Rough set-aided keyword reduction for text categorization

No abstract is available for this paper.

• Publication year

  2001

• Venue

  Applied Artificial Intelligence

• Publication date

  2001-10-01

• Fields of study

  Computer Science

• Identifiers
  DOI 10.1080/088395101753210773
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Feature Selection for Unbalanced Class Distribution and Naive Bayes

  1999cited by this paper
• Data-driven fuzzy rule induction and its application to systems monitoring

  1999cited by this paper
• A Rough Set-Based Approach to Text Classification

  1999cited by this paper
• On the Extension of Rough Sets under Incomplete Information

  1999cited by this paper
• Combining rough sets and data-driven fuzzy learning for generation of classification rules

  1999cited by this paper
• TCP/IP network administration (2nd ed.)

  1998cited by this paper
• Learning fuzzy relational descriptions using the logical framework and rough set theory

  1998cited by this paper
• Web page design: implications of memory, structure and scent for information retrieval

  1998cited by this paper
• A Comparative Study on Feature Selection in Text Categorization

  1997cited by this paper
• Book reviews

  1996cited by this paper
• Rough sets: Theoretical aspects of reasoning about data

  1996cited by this paper
• ROUGH SET REDUCTION OF ATTRIBUTES AND THEIR DOMAINS FOR NEURAL NETWORKS

  1995cited by this paper
• Rough Sets and Data Dependencies

  1993cited by this paper
• Constructing Decision Trees

  1993cited by this paper
• C4.5: Programs for Machine Learning

  1992cited by this paper
• Rough Sets

  1991cited by this paper
• Rough sets and information retrieval

  1988cited by this paper
• Term-Weighting Approaches in Automatic Text Retrieval

  1988cited by this paper

• Embedded-filter ACO using clustering based mutual information for feature selection

  2025cites this paper
• Feature Selection via Fuzzy Rough Set Theory for Robust Classification: a Review and Comparative study

  2025cites this paper
• An Improvement of β-Reduct and its Computation in Variable Precision Rough Set Model

  2025cites this paper
• A clinical decision support system using rough set theory and machine learning for disease prediction

  2024cites this paper
• Leveraging Rough Set Theory to Enhance the Performance of Financial Statement Fraud Detection Model

  2024cites this paper
• RETRACTED: Hybridization of fuzzy rough feature selection with ANFIS and turbulent flow of water optimization for managing software defect prediction uncertainty

  2024cites this paper
• Variable precision fuzzy rough sets based on overlap functions with application to tumor classification

  2024cites this paper
• Finding a needle in a haystack: insights on feature selection for classification tasks

  2023cites this paper
• Attribute reduction based on fusion information entropy

  2023cites this paper
• A novel approach to find feature selection using modified fuzzy C-mean

  2023cites this paper
• Clinical decision support system based on RST with machine learning for medical data classification

  2023cites this paper
• Noise-aware and correlation analysis-based for fuzzy-rough feature selection

  2023cites this paper
• Analysis of core attribute and approximate reduct based on the three-way decision

  2023cites this paper
• A Rough Set Theory Based Edge Detection for Moving Object Detection

  2022cites this paper
• Decision Rule Prediction for Assessment of Rotor Spun Cotton Yarn Strength Using Rough Set

  2022cites this paper
• Coarsest granularity-based optimal reduct using A^* search

  2022cites this paper
• Approaches for coarsest granularity based near-optimal reduct computation

  2022cites this paper
• Function Mechanism of Intellectual Property Capability on Relay Innovation Based on CWLBGSO-DAG-Bootstrap SEM: Mediating Effect of Knowledge Matching and Moderating Effect of Relationship Learning

  2022cites this paper
• Decision Making Using Rough Set based Spanning Sets for a Decision System

  2021cites this paper
• Three-way approximate reduct based on information-theoretic measure

  2021cites this paper
• Enhanced Diagnosis of the COVID-19 Behaviour Using the Rough Set Theory and Genetic Algorithms

