Unsupervised Feature Selection with Adaptive Structure Learning

3 April 2015

Papers citing "Unsupervised Feature Selection with Adaptive Structure Learning"

29 / 29 papers shown

Title
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey Farid Saberi-Movahed Kamal Berahmand Razieh Sheikhpour Yuefeng Li Shirui Pan 21 7 0 06 May 2024
Fast Sparse PCA via Positive Semidefinite Projection for Unsupervised Feature Selection Junjing Zheng Xinyu Zhang Yongxiang Liu Weidong Jiang K. Huo Li Liu 13 3 0 12 Sep 2023
Feature selection simultaneously preserving both class and cluster structures Suchismita Das Nikhil Pal 13 0 0 08 Jul 2023
Unsupervised Instance and Subnetwork Selection for Network Data Lin Zhang Nicholas L. Moskwa M. Larsen Petko Bogdanov 19 0 0 24 Dec 2022
Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph Liangchi Li Siwei Wang Xinwang Liu En Zhu Li Shen KenLi Li Keqin Li 74 45 0 05 Jul 2022
Compactness Score: A Fast Filter Method for Unsupervised Feature Selection Peican Zhu Xin Hou Keke Tang Zhen Wang Feiping Nie 17 5 0 31 Jan 2022
A Novel Non-Invasive Estimation of Respiration Rate from Photoplethysmograph Signal Using Machine Learning Model Md Nazmul Islam Shuzan M. H. Chowdhury M. Chowdhury Mohammad Monir Uddin Amith Khandakar Z. Mahbub N. Nawaz 8 1 0 18 Feb 2021
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection Yanyong Huang Zongxin Shen Fuxu Cai Tianrui Li Fengmao Lv 16 24 0 27 Dec 2020
Recovery of Linear Components: Reduced Complexity Autoencoder Designs Federico Zocco Seán F. McLoone 19 4 0 14 Dec 2020
Improving Competence for Reliable Autonomy Connor Basich Justin Svegliato K. H. Wray Stefan J. Witwicki S. Zilberstein 13 8 0 23 Jul 2020
Block Model Guided Unsupervised Feature Selection Zilong Bai H. Nguyen Ian Davidson 16 2 0 05 Jul 2020
Decorrelated Clustering with Data Selection Bias Xiao Wang Shaohua Fan Kun Kuang C. Shi Jiawei Liu Bai Wang 21 15 0 29 Jun 2020
Infinite Feature Selection: A Graph-based Feature Filtering Approach Giorgio Roffo Simone Melzi U. Castellani Alessandro Vinciarelli Marco Cristani 30 107 0 15 Jun 2020
IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation Xiaoyun Li Chenxi Wu P. Li 30 4 0 02 Apr 2020
A Matlab Toolbox for Feature Importance Ranking Shaode Yu Zhicheng Zhang Xiaokun Liang Junjie Wu Erlei Zhang Wenjian Qin Yaoqin Xie 14 8 0 10 Mar 2020
Multi-Participant Multi-Class Vertical Federated Learning Siwei Feng Han Yu FedML 24 88 0 30 Jan 2020
Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering Mohsen Ghasemi Parsa Hadi Zare M. Ghatee 30 37 0 10 Dec 2019
Zero-Shot Feature Selection via Transferring Supervised Knowledge Zheng Wang Qiao Wang Tingzhang Zhao Xiaojun Ye 18 0 0 09 Aug 2019
Clustering with Similarity Preserving Zhao Kang Honghui Xu Boyu Wang Erik Cambria Zenglin Xu 11 56 0 21 May 2019
DSL: Discriminative Subgraph Learning via Sparse Self-Representation Lin Zhang Petko Bogdanov 11 4 0 24 Mar 2019
Similarity Learning via Kernel Preserving Embedding Zhao Kang Yiwei Lu Yuanzhang Su Changsheng Li Zenglin Xu 22 36 0 11 Mar 2019
Robust Graph Learning from Noisy Data Zhao Kang Haiqi Pan Guosheng Lin Zenglin Xu OOD NoLa 18 256 0 17 Dec 2018
Regularized Greedy Column Subset Selection B. Rubio Alberto Mozo Jesús García López de Lacalle 16 7 0 12 Apr 2018
Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation Siwei Feng Marco F. Duarte 25 43 0 07 Jan 2018
Calibrated steganalysis of mp3stego in multi-encoder scenario Hamzeh Ghasemzadeh 18 9 0 23 Sep 2017
Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph Shuchu Han Hao Huang Hong Qin 16 1 0 13 May 2017
Multi-view Unsupervised Feature Selection by Cross-diffused Matrix Alignment Xiaokai Wei Bokai Cao Philip S. Yu 21 21 0 02 May 2017
Feature Selection Library (MATLAB Toolbox) Giorgio Roffo 15 81 0 05 Jul 2016
Feature Selection: A Data Perspective Jundong Li Kewei Cheng Suhang Wang Fred Morstatter Robert P. Trevino Jiliang Tang Huan Liu 31 794 0 29 Jan 2016