Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Haoning, Wang, Cong, Huang, Qinghua |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification
by: Wang, D. Y. C., et al.
Published: (2024)
by: Wang, D. Y. C., et al.
Published: (2024)
UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
by: Salimi-Badr, Armin
Published: (2022)
by: Salimi-Badr, Armin
Published: (2022)
Binary Feature Mask Optimization for Feature Selection
by: Lorasdagi, Mehmet E., et al.
Published: (2024)
by: Lorasdagi, Mehmet E., et al.
Published: (2024)
Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification
by: Xu, Suping, et al.
Published: (2025)
by: Xu, Suping, et al.
Published: (2025)
Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection
by: Liu, Qiong, et al.
Published: (2025)
by: Liu, Qiong, et al.
Published: (2025)
Improving Selective Classification with Pairwise Queries for Binary Classification
by: Vardhan, Harsh, et al.
Published: (2026)
by: Vardhan, Harsh, et al.
Published: (2026)
Unified Binary and Multiclass Margin-Based Classification
by: Wang, Yutong, et al.
Published: (2023)
by: Wang, Yutong, et al.
Published: (2023)
Automatic Extraction of Linguistic Description from Fuzzy Rule Base
by: Siminski, Krzysztof, et al.
Published: (2024)
by: Siminski, Krzysztof, et al.
Published: (2024)
Fuzzy Rule-based Differentiable Representation Learning
by: Zhang, Wei, et al.
Published: (2025)
by: Zhang, Wei, et al.
Published: (2025)
Semi-Supervised Federated Multi-Label Feature Selection with Fuzzy Information Measures
by: Mahanipour, Afsaneh, et al.
Published: (2025)
by: Mahanipour, Afsaneh, et al.
Published: (2025)
Rule-based Evolving Fuzzy System for Time Series Forecasting: New Perspectives Based on Type-2 Fuzzy Sets Measures Approach
by: Marques, Eduardo Santos de Oliveira, et al.
Published: (2025)
by: Marques, Eduardo Santos de Oliveira, et al.
Published: (2025)
Feature Selection Based on Wasserstein Distance
by: Li, Fuwei
Published: (2024)
by: Li, Fuwei
Published: (2024)
Fuzzy-UCS Revisited: Self-Adaptation of Rule Representations in Michigan-Style Learning Fuzzy-Classifier Systems
by: Shiraishi, Hiroki, et al.
Published: (2025)
by: Shiraishi, Hiroki, et al.
Published: (2025)
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models
by: Li, Jinbo, et al.
Published: (2025)
by: Li, Jinbo, et al.
Published: (2025)
i-IF-Learn: Iterative Feature Selection and Unsupervised Learning for High-Dimensional Complex Data
by: Ma, Chen, et al.
Published: (2026)
by: Ma, Chen, et al.
Published: (2026)
Migrating Birds Optimization-Based Feature Selection for Text Classification
by: Kaya, Cem, et al.
Published: (2024)
by: Kaya, Cem, et al.
Published: (2024)
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules
by: Fumanal-Idocin, Javier, et al.
Published: (2026)
by: Fumanal-Idocin, Javier, et al.
Published: (2026)
Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification
by: Zyblewski, Paweł
Published: (2024)
by: Zyblewski, Paweł
Published: (2024)
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach
by: Imani, Vandad, et al.
Published: (2024)
by: Imani, Vandad, et al.
Published: (2024)
Interpretable Classification via a Rule Network with Selective Logical Operators
by: Wei, Bowen, et al.
Published: (2024)
by: Wei, Bowen, et al.
Published: (2024)
Iterative Feature Space Optimization through Incremental Adaptive Evaluation
by: Wu, Yanping, et al.
Published: (2025)
by: Wu, Yanping, et al.
Published: (2025)
POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective
by: Chen, Shaowu, et al.
Published: (2023)
by: Chen, Shaowu, et al.
Published: (2023)
Challenges in Binary Classification
by: Yang, Pengbo, et al.
Published: (2024)
by: Yang, Pengbo, et al.