  2021cites this paper
• Algorithm for computing all the shortest reducts based on a new pruning strategy

  2021cites this paper
• Forecasting of Indian Stock Market Using Rough Set and Fuzzy-Rough Set Based Models

  2021cites this paper
• A REVIEW OF ALGEBRAIC APPROACH ON ROUGH SETS

  2021cites this paper
• MapReduce based parallel fuzzy-rough attribute reduction using discernibility matrix

  2021cites this paper
• R-HEFS: Rough set based heterogeneous ensemble feature selection method for medical data classification

  2021cites this paper
• Estimation of raw silk quality using rough set theory

  2021cites this paper
• Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection

  2021cites this paper
• Memetic salp swarm optimization algorithm based feature selection approach for crop disease detection system

  2021cites this paper
• Attribute reduction with fuzzy rough self-information measures

  2021cites this paper
• Novel Span Measure, Spanning Sets and Applications

  2021cites this paper
• Emerging Ontology Formulation of Optimized Internet of Things (IOT) Services with Cloud Computing

  2020cites this paper
• Q-Learning Classifier

  2020cites this paper
• Automatic text classification using machine learning and optimization algorithms

  2020cites this paper
• A binary water wave optimization for feature selection

  2020cites this paper
• Ideal Combination Feature Selection Model for Classification Problem based on Bio-Inspired Approach

  2020cites this paper
• MapReduce based improved quick reduct algorithm with granular refinement using vertical partitioning scheme

  2020cites this paper
• New filter approaches for feature selection using differential evolution and fuzzy rough set theory

  2020cites this paper
• Data Reduction

  2020cites this paper
• Non-unique decision differential entropy-based feature selection

  2020cites this paper
• Combining Rough Set-based Relevance and Redundancy for the Ranking and Selection of Nominal Features

  2020cites this paper
• A NOTE ON PRINCIPAL ROUGH IDEALS OF A ROUGH MONOID

  2020cites this paper
• Rough Set-Based Decision Tool for Classification of Cotton Yarn Neps

  2020cites this paper
• Ensemble Fuzzy Feature Selection Based on Relevancy, Redundancy, and Dependency Criteria

  2020cites this paper
• A novel dependency definition exploiting boundary samples in rough set theory for hyperspectral band selection

  2020cites this paper
• Analysing the Influence of Two Similarity Metrics on the Ant Colony Optimisation Based Fuzzy-Rough Feature Selection Algorithm

  2019cites this paper
• Comparative analysis of PSO and ACO based feature selection techniques for medical data preservation

  2019influential citation
• Fast feature selection algorithm for neighborhood rough set model based on Bucket and Trie structures

  2019cites this paper
• Directions for Future Work in Rough Set Theory

  2019cites this paper
• Application of Fuzzy Clustering for Text Data Dimensionality Reduction

  2019cites this paper
• An incremental rough set approach for faster attribute reduction

  2019cites this paper
• Graph Embedding-Based Dimension Reduction With Extreme Learning Machine

  2019cites this paper
• Research progress on network public opinion based on rough sets from the big data perspective

  2019cites this paper
• Application of Fuzzy Clustering for Text Data Dimensionality Reduction

  2019cites this paper
• A Survey of Feature Selection Techniques in Intrusion Detection System: A Soft Computing Perspective

  2018cites this paper
• OPTIMIZATION OF ATTRIBUTE SELECTION MODEL USING BIO-INSPIRED ALGORITHMS

  2018cites this paper
• Attribute Selection Based on Correlation Analysis

  2018cites this paper
• Positive Region Reduct Based on Relative Discernibility and Acceleration Strategy

  2018cites this paper
• A Roughset Based Ensemble Framework for Network Intrusion Detection System

  2018cites this paper
• Rough Set Based Variable Tolerance Attribute Selection on High-Dimensional Microarray Imbalanced Data

  2018influential citation
• A fast heuristic attribute reduction approach to ordered decision systems

  2018cites this paper
• A Hybrid Filter-Based Feature Selection Method via Hesitant Fuzzy and Rough Sets Concepts

  2018cites this paper
• Chikungunya Diagnosing using Rough Set Approach

  2018cites this paper
• Efficient feature selection and classification algorithm based on PSO and rough sets

  2018cites this paper
• Application of Granular Computing Paradigm in Knowledge Induction

  2017cites this paper
• An improved moth flame optimization algorithm based on rough sets for tomato diseases detection

  2017influential citation
• Comparative Analysis of Protein Datasets using Firefly Optimization with Rough Set Based Attribute Reduction (FFO_RSAR)

  2017cites this paper
• Network Intrusion Anomaly Detection Using Radial Basis Function Networks

  2017cites this paper
• Feature selection based on maximal neighborhood discernibility

  2017cites this paper
• A semantical and computational approach to covering-based rough sets

  2017cites this paper
• Characterization of rough semiring

  2017cites this paper
• RST-BatMiner: A fuzzy rule miner integrating rough set feature selection and Bat optimization for detection of diabetes disease

  2017cites this paper
• Quick attribute reduction with generalized indiscernibility models

  2017cites this paper
• Scalable IQRA_IG Algorithm: An Iterative MapReduce Approach for Reduct Computation

  2017cites this paper
• A new approach to exploring rough set boundary region for feature selection

  2017cites this paper
• Current Scenario in Pure and Applied Mathematics

  2017cites this paper
• Incident data preprocessing in railway control systems using a rough-set-based approach

  2017cites this paper
• Third Order Backward Elimination Approach for Fuzzy-Rough Set Based Feature Selection

  2017cites this paper
• A paper-text perspective: Studies on the influence of feature granularity for Chinese short-text-classification in the Big Data era

  2017cites this paper
• Dominance-based rough fuzzy set approach and its application to rule induction

  2017cites this paper
• Characterization of rough semiring

  2017cites this paper
• Nano Topological Analysis For Power System Control

  2016cites this paper
• A Survey of Software Packages Used for Rough Set Analysis

  2016cites this paper
• Characteristic Selection with Rough Sets for Web Page Ranking

  2016cites this paper
• Neighborhood rough set reduction with fish swarm algorithm

  2016cites this paper
• Semantic Enrichment of Relevant Feature Selection Methods for Data Mining in Oncology

  2016cites this paper
• An Efficient Hybrid Feature Selection Method based on Rough Set Theory for Short Text Representation

  2016cites this paper
• MPRK algorithm for clustering the large text datasets

  2016cites this paper
• An Efficient Gaussian Kernel Based Fuzzy-Rough Set Approach for Feature Selection

  2016cites this paper
• Development of fast algorithms for reduct computation

  2016cites this paper
• Optimized Feature Selection Algorithm for High Dimensional Data

  2016influential citation
• Feature Selection from Partially Uncertain Data Within the Belief Function Framework

  2016cites this paper
• Efficient attribute reduction from the viewpoint of discernibility

  2016cites this paper
• On a Heuristic Attribute Reduction Algorithm for Large-Scale Data Based on Random Selections

  2016cites this paper
• A Soft Computing Approach for Targeted Product Promotion on Social Networks

  2016cites this paper
• A Temporal Mining Framework for Classifying Un-Evenly Spaced Clinical Data

  2016cites this paper
• Scalable Quick Reduct Algorithm: Iterative MapReduce Approach

  2016cites this paper
• Efficient pattern classification model with neuro-fuzzy networks

  2016cites this paper
• CLUSTER & ROUGH SET THEORY BASED APPROACH TO FIND THE REASON FOR CUSTOMER CHURN

  2016cites this paper
• Chapter 21 Evolutionary Algorithms For Malware Detection And Classification

  2016cites this paper