approach versus logical approach in document image understanding

AI*IA'05 Proceedings of the 9th conference on Advances 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

Intelligent data recognition of DNA sequences using statistical models

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence

Many are better than one: improving probabilistic estimates from decision trees

MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment

Text categorization with class-based and corpus-based keyword selection

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences

Comparison of term frequency and document frequency based feature selection metrics in text categorization

Expert Systems with Applications: An International Journal

Analysing part-of-speech for portuguese text classification

CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing

DNA sequence identification by statistics-based models

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

Towards automatic and optimal filtering levels for feature selection in text categorization

IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis

Signature recognition methods for identifying influenza sequences

AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine

Using linguistic information and machine learning techniques to identify entities from juridical documents

Semantic Processing of Legal Texts

Feature selection for dimensionality reduction

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

Feature selection in text categorization based on cloud model

Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication

A two-stage feature selection method for text categorization

Computers & Mathematics with Applications

A global-ranking local feature selection method for text categorization

Expert Systems with Applications: An International Journal

DBFS: An effective Density Based Feature Selection scheme for small sample size and high dimensional imbalanced data sets

Data & Knowledge Engineering

Feature selection based on term frequency and T-test for text categorization

Proceedings of the 21st ACM international conference on Information and knowledge management

Sample cutting method for imbalanced text sentiment classification based on BRC

Knowledge-Based Systems

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

Feature selection for high-dimensional imbalanced data

Neurocomputing

Control-flow integrity principles, implementations, and applications

ACM Transactions on Information and System Security (TISSEC)