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Feature Selection: A Data Perspective

29 January 2016

Huan Liu

Papers citing "Feature Selection: A Data Perspective"

24 / 24 papers shown

Title
Determining the severity of Parkinson's disease in patients using a multi task neural network María Teresa García-Ordás J. Benítez-Andrades José Aveleira-Mata José-Manuel Alija-Pérez Carmen Benavides 59 14 0 08 Feb 2024
LLpowershap: Logistic Loss-based Automated Shapley Values Feature Selection Method I. Madakkatel Elina Hyppönen FAtt 37 4 0 23 Jan 2024
A novel feature selection framework for incomplete data Cong Guo 40 3 0 07 Dec 2023
Group-Feature (Sensor) Selection With Controlled Redundancy Using Neural Networks Aytijhya Saha Nikhil R. Pal 31 1 0 31 Oct 2023
Finding Optimal Diverse Feature Sets with Alternative Feature Selection Jakob Bach 204 1 0 21 Jul 2023
Towards Task Sampler Learning for Meta-Learning Wenwen Qiang Jingyao Wang Xingzhe Su Changwen Zheng Gang Hua Hui Xiong 108 11 0 18 Jul 2023
Feature Selection: A perspective on inter-attribute cooperation Gustavo Sosa-Cabrera Santiago Gómez-Guerrero M. García-Torres C. Schaerer 15 9 0 28 Jun 2023
Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection Meng Xiao Dongjie Wang Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 76 24 0 26 Feb 2023
High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection F. Souza C. Premebida Rui Araújo 35 28 0 18 Jul 2022
Unsupervised Feature Ranking via Attribute Networks U. Primozic Blaž Škrlj Jannis Brugger Matej Petković 37 2 0 25 Nov 2021
Fairness-Aware Unsupervised Feature Selection Xiaoying Xing Hongfu Liu Chen Chen Jundong Li FaML 65 14 0 04 Jun 2021
Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification Xiongshi Deng Min Li Shaobo Deng Lei Wang 38 100 0 30 May 2021
Granular conditional entropy-based attribute reduction for partially labeled data with proxy labels C. Gao Jie Zhoua Duoqian Miao Xiaodong Yue Jun Wan 25 35 0 23 Jan 2021
Orthogonal Least Squares Based Fast Feature Selection for Linear Classification Sikai Zhang Z. Lang 42 17 0 21 Jan 2021
Curvature-based Feature Selection with Application in Classifying Electronic Health Records Z. Zuo Jie Li Han Xu Noura Al Moubayed 49 18 0 10 Jan 2021
Improving Sample and Feature Selection with Principal Covariates Regression Rose K. Cersonsky B. Helfrecht Edgar A. Engel Michele Ceriotti 40 33 0 22 Dec 2020
A Hybrid Intrusion Detection with Decision Tree for Feature Selection Mubarak Albarka Umar Zhanfang Chen Yan Liu 45 11 0 24 Sep 2020
Multi-Participant Multi-Class Vertical Federated Learning Siwei Feng Han Yu FedML 84 88 0 30 Jan 2020
Causality-based Feature Selection: Methods and Evaluations Kui Yu Xianjie Guo Lin Liu Jiuyong Li Hao Wang Zhaolong Ling Xindong Wu CML 90 97 0 17 Nov 2019
A Feature Selection Based on Perturbation Theory J. R. Anaraki Hamid Usefi AAML 33 23 0 26 Feb 2019
Distributed ReliefF based Feature Selection in Spark Raul-Jose Palma-Mendoza Daniel Rodríguez Luis de-Marcos 45 66 0 01 Nov 2018
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 77 168 0 25 Sep 2018
Effective injury forecasting in soccer with GPS training data and machine learning A. Rossi Luca Pappalardo Paolo Cintia M. Iaia Javier Fernández Daniel Medina 60 211 0 23 May 2017
Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension J. Golay M. Kanevski 63 21 0 19 Aug 2016