Published: (2024)
S$^2$FS: Spatially-Aware Separability-Driven Feature Selection in Fuzzy Decision Systems
by: Xu, Suping, et al.
Published: (2025)
by: Xu, Suping, et al.
Published: (2025)
On Evaluation of Unsupervised Feature Selection for Pattern Classification
by: Kim, Gyu-Il, et al.
Published: (2026)
by: Kim, Gyu-Il, et al.
Published: (2026)
HCVR: A Hybrid Approach with Correlation-aware Voting Rules for Feature Selection
by: Bhedasgaonkar, Nikita, et al.
Published: (2025)
by: Bhedasgaonkar, Nikita, et al.
Published: (2025)
Feature Selection Based on Orthogonal Constraints and Polygon Area
by: Zhang, Zhenxing, et al.
Published: (2024)
by: Zhang, Zhenxing, et al.
Published: (2024)
Fuzzy Rough Choquet Distances for Classification
by: Theerens, Adnan, et al.
Published: (2024)
by: Theerens, Adnan, et al.
Published: (2024)
Binary and Ternary Quantization Can Enhance Feature Discrimination
by: Lu, Weizhi, et al.
Published: (2025)
by: Lu, Weizhi, et al.
Published: (2025)
Causally-Aware Unsupervised Feature Selection Learning
by: Shen, Zongxin, et al.
Published: (2024)
by: Shen, Zongxin, et al.
Published: (2024)
Quantum Feature Selection with Higher-Order Binary Optimization on Trapped-Ion Hardware
by: Flores-Garrigós, Carlos, et al.
Published: (2026)
by: Flores-Garrigós, Carlos, et al.
Published: (2026)
Federated Learning Inspired Fuzzy Systems: Decentralized Rule Updating for Privacy and Scalable Decision Making
by: Lim, Arthur Alexander, et al.
Published: (2025)
by: Lim, Arthur Alexander, et al.
Published: (2025)
Meta-Instance Selection. Instance Selection as a Classification Problem with Meta-Features
by: Blachnik, Marcin, et al.
Published: (2025)
by: Blachnik, Marcin, et al.
Published: (2025)
Multi-objective Binary Coordinate Search for Feature Selection
by: Miyandoab, Sevil Zanjani, et al.
Published: (2024)
by: Miyandoab, Sevil Zanjani, et al.
Published: (2024)
Rule Generation for Classification: Scalability, Interpretability, and Fairness
by: Röber, Tabea E., et al.
Published: (2021)
by: Röber, Tabea E., et al.
Published: (2021)
StackFeat RL: Reinforcement Learning over Iterative Dual Criterion Feature Selection for Stable Biomarker Discovery
by: Yermekov, A., et al.
Published: (2026)
by: Yermekov, A., et al.
Published: (2026)
Learning Interpretable Rules for Scalable Data Representation and Classification
by: Wang, Zhuo, et al.
Published: (2023)
by: Wang, Zhuo, et al.
Published: (2023)
Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning
by: Shen, Zongxin, et al.
Published: (2025)
by: Shen, Zongxin, et al.
Published: (2025)
Fuzzy Rough Sets Based on Fuzzy Quantification
by: Theerens, Adnan, et al.
Published: (2022)
by: Theerens, Adnan, et al.
Published: (2022)
AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking
by: Turali, Mehmet Y., et al.
Published: (2024)
by: Turali, Mehmet Y., et al.
Published: (2024)
Similar Items
-
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification
by: Wang, D. Y. C., et al.
Published: (2024) -
UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
by: Salimi-Badr, Armin
Published: (2022) -
Binary Feature Mask Optimization for Feature Selection
by: Lorasdagi, Mehmet E., et al.
Published: (2024) -
Margin-aware Fuzzy Rough Feature Selection: Bridging Uncertainty Characterization and Pattern Classification
by: Xu, Suping, et al.
Published: (2025) -
Low-Dimensional Representation-Driven TSK Fuzzy System for Feature Selection
by: Liu, Qiong, et al.
Published: (2025)