Fuzzy Rough Sets-Based Incremental Feature Selection for Hierarchical Classification

A fuzzy rough set approach to hierarchical feature selection based on Hausdorff distance

(2022) Zeyu Qiu et al.   APPLIED INTELLIGENCE

A novel hierarchical feature selection method based on large margin nearest neighbor learning

(2022) Jian Zheng et al.   NEUROCOMPUTING

Generalized multigranulation sequential three-way decision models for hierarchical classification

(2022) Jin Qian et al.   INFORMATION SCIENCES

Hierarchical classification based on coarse- to fine-grained knowledge transfer

(2022) Zeyu Qiu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Granularity Selection for Hierarchical Classification Based on Uncertainty Measure

(2022) Shuai Li et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Hierarchical feature selection with multi-granularity clustering structure

(2021) Shunxin Guo et al.   INFORMATION SCIENCES

Feature selection for hierarchical classification via joint semantic and structural information of labels

(2020) Hai Huang et al.   KNOWLEDGE-BASED SYSTEMS

Incremental Feature Selection Based on Fuzzy Rough Sets

(2020) Peng Ni et al.   INFORMATION SCIENCES

Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification

(2020) Shengxing Bai et al.   APPLIED INTELLIGENCE

Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification

(2019) Hong Zhao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy

(2019) Xiao Zhang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Incremental rough set approach for hierarchical multicriteria classification

(2018) Chuan Luo et al.   INFORMATION SCIENCES

Hierarchical Feature Selection for Random Projection

(2018) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

An Improved Protein Structural Classes Prediction Method by Incorporating Both Sequence and Structure Information

(2015) Leyi Wei et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

Evaluation measures for hierarchical classification: a unified view and novel approaches

(2014) Aris Kosmopoulos et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Kernelized Fuzzy Rough Sets and Their Applications

(2011) Qinghua Hu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A survey of hierarchical classification across different application domains

(2010) Carlos N. Silla et al.   DATA MINING AND KNOWLEDGE DISCOVERY

The segmented and annotated IAPR TC-12 benchmark

(2009) Hugo Jair Escalante et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Local reduction of decision system with fuzzy rough sets

(2009) Chen Degang et al.   FUZZY SETS AND SYSTEMS

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION